Diagnose & recruit

Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.

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Demo Data from SIGIR 2026 / recruitment

Find the papers and topics the current pool cannot serve well, then recruit the right people for them from the expert database.

Reviewers · 195 Area chairs · 25

Run a diagnosis

Every submission and every reviewer is embedded with SPECTER2. Fit is a percentile against the whole expert database: fit 99 means someone's recent work is closer to the paper than 99% of the 1.2 million active experts. Strong means fit 99 or more, a specialist 99.9 or more. A paper is ill when the pool cannot give it 3 strong reviewers at the same time within everyone's load, has no specialist, or, after solving, is under-assigned or has an assigned person outside the top 5%. A topic is a cluster of similar submissions; it is under-covered when at least 15% of its strong slots cannot be filled. Candidates must meet the saved reviewer bar and have no authorship or recent co-authorship with the paper's authors.

138ill papers of 233

44short of 3 strong reviewers

1papers without a specialist

7under-covered topics of 15

80.6strong people per paper, on average

6,591qualified experts not yet asked

Diagnosed 2026-10-12 04:19 · 3 per paper, up to 3 papers each · bar: SIGIR, WWW, SIGKDD, WSDM, TOIS, ACL +2 · junior 2+ first-author in 5y or senior 5+ papers in 5y

Close the gaps — 44 experts would fill 110 of the 110 missing strong slots on the ill papers

Chosen one at a time: each takes up to 3 ill papers where they fit best, favouring the papers covered least so far. Invite more than you need; not everyone accepts.

Expert	Fit	Tier	Activity	Papers they would take
Jiahao Liu 0009 dblp:173/5146-9 · DBLP ↗	99.99	junior + senior	14 since 2021 14 in total	Balanced Frequency Decoupling: Energy-Aware Multi-Scale Preference Modeling for Sequential Recommendation Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation Diagnosing and Mitigating Mid-Sequence Degradation in Recommender Systems
Fajie Yuan dblp:175/4819 · DBLP ↗	99.99+	senior	27 since 2021 50 in total	Balanced Co-Clustering of Users and Items for Embedding Table Compression in Recommender Systems HyFormer: Revisiting the Roles of Sequence Modeling and Feature Interaction in CTR Prediction Set-Based Cross-Domain Recommendation
Xingyu Lou dblp:242/3345 · DBLP ↗	99.99	senior	12 since 2021 13 in total	SPRINT: Scalable and Predictive Intent Refinement for LLM-Enhanced Session-based Recommendation Bridging Behavior and Semantics for Time-aware Cross-Domain Sequential Recommendation LLM-EDT: Large Language Models Enhanced Cross-domain Sequential Recommendation with Dual-phase Training
Yingrui Yang dblp:10/2088 · DBLP ↗	99.99+	junior + senior	8 since 2021 13 in total	A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models GIGP+: A CPU-GPU Co-Processing Engine for Multi-Vector Retrieval Constructing Hard-Positive Query-Document Pairs for Dense Retrieval via Phrase Representativeness
Yu Tian 0008 dblp:15/4658-8 · DBLP ↗	99.99	junior	5 since 2021 5 in total	MLLMRec: A Preference Reasoning Paradigm with Graph Refinement for Multimodal Recommendation Countering Interest Over-Smoothing: Distilling Latent Factors via Diffusion for Multi-Interest Retrieval An Action-Aware Generative Sequence Modeling for Short Video Recommendation
Zhaoxin Huan dblp:221/3647 · DBLP ↗	99.99	junior + senior	17 since 2021 20 in total	Exploring Test-time Scaling via Prediction Merging on Large-Scale Recommendation SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs Beyond the Single Path: Divergent Reasoning for LLM-based Recommendation
Thibault Formal dblp:262/5989 · DBLP ↗	99.99	junior	13 since 2021 14 in total	Efficient Sparse Retrieval with Lightweight Superblock Pruning Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors A Parametric Memory Head for Continual Generative Retrieval
Simone Filice dblp:99/11030 · DBLP ↗	99.99	senior	11 since 2021 24 in total	Uncertainty Quantification for Retrieval-Augmented Reasoning Search for Coverage: Learning Coverage-Aware Retrieval with Augmented Sub-Question Answerability Learning from Natural Language Feedback for Personalized Question Answering
Fuli Feng dblp:183/9198 · DBLP ↗	99.98	senior	165 since 2021 195 in total	Think, But Don't Tell: Implicit Reasoning for LLM-based Sequential Recommendation via Multi-Teacher Distillation Contrastive Flow Matching for Collaborative Filtering Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation
Ming Yan 0008 dblp:51/5332-8 · DBLP ↗	99.96	senior	73 since 2021 88 in total	Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding When Vision Meets Texts in Listwise Reranking Generation-Augmented Video Corpus Moment Retrieval
Xing Tang 0007 dblp:09/2824-7 · DBLP ↗	99.94	junior + senior	41 since 2021 44 in total	Optimizing Marketing Subsidies via Counterfactual Learning with Asymmetric Reward Function Balanced Co-Clustering of Users and Items for Embedding Table Compression in Recommender Systems HyFormer: Revisiting the Roles of Sequence Modeling and Feature Interaction in CTR Prediction
Aleksandr V. Petrov dblp:289/0120 · DBLP ↗	99.99	junior	18 since 2021 18 in total	Balanced Frequency Decoupling: Energy-Aware Multi-Scale Preference Modeling for Sequential Recommendation Diagnosing and Mitigating Mid-Sequence Degradation in Recommender Systems SPRINT: Scalable and Predictive Intent Refinement for LLM-Enhanced Session-based Recommendation
Stéphane Clinchant dblp:97/2910 · DBLP ↗	99.99	senior	24 since 2021 39 in total	Why Advanced Encoders Lag on Sparse Retrieval? The Answer and an Approach to Bridging Vocabulary Gaps Constructing Hard-Positive Query-Document Pairs for Dense Retrieval via Phrase Representativeness Efficient Sparse Retrieval with Lightweight Superblock Pruning
Xing Sun 0001 dblp:90/2719-1 · DBLP ↗	99.94	senior	78 since 2021 92 in total	Unifying Granularity and Reliability: A Robust and Efficient Framework for Text-based Person Retrieval Seeing the Whole Through the Parts: Discovering Objects through Semantic Part Mining in Weak Supervision Generation-Augmented Video Corpus Moment Retrieval
Guibing Guo dblp:84/10716 · DBLP ↗	99.99	senior	58 since 2021 115 in total	Set-Based Cross-Domain Recommendation LLM-EDT: Large Language Models Enhanced Cross-domain Sequential Recommendation with Dual-phase Training MLLMRec: A Preference Reasoning Paradigm with Graph Refinement for Multimodal Recommendation
Dongfang Li 0002 dblp:98/6118-2 · DBLP ↗	99.98	senior	18 since 2021 22 in total	Tokens to Types: Context Editing with Selective Entity Abstraction for Grounded Generation Search for Coverage: Learning Coverage-Aware Retrieval with Augmented Sub-Question Answerability Uncertainty Quantification for Retrieval-Augmented Reasoning
Silvio Martinico dblp:397/3940 · DBLP ↗	99.99+	junior	4 since 2021 4 in total	GIGP+: A CPU-GPU Co-Processing Engine for Multi-Vector Retrieval A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors
Junda Ye dblp:308/7038 · DBLP ↗	99.99	junior	18 since 2021 18 in total	Hierarchical Cluster-based Open-World Graph Active Learning Inductive Dual-Polarity Modeling via Static-Dynamic Disentanglement for Dynamic Signed Networks
Weiqin Yang 0002 dblp:313/4545-2 · DBLP ↗	99.99	junior	5 since 2021 5 in total	Exploring Test-time Scaling via Prediction Merging on Large-Scale Recommendation SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs Beyond the Single Path: Divergent Reasoning for LLM-based Recommendation
Yangqin Jiang dblp:306/5229 · DBLP ↗	99.99	junior + senior	9 since 2021 9 in total	Countering Interest Over-Smoothing: Distilling Latent Factors via Diffusion for Multi-Interest Retrieval Think, But Don't Tell: Implicit Reasoning for LLM-based Sequential Recommendation via Multi-Teacher Distillation Contrastive Flow Matching for Collaborative Filtering
Chenhao Zhai dblp:354/7345 · DBLP ↗	99.99	junior	5 since 2021 5 in total	An Action-Aware Generative Sequence Modeling for Short Video Recommendation Bridging Behavior and Semantics for Time-aware Cross-Domain Sequential Recommendation Balanced Frequency Decoupling: Energy-Aware Multi-Scale Preference Modeling for Sequential Recommendation
Guangdong Bai dblp:86/9673 · DBLP ↗	99.89	senior	88 since 2021 120 in total	PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs How Far Are We from Automatically Identifying Violations of the Data Minimization Principle in Privacy Policies?
Shuting Wang 0002 dblp:49/11315-2 · DBLP ↗	99.99	junior + senior	11 since 2021 11 in total	Learning from Natural Language Feedback for Personalized Question Answering A Parametric Memory Head for Continual Generative Retrieval When Vision Meets Texts in Listwise Reranking
Jun Liu 0002 dblp:95/3736-2 · DBLP ↗	99.96	senior	114 since 2021 174 in total	Towards Conflict-aware Selective Knowledge Unlearning for Continual Few-shot Knowledge Graph Completion Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding
Hao Liu 0072 dblp:09/3214-72 · DBLP ↗	99.90	junior	11 since 2021 11 in total	Seeing the Whole Through the Parts: Discovering Objects through Semantic Part Mining in Weak Supervision Unifying Granularity and Reliability: A Robust and Efficient Framework for Text-based Person Retrieval Efficient Sparse Retrieval with Lightweight Superblock Pruning
Wei Yuan 0003 dblp:67/2268-3 · DBLP ↗	99.87	junior + senior	27 since 2021 30 in total	How Far Are We from Automatically Identifying Violations of the Data Minimization Principle in Privacy Policies? Balanced Co-Clustering of Users and Items for Embedding Table Compression in Recommender Systems SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs
Chenxu Zhu dblp:261/9242 · DBLP ↗	99.99	junior + senior	17 since 2021 18 in total	Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation HyFormer: Revisiting the Roles of Sequence Modeling and Feature Interaction in CTR Prediction SPRINT: Scalable and Predictive Intent Refinement for LLM-Enhanced Session-based Recommendation
Geng Tu dblp:241/1300 · DBLP ↗	99.99+	junior + senior	30 since 2021 31 in total	HCPRA: A Hierarchical Cognition-Perception-Reasoning Agent Framework for Emotion-Cause Pair Extraction in Conversations
Xiao Wang 0017 dblp:49/67-17 · DBLP ↗	99.99	junior + senior	82 since 2021 127 in total	Inductive Dual-Polarity Modeling via Static-Dynamic Disentanglement for Dynamic Signed Networks Hierarchical Cluster-based Open-World Graph Active Learning
Seongku Kang dblp:251/9613 · DBLP ↗	99.99	junior + senior	39 since 2021 42 in total	Set-Based Cross-Domain Recommendation Diagnosing and Mitigating Mid-Sequence Degradation in Recommender Systems LLM-EDT: Large Language Models Enhanced Cross-domain Sequential Recommendation with Dual-phase Training
Changwang Zhang dblp:65/7080 · DBLP ↗	99.99	senior	22 since 2021 25 in total	MLLMRec: A Preference Reasoning Paradigm with Graph Refinement for Multimodal Recommendation Countering Interest Over-Smoothing: Distilling Latent Factors via Diffusion for Multi-Interest Retrieval Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors
Qi Liu 0071 dblp:95/2446-71 · DBLP ↗	99.99	junior + senior	7 since 2021 7 in total	Constructing Hard-Positive Query-Document Pairs for Dense Retrieval via Phrase Representativeness GIGP+: A CPU-GPU Co-Processing Engine for Multi-Vector Retrieval A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models
Wayne Xin Zhao dblp:52/8700 · DBLP ↗	99.99	junior + senior	185 since 2021 265 in total	Think, But Don't Tell: Implicit Reasoning for LLM-based Sequential Recommendation via Multi-Teacher Distillation Exploring Test-time Scaling via Prediction Merging on Large-Scale Recommendation Beyond the Single Path: Divergent Reasoning for LLM-based Recommendation
Yutao Zhu 0001 dblp:71/9704-1 · DBLP ↗	99.99	junior + senior	71 since 2021 77 in total	Learning from Natural Language Feedback for Personalized Question Answering Search for Coverage: Learning Coverage-Aware Retrieval with Augmented Sub-Question Answerability Uncertainty Quantification for Retrieval-Augmented Reasoning
Zexuan Zhong dblp:218/7257 · DBLP ↗	99.92	junior + senior	11 since 2021 15 in total	Why Advanced Encoders Lag on Sparse Retrieval? The Answer and an Approach to Bridging Vocabulary Gaps PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs
Lingling Zhang 0005 dblp:181/2714-5 · DBLP ↗	99.96	junior + senior	56 since 2021 68 in total	Towards Conflict-aware Selective Knowledge Unlearning for Continual Few-shot Knowledge Graph Completion Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding
Zexu Sun dblp:358/7111 · DBLP ↗	99.99	junior + senior	19 since 2021 19 in total	Optimizing Marketing Subsidies via Counterfactual Learning with Asymmetric Reward Function
Soumya Sanyal 0001 dblp:86/1950-1 · DBLP ↗	99.99+	junior	9 since 2021 13 in total	Tokens to Types: Context Editing with Selective Entity Abstraction for Grounded Generation
Xiangnan He 0001 dblp:59/1007 · DBLP ↗	99.99	junior + senior	181 since 2021 308 in total	An Action-Aware Generative Sequence Modeling for Short Video Recommendation Contrastive Flow Matching for Collaborative Filtering
Long Chen 0016 dblp:64/5725-16 · DBLP ↗	99.94	senior	103 since 2021 113 in total	Generation-Augmented Video Corpus Moment Retrieval Seeing the Whole Through the Parts: Discovering Objects through Semantic Part Mining in Weak Supervision
Zeyu Zhang 0004 dblp:44/8352-4 · DBLP ↗	99.99	junior	12 since 2021 14 in total	Inductive Dual-Polarity Modeling via Static-Dynamic Disentanglement for Dynamic Signed Networks
Jaideep Vaidya dblp:61/3091 · DBLP ↗	99.99	senior	43 since 2021 166 in total	How Far Are We from Automatically Identifying Violations of the Data Minimization Principle in Privacy Policies?
Somin Wadhwa dblp:265/5925 · DBLP ↗	99.99+	junior	4 since 2021 5 in total	Tokens to Types: Context Editing with Selective Entity Abstraction for Grounded Generation
Yeachan Kim dblp:224/6085 · DBLP ↗	99.99+	junior + senior	13 since 2021 17 in total	Why Advanced Encoders Lag on Sparse Retrieval? The Answer and an Approach to Bridging Vocabulary Gaps

Ill papers — most severe first; showing 40 of 138

Strong in pool counts the pool members who are a strong match for the paper (fit 99 or more) and have no conflict with it, however busy they are. Can get is how many of them the paper can actually have, of the 3 it needs, when every paper draws on the same people and nobody takes more than their load: a paper with strong reviewers in the pool can still get none, because other papers need them just as much. Specialists have fit 99.9 or more.

Severity

Submission

Strong in pool

Can get

Specialists

Best fit

8.0

How Far Are We from Automatically Identifying Violations of the Data Minimization Principle in Privacy Policies?

sigir26-048 · 2 assigned

1 strong reviewer for it in the pool, but other papers need them too: it can get only 0 of 3 within everyone's load
nobody in the pool is a specialist (top 0.1%)
only 2 of 3 assigned

0 / 3

99.17

Recruit for this paper · 10 candidates

Expert	Fit	Tier	Activity	Closest recent work
Jaideep Vaidya dblp:61/3091 · DBLP ↗	99.99	senior	43 since 2021 166 in total	Enabling Right to be Forgotten in a Collaborative Environment Using Permissioned Blockchains. (2025) Semantically Correct Policy Mining and Enforcement for Attribute Based Access Control. (2025)
Huihao Jing dblp:380/7902 · DBLP ↗	99.98	senior	5 since 2021 5 in total	PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance. (2025) ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance. (2026)
Qingqing Ye 0001 dblp:194/0001-1 · DBLP ↗	99.96	senior	100 since 2021 105 in total	Robust Single-Message Shuffle Differential Privacy Protocol for Accurate Distribution Estimation. (2026) Multi-Class Item Mining Under Local Differential Privacy. (2025)
Haibo Hu 0001 dblp:90/5236-1 · DBLP ↗	99.96	senior	129 since 2021 197 in total	Multi-Class Item Mining Under Local Differential Privacy. (2025) How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation Under the One-Time-Pad-Based Framework. (2026)
Kai Huang 0011 dblp:86/489-11 · DBLP ↗	99.95	junior	26 since 2021 34 in total	Multi-Class Item Mining Under Local Differential Privacy. (2025) Collaborative Sampling for Partial Multi-Dimensional Value Collection Under Local Differential Privacy. (2023)
Jinfei Liu dblp:89/9935 · DBLP ↗	99.93	senior	40 since 2021 57 in total	Privacy Risks of Federated Knowledge Graph Embedding: New Membership Inference Attacks and Personalized Differential Privacy Defense. (2025) Quantifying and Defending against Privacy Threats on Federated Knowledge Graph Embedding. (2023)
Zheli Liu dblp:22/8078 · DBLP ↗	99.93	senior	75 since 2021 108 in total	SIsomap: Secure Collaborative Manifold Learning with Reducing Communication Costs. (2026) Shortcut: Making MPC-based Collaborative Analytics Efficient on Dynamic Databases. (2024)
Francesco Luigi De Faveri dblp:349/2326 · DBLP ↗	99.93	junior	7 since 2021 7 in total	DP-COMET: A Differential Privacy Contextual Obfuscation MEchanism for Texts in Natural Language Processing. (2025) Privacy Preserving Information Retrieval: Defining Privacy Research Pillars for a Future Research Agenda. (2026)
Songlei Wang dblp:314/5373 · DBLP ↗	99.93	junior	27 since 2021 27 in total	SecDR: Enabling Secure, Efficient, and Accurate Data Recovery for Mobile Crowdsensing. (2024) FastPSC: A Fast and Maliciously Secure Set Computation Service for Multi-Owner Set Data. (2026)
Li Xiong 0001 dblp:39/3530-1 · DBLP ↗	99.92	senior	71 since 2021 174 in total	Does Differential Privacy Prevent Backdoor Attacks in Practice? (2024) Beyond Indistinguishability: Measuring Extraction Risk in LLM APIs. (2026)

7.5

Seeing the Whole Through the Parts: Discovering Objects through Semantic Part Mining in Weak Supervision

sigir26-228 · 3 assigned

9 strong reviewers for it in the pool, but other papers need them too: it can get only 0 of 3 within everyone's load
3 assigned reviewer(s) outside the top 5%

0 / 3

99.90

Recruit for this paper · 10 candidates

Expert	Fit	Tier	Activity	Closest recent work
Fahad Shahbaz Khan dblp:05/8618 · DBLP ↗	99.98	senior	182 since 2021 253 in total	VSCode-v2: Dynamic Prompt Learning for General Visual Salient and Camouflaged Object Detection With Two-Stage Optimization. (2026) MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities. (2026)
Salman Khan 0001 dblp:32/11535-1 · DBLP ↗	99.98	senior	158 since 2021 213 in total	Enhancing Novel Object Detection via Cooperative Foundational Models. (2025) ARB: A Comprehensive Arabic Multimodal Reasoning Benchmark. (2026)
Wenbin An dblp:331/2394 · DBLP ↗	99.98	junior	16 since 2021 16 in total	Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning. (2022) Enhancing Retrieval-Augmented Large Vision Language Models via Knowledge Conflict Mitigation. (2026)
Yongdong Zhang 0001 dblp:z/YongdongZhang · DBLP ↗	99.95	senior	237 since 2021 521 in total	Cross-Task Relation-Aware Consistency for Weakly Supervised Temporal Action Detection. (2025) Uncertainty-Aware Projection Network for Multi-View 3D Object Detection. (2026)
Yixiong Zou dblp:222/5718 · DBLP ↗	99.95	senior	43 since 2021 47 in total	Adversarial Feature Training for Few-Shot Object Detection. (2025) Few-Shot Object Detection via Spatial-Channel State Space Model. (2026)
Zhaoxiang Zhang 0001 dblp:55/2285-1 · DBLP ↗	99.95	senior	163 since 2021 292 in total	LLM4CGDS: Large language model-based agents for Chinese graded document simplification. (2026) Learning Pseudo 3D Representation for Ego-centric 2D Multiple Object Tracking. (2026)
Jianping Fan 0007 dblp:275/8141 · DBLP ↗	99.94	senior	64 since 2021 65 in total	Leveraging facial landmarks improves generalization ability for deepfake detection. (2025) DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes. (2025)
Qi Tian 0001 dblp:78/1467-1 · DBLP ↗	99.93	senior	279 since 2021 804 in total	O-DisCo-Edit: Object Distortion Control for Unified Realistic Video Editing. (2026) Black-Box Adaptation for Deepfake Detection via Local Relation Guided AUC Optimization. (2026)
Yaowei Wang 0001 dblp:68/2992-1 · DBLP ↗	99.93	senior	210 since 2021 255 in total	DeCenter: Density-Center Guided Perception Enhancement for UAV Object Detection. (2026) From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents. (2026)
Hanqing Lu dblp:39/6752 · DBLP ↗	99.93	senior	32 since 2021 442 in total	Language Models as Semantic Indexers. (2024) Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents. (2026)

7.0

Tokens to Types: Context Editing with Selective Entity Abstraction for Grounded Generation

sigir26-187 · 2 assigned

51 strong reviewers for it in the pool, but other papers need them too: it can get only 0 of 3 within everyone's load
only 2 of 3 assigned

0 / 3

99.99+

Recruit for this paper · 10 candidates

Expert	Fit	Tier	Activity	Closest recent work
Soumya Sanyal 0001 dblp:86/1950-1 · DBLP ↗	99.99+	junior	9 since 2021 13 in total	Mixing Inference-time Experts for Enhancing LLM Reasoning. (2025) APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning. (2023)
Somin Wadhwa dblp:265/5925 · DBLP ↗	99.99+	junior	4 since 2021 5 in total	Learning from Natural Language Explanations for Generalizable Entity Matching. (2024) Distilling Event Sequence Knowledge From Large Language Models. (2024)
Huihan Li 0001 dblp:309/5929-1 · DBLP ↗	99.99+	junior	4 since 2021 4 in total	In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search. (2024) Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time. (2025)
Ali Modarressi dblp:289/6471 · DBLP ↗	99.99+	junior	8 since 2021 8 in total	Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence. (2025)
Aman Madaan dblp:138/1043 · DBLP ↗	99.99+	junior	15 since 2021 17 in total	Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs. (2023) Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. (2023)
Haikang Deng dblp:334/0361 · DBLP ↗	99.99+	junior	3 since 2021 3 in total	Large Language Models Struggle to Learn Long-Tail Knowledge. (2023) Decoupling Task-Solving and Output Formatting in LLM Generation. (2026)
Greg Durrett dblp:69/7968 · DBLP ↗	99.99+	senior	51 since 2021 84 in total	To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning. (2025) Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge. (2023)
Antoine Bosselut dblp:184/3742 · DBLP ↗	99.99+	senior	53 since 2021 66 in total	Training Visual Language Models with Object Detection: Grounded Change Descriptions in Satellite Images. (2024) Apertus: Democratizing Open and Compliant LLMs for Global Language Environments. (2026)
Jiacheng Liu 0010 dblp:289/6273 · DBLP ↗	99.99+	junior + senior	11 since 2021 11 in total	NaturalProver: Grounded Mathematical Proof Generation with Language Models. (2022) DataDecide: How to Predict Best Pretraining Data with Small Experiments. (2025)
Nathaniel Weir dblp:218/5179 · DBLP ↗	99.99+	junior	9 since 2021 14 in total	From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering. (2025) NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning. (2024)

7.0

Uncertainty Quantification for Retrieval-Augmented Reasoning

sigir26-193 · 2 assigned

74 strong reviewers for it in the pool, but other papers need them too: it can get only 0 of 3 within everyone's load
only 2 of 3 assigned

0 / 3

99.99

Recruit for this paper · 10 candidates

Expert	Fit	Tier	Activity	Closest recent work
Tong Zhao 0007 dblp:94/6503-7 · DBLP ↗	99.99	junior	2 since 2021 2 in total	R⌃3AG: Retriever Routing for Retrieval-Augmented Generation. (2026) ATIR: Towards Audio-Text Interleaved Contextual Retrieval. (2026)
Payel Santra dblp:364/2135 · DBLP ↗	99.99	junior	6 since 2021 6 in total	HF-RAG: Hierarchical Fusion-based RAG with Multiple Sources and Rankers. (2025) Mask-to-Correct⁺: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction. (2026)
Vaishali Pal dblp:258/0544 · DBLP ↗	99.99	junior	5 since 2021 6 in total	QFMTS: Generating Query-Focused Summaries over Multi-Table Inputs. (2024)
Abdelrahman Abdallah dblp:265/6339 · DBLP ↗	99.99	junior + senior	14 since 2021 14 in total	RerankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM Feedback. (2025) Are LLM-Based Retrievers Worth Their Cost? An Empirical Study of Efficiency, Robustness, and Reasoning Overhead. (2026)
Lovisa Hagström dblp:294/2054 · DBLP ↗	99.99	junior	4 since 2021 4 in total	A Reality Check on Context Utilisation for Retrieval-Augmented Generation. (2025) The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models. (2023)
Florin Cuconasu dblp:353/0713 · DBLP ↗	99.99	junior	4 since 2021 4 in total	The Power of Noise: Redefining Retrieval for RAG Systems. (2024) The Distracting Effect: Understanding Irrelevant Passages in RAG. (2025)
Jüri Keller dblp:300/0770 · DBLP ↗	99.99	junior	6 since 2021 6 in total	Continuous Evaluation in Information Retrieval Across Methods and Time. (2025) Evaluating Information Retrieval Models Along Time: The LongEval Lab at CLEF 2026. (2026)
Dake Zhang 0001 dblp:86/7339-1 · DBLP ↗	99.99	junior	4 since 2021 4 in total	Simulating the Lateral Reader for News Trustworthiness Reports with an Iterative Multi-Agent RAG System. (2026) Eval4RAG: Workshop on Evaluation of Retrieval-Augmented Generation Systems. (2025)
Matteo Gabburo dblp:290/8136 · DBLP ↗	99.99	junior	2 since 2021 2 in total	Learning Answer Generation using Supervision from Automatic Question Answering Evaluators. (2023) Knowledge Transfer from Answer Ranking to Answer Generation. (2022)
Laura Dietz dblp:85/5754 · DBLP ↗	99.99	junior + senior	18 since 2021 39 in total	Incorporating Q&A Nuggets Into Retrieval-Augmented Generation. (2026) Insider Knowledge: How Much Can RAG Systems Gain from Evaluation Secrets? (2026)

7.0

Why Advanced Encoders Lag on Sparse Retrieval? The Answer and an Approach to Bridging Vocabulary Gaps

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Yeachan Kim dblp:224/6085 · DBLP ↗	99.99+	junior + senior	13 since 2021 17 in total	Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment. (2025) Representation Learning for Unseen Words by Bridging Subwords to Semantic Networks. (2020)
Harshil Vejendla dblp:408/0402 · DBLP ↗	99.99+	junior	3 since 2021 3 in total	no title overlap shown
Jun-Hyung Park dblp:16/716 · DBLP ↗	99.99	junior + senior	13 since 2021 16 in total	Dynamic Structure Pruning for Compressing CNNs. (2023) SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts. (2023)
Aashiq Muhamed dblp:294/0107 · DBLP ↗	99.99	junior	6 since 2021 6 in total	Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders. (2026) GRASS: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients. (2024)
Joshua Ainslie dblp:263/3363 · DBLP ↗	99.99	junior + senior	15 since 2021 17 in total	Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints. (2023) Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing. (2022)
Chuanyang Zheng dblp:260/2221 · DBLP ↗	99.99	junior + senior	15 since 2021 16 in total	DAPE V2: Process Attention Score as Feature Map for Length Extrapolation. (2025) UNComp: Can Matrix Entropy Uncover Sparsity? - A Compressor Design from an Uncertainty-Aware Perspective. (2025)
Edoardo Maria Ponti dblp:178/8829 · DBLP ↗	99.99	senior	39 since 2021 52 in total	MoE-CAP: Benchmarking Cost, Accuracy and Performance of Sparse Mixture-of-Experts Systems. (2025) Composable Sparse Fine-Tuning for Cross-Lingual Transfer. (2022)
Dara Bahri dblp:231/7656 · DBLP ↗	99.99	junior	19 since 2021 24 in total	A Universal Class of Sharpness-Aware Minimization Algorithms. (2024) Sharpness-Aware Minimization Improves Language Model Generalization. (2022)
Zijia Lin dblp:78/9911 · DBLP ↗	99.99	senior	33 since 2021 58 in total	Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. (2024) Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval. (2024)
Shwai He dblp:309/7029 · DBLP ↗	99.99	junior + senior	11 since 2021 11 in total	Making Large Language Models Efficient Dense Retrievers. (2026) SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning. (2025)

7.0

Balanced Co-Clustering of Users and Items for Embedding Table Compression in Recommender Systems

sigir26-204 · 2 assigned

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Yunke Qu dblp:307/3562 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Budgeted Embedding Table For Recommender Systems. (2024) Sparse Gradient Training for Recommender Systems. (2026)
Yabo Ni dblp:135/5047 · DBLP ↗	99.99+	senior	13 since 2021 15 in total	TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems. (2026) Learning Personalizable Clustered Embedding for Recommender Systems. (2025)
Liang Qu dblp:95/7942 · DBLP ↗	99.99+	junior + senior	25 since 2021 30 in total	Sparse Gradient Training for Recommender Systems. (2026) Scalable Dynamic Embedding Size Search for Streaming Recommendation. (2024)
Ruiqi Zheng dblp:269/7780 · DBLP ↗	99.99+	junior + senior	9 since 2021 9 in total	Personalized Elastic Embedding Learning for On-Device Recommendation. (2024) AutoML for Deep Recommender Systems: A Survey. (2023)
Chaoqun Yang 0002 dblp:01/10471-2 · DBLP ↗	99.99+	senior	12 since 2021 12 in total	Efficient Inference for Large Language Model-based Generative Recommendation. (2025) EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens. (2025)
Yuekui Yang dblp:79/2690 · DBLP ↗	99.99	senior	10 since 2021 17 in total	CD-CDR: Conditional Diffusion-based Item Generation for Cross-Domain Recommendation. (2025) AEFS: Adaptive Early Feature Selection for Deep Recommender Systems. (2025)
Fajie Yuan dblp:175/4819 · DBLP ↗	99.99	senior	27 since 2021 50 in total	StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking. (2021) Multi-Modality is All You Need for Transferable Recommender Systems. (2024)
Hongzhi Yin dblp:04/10606 · DBLP ↗	99.99	junior + senior	255 since 2021 374 in total	LLM-UP: SIGIR 2026 Workshop on LLM-powered User Profiling for Search and Recommendation. (2026) Efficient Content-based Recommendation Model Training via Noise-aware Coreset Selection. (2026)
Defu Lian dblp:87/10734 · DBLP ↗	99.99	junior + senior	172 since 2021 226 in total	Learning Deep Tree-Based Retriever for Efficient Recommendation: Theory and Method. (2026) RecFlow: An Industrial Full Flow Recommendation Dataset. (2025)
Tong Chen 0005 dblp:22/1512-5 · DBLP ↗	99.99	junior + senior	113 since 2021 132 in total	Efficient Content-based Recommendation Model Training via Noise-aware Coreset Selection. (2026) Sparse Gradient Training for Recommender Systems. (2026)

7.0

Balanced Frequency Decoupling: Energy-Aware Multi-Scale Preference Modeling for Sequential Recommendation

sigir26-205 · 2 assigned

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Huanhuan Yuan dblp:158/8933 · DBLP ↗	99.99+	senior	20 since 2021 27 in total	Frequency Enhanced Hybrid Attention Network for Sequential Recommendation. (2023) Wavelet Enhanced Adaptive Frequency Filter for Sequential Recommendation. (2026)
Jiahao Liu 0009 dblp:173/5146-9 · DBLP ↗	99.99	junior + senior	14 since 2021 14 in total	AutoSeqRec: Autoencoder for Efficient Sequential Recommendation. (2023) Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation. (2023)
Chenhao Zhai dblp:354/7345 · DBLP ↗	99.99	junior	5 since 2021 5 in total	Enhancing Online Video Recommendation via a Coarse-to-fine Dynamic Uplift Modeling Framework. (2025) Heterogeneous Multi-treatment Uplift Modeling for Trade-off Optimization in Short-Video Recommendation. (2026)
Zuotao Liu dblp:61/8498 · DBLP ↗	99.99	senior	10 since 2021 11 in total	Pyramid Mixer: Multi-dimensional Multi-period Interest Modeling for Sequential Recommendation. (2025) Semantic context modeling with maximal margin Conditional Random Fields for automatic image annotation. (2010)
Weike Pan dblp:86/7788 · DBLP ↗	99.99	senior	79 since 2021 123 in total	Dual-stage scoring via task decoupling and fine-grained preference learning for side-information integrated sequential recommendation. (2025) Self-supervised representation learning with ID-Content modality alignment for sequential recommendation. (2026)
Mingshi Yan dblp:321/0972 · DBLP ↗	99.99	junior	6 since 2021 6 in total	Latent Factor Modeling With Expert Network for Multi-Behavior Recommendation. (2025) Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation. (2024)
Yongqi Liu 0002 dblp:61/7712-2 · DBLP ↗	99.99	senior	7 since 2021 9 in total	An Action-Aware Generative Sequence Modeling for Short Video Recommendation. (2026) DualGR: Generative Retrieval with Long and Short-Term Interests Modeling. (2026)
Aleksandr V. Petrov dblp:289/0120 · DBLP ↗	99.99	junior	18 since 2021 18 in total	Improving Minimax Group Fairness in Sequential Recommendation. (2025) CountNet: Utilising Repetition Counts in Sequential Recommendation. (2025)
Kaiqiao Zhan dblp:134/4750 · DBLP ↗	99.99	senior	12 since 2021 12 in total	Gesture Clustering for Real-Time User Disentanglement in Shared-Account Recommendation. (2026) Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation. (2026)
Haoyan Fu dblp:351/9911 · DBLP ↗	99.99	junior	8 since 2021 8 in total	Bridging Behavior and Semantics for Time-aware Cross-Domain Sequential Recommendation. (2026) Causal Disentanglement-Enhanced Diffusion Denoising for Social Recommendation. (2026)

7.0

Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors

sigir26-206 · 2 assigned

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Ming-Feng Tsai dblp:16/3313 · DBLP ↗	99.99+	senior	14 since 2021 48 in total	SMORe: modularize graph embedding for recommendation. (2019) Text Embedding for Sub-Entity Ranking from User Reviews. (2017)
Marc Najork dblp:n/MarcNajork · DBLP ↗	99.99+	junior + senior	25 since 2021 88 in total	WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning. (2021) Introduction to the "Best Papers of WSDM 2023" Special Issue. (2025)
Yongkang Li 0002 dblp:140/4294-2 · DBLP ↗	99.99+	junior	13 since 2021 13 in total	Spectral Tempering for Embedding Compression in Dense Passage Retrieval. (2026) Rethinking the Privacy of Text Embeddings: A Reproducibility Study of "Text Embeddings Reveal (Almost) As Much As Text". (2025)
Yingrui Yang dblp:10/2088 · DBLP ↗	99.99+	junior + senior	8 since 2021 13 in total	LSTM-Based Selective Dense Text Retrieval Guided by Sparse Lexical Retrieval. (2025) Threshold-driven Pruning with Segmented Maximum Term Weights for Approximate Cluster-based Sparse Retrieval. (2024)
Craig Macdonald dblp:02/2224 · DBLP ↗	99.99+	junior + senior	72 since 2021 227 in total	RAQG-QPP: Query Performance Prediction with Retrieved Query Variants and Retrieval-Augmented Query Generation. (2026) Predicting Retrieval Utility and Answer Quality in Retrieval-Augmented Generation. (2026)
Zhiyu Chen 0001 dblp:71/1661-1 · DBLP ↗	99.99	senior	14 since 2021 19 in total	Efficient low-rank index routing for high-dimensional approximate nearest neighbor search. (2026) Approximate Vector Set Search: A Bio-Inspired Approach for High-Dimensional Spaces. (2025)
Jingfen Qiao dblp:400/6945 · DBLP ↗	99.99	junior	5 since 2021 5 in total	DIVAgent: A Diversified Search Agent that Mimics the Human Search Process. (2025)
Yi Fang 0008 dblp:96/361-8 · DBLP ↗	99.99	senior	24 since 2021 58 in total	Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems. (2025) Karaoke Key Recommendation Via Personalized Competence-Based Rating Prediction. (2021)
Sean MacAvaney dblp:203/8759 · DBLP ↗	99.99	junior + senior	71 since 2021 84 in total	Retrieve, Rerank, Answer, Experiment: Hands-On IR Research with PyTerrier. (2026) Revisiting Text Ranking in Deep Research. (2026)
Weize Kong dblp:49/8024 · DBLP ↗	99.99	junior + senior	10 since 2021 19 in total	Learning to Rewrite Prompts for Personalized Text Generation. (2024) Extracting query facets from search results. (2013)

7.0

Beyond the Single Path: Divergent Reasoning for LLM-based Recommendation

sigir26-207 · 2 assigned

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Yongfeng Zhang 0003 dblp:82/7829-3 · DBLP ↗	99.99+	senior	85 since 2021 151 in total	Probing the Symbolic Logical Reasoning Ability of Large Language Models. (2026) Joint Factual and Counterfactual Explanations for Top-k GNN-based Recommendations. (2026)
Chengkai Huang dblp:143/1036 · DBLP ↗	99.99+	junior + senior	19 since 2021 26 in total	Factorized Latent Reasoning for LLM-based Recommendation. (2026) SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes. (2026)
Jiakai Tang dblp:294/2295 · DBLP ↗	99.99+	junior + senior	18 since 2021 18 in total	Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation. (2026) Natural Language Explainable Recommendation with Robustness Enhancement. (2024)
Yuhao Wang 0006 dblp:54/518-6 · DBLP ↗	99.99+	junior + senior	23 since 2021 23 in total	Exploration and Regularization of the Latent Action Space in Recommendation. (2023) Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs. (2025)
Zhi Zheng 0008 dblp:30/679-8 · DBLP ↗	99.99+	junior + senior	37 since 2021 37 in total	Token-level Collaborative Alignment for LLM-based Generative Recommendation. (2026) Exploiting large language model with reinforcement learning for generative job recommendations. (2026)
Weiwen Liu dblp:75/2746 · DBLP ↗	99.99+	senior	67 since 2021 83 in total	RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation. (2026) WESE: weak exploration to strong exploitation for LLM agents. (2026)
Weiqin Yang 0002 dblp:313/4545-2 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation. (2026) BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models. (2026)
Jieyong Kim dblp:371/9365 · DBLP ↗	99.99+	junior	2 since 2021 2 in total	Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation. (2025)
Fuli Feng dblp:183/9198 · DBLP ↗	99.99+	senior	165 since 2021 195 in total	Verifiable Reasoning for LLM-based Generative Recommendation. (2026) Navigating Through Paper Flood: Advancing LLM-Based Paper Evaluation Through Domain-Aware Retrieval and Latent Reasoning. (2026)
Weijie Yu 0003 dblp:150/8498-3 · DBLP ↗	99.99+	senior	24 since 2021 25 in total	Mining Informative Interests via Latent Cross Reasoning for Search Enhanced Recommendation. (2026) Enhancing Bandit Algorithms with LLMs for Time-varying User Preferences in Streaming Recommendations. (2026)

7.0

Constructing Hard-Positive Query-Document Pairs for Dense Retrieval via Phrase Representativeness

sigir26-209 · 2 assigned

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Qi Liu 0071 dblp:95/2446-71 · DBLP ↗	99.99+	junior + senior	7 since 2021 7 in total	Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval. (2024) MCP-Focus: Leveraging Function-Oriented Document Enhancement for MCP Server Retrieval. (2026)
Kidist Amde Mekonnen dblp:354/7356 · DBLP ↗	99.99+	junior	3 since 2021 3 in total	A Parametric Memory Head for Continual Generative Retrieval. (2026) Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval. (2025)
Jia-Huei Ju dblp:291/4424 · DBLP ↗	99.99+	junior + senior	12 since 2021 12 in total	To Case or Not to Case: An Empirical Study in Learned Sparse Retrieval. (2026) Better than Dense? Investigating the Natural Backward Compatibility of Learned Sparse Representations. (2026)
Zheng Liu 0011 dblp:06/3580-11 · DBLP ↗	99.99+	junior + senior	76 since 2021 91 in total	ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval. (2026) Push and Pull: Defending against Retrieval Poisoning Attacks via Embedding Space Reshaping. (2026)
Yixing Fan dblp:188/2160 · DBLP ↗	99.99+	senior	47 since 2021 67 in total	Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction. (2022) Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method. (2023)
Yubao Tang dblp:299/6533 · DBLP ↗	99.99+	junior + senior	12 since 2021 12 in total	A Parametric Memory Head for Continual Generative Retrieval. (2026) Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval. (2025)
Sean MacAvaney dblp:203/8759 · DBLP ↗	99.99+	junior + senior	71 since 2021 84 in total	Retrieve, Rerank, Answer, Experiment: Hands-On IR Research with PyTerrier. (2026) Revisiting Text Ranking in Deep Research. (2026)
Eugene Yang 0001 dblp:127/0482-1 · DBLP ↗	99.99	junior + senior	54 since 2021 58 in total	Better than Dense? Investigating the Natural Backward Compatibility of Learned Sparse Representations. (2026) MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval. (2025)
Shuai Wang 0032 dblp:42/1503-32 · DBLP ↗	99.99	junior + senior	21 since 2021 21 in total	Beyond Chunk-Then-Embed: A Comprehensive Taxonomy and Evaluation of Document Chunking Strategies for Information Retrieval. (2026) Pre-training vs. Fine-tuning: A Reproducibility Study on Dense Retrieval Knowledge Acquisition. (2025)
Weize Kong dblp:49/8024 · DBLP ↗	99.99	junior + senior	10 since 2021 19 in total	Learning to Rewrite Prompts for Personalized Text Generation. (2024) Extracting query facets from search results. (2013)

7.0

Exploring Test-time Scaling via Prediction Merging on Large-Scale Recommendation

sigir26-215 · 2 assigned

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Zhaoxin Huan dblp:221/3647 · DBLP ↗	99.99+	junior + senior	17 since 2021 20 in total	Corrigendum: One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2026) One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2025)
Zheqi Lv dblp:326/8807 · DBLP ↗	99.99+	junior + senior	27 since 2021 27 in total	Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract). (2025) Scaling and Transferability of Annealing Strategies in Large Language Model Training. (2026)
Langming Liu dblp:351/9730 · DBLP ↗	99.99+	junior + senior	13 since 2021 13 in total	Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model. (2026) How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models. (2025)
Wenqiao Zhu dblp:73/11349 · DBLP ↗	99.99+	junior	4 since 2021 4 in total	Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling. (2025) PSC: Extending Context Window of Large Language Models via Phase Shift Calibration. (2024)
Weiqin Yang 0002 dblp:313/4545-2 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation. (2026) BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models. (2026)
Aleksandr V. Petrov dblp:289/0120 · DBLP ↗	99.99+	junior	18 since 2021 18 in total	Improving Minimax Group Fairness in Sequential Recommendation. (2025) CountNet: Utilising Repetition Counts in Sequential Recommendation. (2025)
Hongtao Huang dblp:28/6121 · DBLP ↗	99.99+	junior	6 since 2021 9 in total	Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction. (2025) Dual Conditional Diffusion for Sequential Recommendation. (2026)
Yang Yu 0038 dblp:46/2181-38 · DBLP ↗	99.99+	junior	8 since 2021 8 in total	Parallel Training of Pre-Trained Models via Chunk-Based Dynamic Memory Management. (2023) HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation. (2021)
Defu Lian dblp:87/10734 · DBLP ↗	99.99+	junior + senior	172 since 2021 226 in total	Learning Deep Tree-Based Retriever for Efficient Recommendation: Theory and Method. (2026) RecFlow: An Industrial Full Flow Recommendation Dataset. (2025)
Tianxin Wei dblp:277/5800 · DBLP ↗	99.99+	junior + senior	28 since 2021 29 in total	SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence. (2025) Panda: Test-Time Adaptation with Negative Data Augmentation. (2026)

7.0

Generation-Augmented Video Corpus Moment Retrieval

sigir26-217 · 2 assigned

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Hao Liu 0072 dblp:09/3214-72 · DBLP ↗	99.99	junior	11 since 2021 11 in total	Gaming for Boundary: Elastic Localization for Frame-Supervised Video Moment Retrieval. (2025) Cross-modal Representation Shift Refinement for Point-supervised Video Moment Retrieval. (2026)
Jing Liu 0001 dblp:72/2590-1 · DBLP ↗	99.97	senior	83 since 2021 212 in total	VLAB: Enhancing Video Language Pretraining by Feature Adapting and Blending. (2025) VRoPE: Rotary Position Embedding for Video Large Language Models. (2025)
Ye Wang 0018 dblp:44/6292-18 · DBLP ↗	99.97	junior + senior	11 since 2021 11 in total	Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning. (2023) Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision. (2025)
Qin Jin dblp:47/2670 · DBLP ↗	99.97	senior	83 since 2021 163 in total	Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text Retrieval. (2024) HowToNarrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge. (2026)
Zhou Zhao 0001 dblp:75/7785-1 · DBLP ↗	99.97	senior	211 since 2021 344 in total	CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling. (2025) SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language. (2025)
Zehan Wang 0001 dblp:126/7826-1 · DBLP ↗	99.97	junior + senior	31 since 2021 31 in total	SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language. (2025) WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling. (2025)
Long Chen 0016 dblp:64/5725-16 · DBLP ↗	99.97	senior	103 since 2021 113 in total	Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning. (2025) Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning. (2026)
Yan Gao 0017 dblp:46/3479-17 · DBLP ↗	99.96	senior	25 since 2021 25 in total	Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective. (2025) Occluded Video Instance Segmentation: A Benchmark. (2022)
Yupeng Hu 0003 dblp:62/7825-3 · DBLP ↗	99.96	senior	61 since 2021 71 in total	Gaming for Boundary: Elastic Localization for Frame-Supervised Video Moment Retrieval. (2025) Cross-modal Representation Shift Refinement for Point-supervised Video Moment Retrieval. (2026)
Tao Jin 0004 dblp:88/4850-4 · DBLP ↗	99.96	senior	65 since 2021 68 in total	SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language. (2025) Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval. (2025)

7.0

GIGP+: A CPU-GPU Co-Processing Engine for Multi-Vector Retrieval

sigir26-218 · 2 assigned

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Silvio Martinico dblp:397/3940 · DBLP ↗	99.99+	junior	4 since 2021 4 in total	Efficient Multivector Retrieval with Token-Aware Clustering and Hierarchical Indexing. (2026)
Yingrui Yang dblp:10/2088 · DBLP ↗	99.99+	junior + senior	8 since 2021 13 in total	LSTM-Based Selective Dense Text Retrieval Guided by Sparse Lexical Retrieval. (2025) Threshold-driven Pruning with Segmented Maximum Term Weights for Approximate Cluster-based Sparse Retrieval. (2024)
Parker Carlson dblp:345/7547 · DBLP ↗	99.99+	junior + senior	9 since 2021 9 in total	Scalable K-Means Guided Partitioning for Block-based Sparse Document Retrieval. (2026) Low-Cost Document Retrieval with Dense Pseudo-Query Encoding. (2025)
Joel Mackenzie dblp:174/0021 · DBLP ↗	99.99	junior + senior	29 since 2021 41 in total	Index-Based Batch Query Processing Revisited. (2023) ReNeuIR at SIGIR 2023: The Second Workshop on Reaching Efficiency in Neural Information Retrieval. (2023)
Jingfen Qiao dblp:400/6945 · DBLP ↗	99.99	junior	5 since 2021 5 in total	DIVAgent: A Diversified Search Agent that Mimics the Human Search Process. (2025)
Lixiao Cui dblp:252/5984 · DBLP ↗	99.99	junior	12 since 2021 13 in total	Towards Optimizing Learned Index for High Performance, Memory Efficiency and NUMA Awareness. (2025) GPComp: Using GPU and SSD-GPU Peer to Peer DMA to Accelerate LSM-Tree Compaction for Key-Value Store. (2025)
Rossano Venturini dblp:44/5068 · DBLP ↗	99.99	senior	26 since 2021 76 in total	Evaluating the Efficiency and Effectiveness of Learned Sparse Retrieval with the lsr_benchmark. (2026) Sparton: Fast and Memory-Efficient Triton Kernel for Learned Sparse Retrieval. (2026)
Qi Liu 0071 dblp:95/2446-71 · DBLP ↗	99.99	junior + senior	7 since 2021 7 in total	Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval. (2024) MCP-Focus: Leveraging Function-Oriented Document Enhancement for MCP Server Retrieval. (2026)
Sean MacAvaney dblp:203/8759 · DBLP ↗	99.99	junior + senior	71 since 2021 84 in total	Retrieve, Rerank, Answer, Experiment: Hands-On IR Research with PyTerrier. (2026) Revisiting Text Ranking in Deep Research. (2026)
Elias Bassani dblp:232/2345 · DBLP ↗	99.99	junior	9 since 2021 9 in total	Evaluating the Use of Synthetic Queries for Pre-training a Semantic Query Tagger. (2022) Semantic Query Labeling Through Synthetic Query Generation. (2021)

7.0

HyFormer: Revisiting the Roles of Sequence Modeling and Feature Interaction in CTR Prediction

sigir26-220 · 2 assigned

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Zhen Tian 0001 dblp:84/8525-1 · DBLP ↗	99.99+	junior + senior	13 since 2021 13 in total	GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction. (2026) EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction. (2023)
Chenxu Zhu dblp:261/9242 · DBLP ↗	99.99+	junior + senior	17 since 2021 18 in total	DFFM: Domain Facilitated Feature Modeling for CTR Prediction. (2023) AIE: Auction Information Enhanced Framework for CTR Prediction in Online Advertising. (2024)
Fajie Yuan dblp:175/4819 · DBLP ↗	99.99+	senior	27 since 2021 50 in total	StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking. (2021) Multi-Modality is All You Need for Transferable Recommender Systems. (2024)
Xingyu Lou dblp:242/3345 · DBLP ↗	99.99+	senior	12 since 2021 13 in total	Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype. (2025) Field Matters: A Lightweight LLM-enhanced Method for CTR Prediction. (2026)
Xiuqiang He 0001 dblp:11/5357-1 · DBLP ↗	99.99+	senior	81 since 2021 127 in total	Exploring Test-time Scaling via Prediction Merging on Large-Scale Recommendation. (2026) Touch the Core: Exploring Task Dependence Among Hybrid Targets for Recommendation. (2024)
Guohao Cai dblp:195/8132 · DBLP ↗	99.99+	senior	16 since 2021 20 in total	EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction. (2024) FINAL: Factorized Interaction Layer for CTR Prediction. (2023)
Aleksandr V. Petrov dblp:289/0120 · DBLP ↗	99.99+	junior	18 since 2021 18 in total	Improving Minimax Group Fairness in Sequential Recommendation. (2025) CountNet: Utilising Repetition Counts in Sequential Recommendation. (2025)
Zhaojie Liu dblp:33/4880 · DBLP ↗	99.99	senior	11 since 2021 16 in total	Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. (2025) Student engagement detection in online environment using computer vision and multi-dimensional feature fusion. (2023)
Wuchao Li dblp:238/4953 · DBLP ↗	99.99	junior	11 since 2021 11 in total	Transformers are Good Clusterers for Lifelong User Behavior Sequence Modeling. (2025) Taming Ultra-Long Behavior Sequence in Session-wise Generative Recommendation. (2025)
Linjian Mo dblp:88/6405 · DBLP ↗	99.99	senior	30 since 2021 36 in total	Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors. (2024) A Hierarchical User Behavior Modeling Framework for Cross-Domain Click-Through Rate Prediction. (2022)

7.0

Inductive Dual-Polarity Modeling via Static-Dynamic Disentanglement for Dynamic Signed Networks

sigir26-221 · 2 assigned

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Zeyu Zhang 0004 dblp:44/8352-4 · DBLP ↗	99.99	junior	12 since 2021 14 in total	Enhancing signed graph neural networks through curriculum-based training. (2026) Multimodal prediction of student performance: A fusion of signed graph neural networks and large language models. (2024)
Pinghua Xu dblp:245/6056 · DBLP ↗	99.99	junior	4 since 2021 7 in total	Signed network representation with novel node proximity evaluation. (2022) Dual-branch Density Ratio Estimation for Signed Network Embedding. (2022)
Tyler Derr dblp:207/7927 · DBLP ↗	99.99	junior + senior	48 since 2021 63 in total	Signed Network Dataset Repository: Extracting Signed Relations From Social Networks. (2025) EDGE-UP: Enhanced Dynamic GNN Ensemble for Unfollow Prediction in Online Social Networks. (2024)
Yuanyuan Xu 0002 dblp:87/6559-2 · DBLP ↗	99.99	junior + senior	14 since 2021 16 in total	Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs. (2026) Exploring Sequential Dynamics on Temporal Graphs via Composite Filtering. (2026)
Hao Yan 0004 dblp:77/6310-4 · DBLP ↗	99.99	junior	11 since 2021 13 in total	Dynamic network embedding via incremental skip-gram with negative sampling. (2020) Temporal Blocks with Memory Replay for Dynamic Graph Representation Learning. (2025)
Min-Jeong Kim dblp:48/6764 · DBLP ↗	99.99	junior	6 since 2021 23 in total	PolarDSN: An Inductive Approach to Learning the Evolution of Network Polarization in Dynamic Signed Networks. (2024) Trustworthiness-Driven Graph Convolutional Networks for Signed Network Embedding. (2024)
Xiran Song dblp:326/4622 · DBLP ↗	99.99	junior	6 since 2021 6 in total	Temporal Heterogeneous Information Network Embedding via Semantic Evolution. (2023) xGCN: An Extreme Graph Convolutional Network for Large-scale Social Link Prediction. (2023)
Yifan Song 0006 dblp:66/7929-6 · DBLP ↗	99.99	junior	7 since 2021 7 in total	Dynamic Network Embedding by Time-Relaxed Temporal Random Walk. (2021) Efficient Graph Embedding Generation and Update for Large-Scale Temporal Graph. (2024)
Yeon-Chang Lee dblp:167/5996 · DBLP ↗	99.99	senior	29 since 2021 37 in total	PolarDSN: An Inductive Approach to Learning the Evolution of Network Polarization in Dynamic Signed Networks. (2024) Trustworthiness-Driven Graph Convolutional Networks for Signed Network Embedding. (2024)
Pengfei Jiao dblp:163/2737 · DBLP ↗	99.99	senior	91 since 2021 126 in total	Learning Node Representations via Sketching the Generative Process With Events Benefits Link Prediction on Heterogeneous Networks. (2025) Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning. (2026)

7.0

Learning from Natural Language Feedback for Personalized Question Answering

sigir26-222 · 2 assigned

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Yutao Zhu 0001 dblp:71/9704-1 · DBLP ↗	99.99+	junior + senior	71 since 2021 77 in total	RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation. (2025) Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis. (2026)
Haonan Chen 0005 dblp:121/7527-5 · DBLP ↗	99.99+	junior + senior	14 since 2021 14 in total	Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search. (2022) ClariLM: Enhancing Open-domain Clarification Ability for Large Language Models. (2025)
Fengran Mo dblp:278/7940 · DBLP ↗	99.99+	junior + senior	41 since 2021 42 in total	OpenDecoder: Open Large Language Model Decoding to Incorporate Document Quality in RAG. (2026) VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering. (2026)
Shuting Wang 0002 dblp:49/11315-2 · DBLP ↗	99.99+	junior + senior	11 since 2021 11 in total	RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation. (2025) OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain. (2025)
Fengbin Zhu dblp:283/4845 · DBLP ↗	99.99+	senior	21 since 2021 21 in total	Long Context vs. RAG: Strategies for Processing Long Documents in LLMs. (2025) DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition. (2025)
Dawei Yin 0001 dblp:91/4572-1 · DBLP ↗	99.99+	senior	155 since 2021 237 in total	Retain to Refine: Adaptive Online Question Answering via Query Routing and Long-Short Memory. (2026) Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs. (2026)
Ziliang Zhao 0001 dblp:11/1167-1 · DBLP ↗	99.99+	junior + senior	15 since 2021 15 in total	FollowGPT: A Framework of Follow-up Question Generation for Large Language Models via Conversation Log Mining. (2025) ClariLM: Enhancing Open-domain Clarification Ability for Large Language Models. (2025)
Can Xu 0002 dblp:33/965-2 · DBLP ↗	99.99+	senior	34 since 2021 47 in total	AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation. (2025) Synergistic Interplay between Search and Large Language Models for Information Retrieval. (2024)
Derong Xu dblp:290/4969 · DBLP ↗	99.99+	junior + senior	27 since 2021 27 in total	Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation. (2025) Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning. (2025)
Jian-Yun Nie dblp:n/JianYunNie · DBLP ↗	99.99+	senior	60 since 2021 184 in total	OpenDecoder: Open Large Language Model Decoding to Incorporate Document Quality in RAG. (2026) HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models. (2023)

7.0

MLLMRec: A Preference Reasoning Paradigm with Graph Refinement for Multimodal Recommendation

sigir26-224 · 2 assigned

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Yu Tian 0008 dblp:15/4658-8 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Unified Visual Preference Learning for User Intent Understanding. (2024) Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation. (2021)
Taeri Kim 0001 dblp:252/8828-1 · DBLP ↗	99.99+	senior	9 since 2021 9 in total	STARLINE: Contrastive Learning with Modality-Aware Graph Refinement for Effective Multimedia Recommendation. (2025) HI-DR: Exploiting Health Status-Aware Attention and an EHR Graph+ for Effective Medication Recommendation. (2025)
Shuaiyang Li 0001 dblp:278/3111-1 · DBLP ↗	99.99+	junior	7 since 2021 7 in total	Multimodal Hierarchical Graph Collaborative Filtering for Multimedia-Based Recommendation. (2024) Multimodal Graph Causal Embedding for Multimedia-Based Recommendation. (2024)
Jinze Li 0001 dblp:127/2970-1 · DBLP ↗	99.99+	senior	22 since 2021 22 in total	Well Begun is Half Done: Training-Free and Model-Agnostic Semantically Guaranteed User Representation Initialization for Multimodal Recommendation. (2026) The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation. (2025)
Zixuan Yi dblp:228/5085 · DBLP ↗	99.99+	junior	13 since 2021 15 in total	Graph Contrastive Learning with Positional Representation for Recommendation. (2023) A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation. (2025)
Linying Jiang dblp:227/5213 · DBLP ↗	99.99	senior	16 since 2021 17 in total	Deconfounding User Preference in Recommendation Systems through Implicit and Explicit Feedback. (2024) Basket Representation Learning by Hypergraph Convolution on Repeated Items for Next-basket Recommendation. (2023)
Yangqin Jiang dblp:306/5229 · DBLP ↗	99.99	junior + senior	9 since 2021 9 in total	DiffKG: Knowledge Graph Diffusion Model for Recommendation. (2024) Adaptive Graph Contrastive Learning for Recommendation. (2023)
Changwang Zhang dblp:65/7080 · DBLP ↗	99.99	senior	22 since 2021 25 in total	LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation. (2026) Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype. (2025)
Zhiqiang Guo dblp:122/7424 · DBLP ↗	99.99	senior	34 since 2021 39 in total	SGP4SR: Separated-Modality Guided User Preference Learning for Multimodal Sequential Recommendation. (2026) LGMRec: Local and Global Graph Learning for Multimodal Recommendation. (2024)
Yibiao Wei dblp:376/2920 · DBLP ↗	99.99	junior	5 since 2021 5 in total	CARD: Non-Uniform Quantization of Visual Semantic Unit for Generative Recommendation. (2026) MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems. (2025)

7.0

SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs

sigir26-230 · 2 assigned

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Fedor Borisyuk dblp:117/4333 · DBLP ↗	99.99	junior + senior	9 since 2021 15 in total	LiNR: Model Based Neural Retrieval on GPUs at LinkedIn. (2024) LiMAML: Personalization of Deep Recommender Models via Meta Learning. (2024)
Yuekui Yang dblp:79/2690 · DBLP ↗	99.99	senior	10 since 2021 17 in total	CD-CDR: Conditional Diffusion-based Item Generation for Cross-Domain Recommendation. (2025) AEFS: Adaptive Early Feature Selection for Deep Recommender Systems. (2025)
Chaoqun Yang 0002 dblp:01/10471-2 · DBLP ↗	99.99	senior	12 since 2021 12 in total	Efficient Inference for Large Language Model-based Generative Recommendation. (2025) EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens. (2025)
Chao Feng 0008 dblp:97/164-8 · DBLP ↗	99.98	junior	6 since 2021 6 in total	Learning Deep Tree-Based Retriever for Efficient Recommendation: Theory and Method. (2026) Learning Balanced Tree Indexes for Large-Scale Vector Retrieval. (2023)
Zhen Tian 0001 dblp:84/8525-1 · DBLP ↗	99.98	junior + senior	13 since 2021 13 in total	GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction. (2026) EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction. (2023)
Sheng Zhang 0028 dblp:69/6137-28 · DBLP ↗	99.98	junior + senior	8 since 2021 8 in total	MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search. (2026) Renormalization Group Guided Tensor Network Structure Search. (2026)
Chenxu Zhu dblp:261/9242 · DBLP ↗	99.98	junior + senior	17 since 2021 18 in total	DFFM: Domain Facilitated Feature Modeling for CTR Prediction. (2023) AIE: Auction Information Enhanced Framework for CTR Prediction in Online Advertising. (2024)
Zuotao Liu dblp:61/8498 · DBLP ↗	99.98	senior	10 since 2021 11 in total	Pyramid Mixer: Multi-dimensional Multi-period Interest Modeling for Sequential Recommendation. (2025) Semantic context modeling with maximal margin Conditional Random Fields for automatic image annotation. (2010)
Defu Lian dblp:87/10734 · DBLP ↗	99.98	junior + senior	172 since 2021 226 in total	Learning Deep Tree-Based Retriever for Efficient Recommendation: Theory and Method. (2026) RecFlow: An Industrial Full Flow Recommendation Dataset. (2025)
Yang Yu 0038 dblp:46/2181-38 · DBLP ↗	99.98	junior	8 since 2021 8 in total	Parallel Training of Pre-Trained Models via Chunk-Based Dynamic Memory Management. (2023) HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation. (2021)

7.0

Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding

sigir26-232 · 2 assigned

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Quanyu Long dblp:259/0397 · DBLP ↗	99.99+	senior	12 since 2021 13 in total	Causality Matters: How Temporal Information Emerges in Video Language Models. (2026) Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification. (2026)
Mohit Bansal dblp:32/5243 · DBLP ↗	99.99+	senior	170 since 2021 252 in total	VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos. (2025) TimeRefine: Temporal Grounding with Time Refining Video LLM. (2026)
Manling Li dblp:178/3620 · DBLP ↗	99.99+	senior	34 since 2021 41 in total	Re-thinking Temporal Search for Long-Form Video Understanding. (2025) Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents. (2026)
Jingyuan Chen 0003 dblp:134/1184-3 · DBLP ↗	99.99+	senior	38 since 2021 46 in total	Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion. (2025) AutoGeo: Automating Geometric Image Dataset Creation for Enhanced Geometry Understanding. (2025)
Yikun Wang 0001 dblp:55/9804-1 · DBLP ↗	99.99	junior	3 since 2021 3 in total	VideoPro: Adaptive Program Reasoning for Long Video Understanding. (2026) VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search. (2025)
Abhirama Subramanyam Penamakuri dblp:331/3275 · DBLP ↗	99.99	junior	5 since 2021 5 in total	Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant. (2024) When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs. (2025)
Yuanxin Liu dblp:55/5877 · DBLP ↗	99.98	senior	21 since 2021 36 in total	Temporal Reasoning Transfer from Text to Video. (2025) TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment. (2026)
Mengze Li 0001 dblp:173/5918-1 · DBLP ↗	99.98	junior + senior	33 since 2021 34 in total	HERO: HiErarchical spatio-tempoRal reasOning with Contrastive Action Correspondence for End-to-End Video Object Grounding. (2022) End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding. (2022)
Fanrui Zhang dblp:321/8347 · DBLP ↗	99.98	junior	17 since 2021 17 in total	MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models. (2026) InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles. (2025)
Chitta Baral dblp:b/ChittaBaral · DBLP ↗	99.98	senior	49 since 2021 160 in total	GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning. (2025) PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving. (2025)

6.0

A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models

sigir26-201 · 3 assigned

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Yingrui Yang dblp:10/2088 · DBLP ↗	99.99+	junior + senior	8 since 2021 13 in total	LSTM-Based Selective Dense Text Retrieval Guided by Sparse Lexical Retrieval. (2025) Threshold-driven Pruning with Segmented Maximum Term Weights for Approximate Cluster-based Sparse Retrieval. (2024)
Joel Mackenzie dblp:174/0021 · DBLP ↗	99.99+	junior + senior	29 since 2021 41 in total	Index-Based Batch Query Processing Revisited. (2023) ReNeuIR at SIGIR 2023: The Second Workshop on Reaching Efficiency in Neural Information Retrieval. (2023)
Silvio Martinico dblp:397/3940 · DBLP ↗	99.99+	junior	4 since 2021 4 in total	Efficient Multivector Retrieval with Token-Aware Clustering and Hierarchical Indexing. (2026)
J. Shane Culpepper dblp:03/489 · DBLP ↗	99.99+	senior	29 since 2021 91 in total	Generalizing Discriminative Retrieval Models using Generative Tasks. (2021) Decomposition-Driven Multi-Table Retrieval and Reasoning for Numerical Question Answering. (2026)
Yongkang Li 0002 dblp:140/4294-2 · DBLP ↗	99.99+	junior	13 since 2021 13 in total	Spectral Tempering for Embedding Compression in Dense Passage Retrieval. (2026) Rethinking the Privacy of Text Embeddings: A Reproducibility Study of "Text Embeddings Reveal (Almost) As Much As Text". (2025)
Raffaele Perego 0001 dblp:p/RaffaelePerego · DBLP ↗	99.99+	senior	36 since 2021 127 in total	Getting off the DIME: Dimension Pruning via Dimension Importance Estimation for Dense Information Retrieval. (2026) Projection-Displacement-Based Query Performance Prediction for Embedded Space of Dense Retrievers. (2026)
Rossano Venturini dblp:44/5068 · DBLP ↗	99.99+	senior	26 since 2021 76 in total	Evaluating the Efficiency and Effectiveness of Learned Sparse Retrieval with the lsr_benchmark. (2026) Sparton: Fast and Memory-Efficient Triton Kernel for Learned Sparse Retrieval. (2026)
Jorge Gabín dblp:325/5140 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Lost in the Evidence? Reproducing Document Position and Context Size Effects in RAG. (2026) Beyond questions: Leveraging ColBERT for keyphrase search. (2026)
Zhifeng Bao dblp:20/3716 · DBLP ↗	99.99+	senior	77 since 2021 186 in total	Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors. (2024) Decomposition-Driven Multi-Table Retrieval and Reasoning for Numerical Question Answering. (2026)
Xike Xie dblp:64/1308 · DBLP ↗	99.99+	senior	48 since 2021 96 in total	PLIN: A Persistent Learned Index for Non-Volatile Memory with High Performance and Instant Recovery. (2022) KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering. (2026)

6.0

An Action-Aware Generative Sequence Modeling for Short Video Recommendation

sigir26-203 · 3 assigned

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Chenhao Zhai dblp:354/7345 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Enhancing Online Video Recommendation via a Coarse-to-fine Dynamic Uplift Modeling Framework. (2025) Heterogeneous Multi-treatment Uplift Modeling for Trade-off Optimization in Short-Video Recommendation. (2026)
Nian Li 0001 dblp:31/2019-1 · DBLP ↗	99.99+	junior + senior	12 since 2021 12 in total	Full-stage Diversified Recommendation: Large-scale Online Experiments in Short-video Platform. (2024) Modeling User Fatigue for Sequential Recommendation. (2024)
Mingshi Yan dblp:321/0972 · DBLP ↗	99.99+	junior	6 since 2021 6 in total	Latent Factor Modeling With Expert Network for Multi-Behavior Recommendation. (2025) Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation. (2024)
Zihao Li 0005 dblp:175/8858-5 · DBLP ↗	99.99+	junior + senior	20 since 2021 20 in total	WEANet: Bridging wavelet inductive bias with network parameter initialization for time series modeling. (2026) Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction. (2022)
Yanchi Liu dblp:62/8146 · DBLP ↗	99.99+	senior	52 since 2021 105 in total	Frequency Enhanced Hybrid Attention Network for Sequential Recommendation. (2023) Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation. (2023)
Zhaojie Liu dblp:33/4880 · DBLP ↗	99.99+	senior	11 since 2021 16 in total	Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. (2025) Student engagement detection in online environment using computer vision and multi-dimensional feature fusion. (2023)
Chen Gao 0001 dblp:76/5013-1 · DBLP ↗	99.99+	junior + senior	95 since 2021 110 in total	DSPIGCN: Dual-stream Physics-informed Graph Convolutional Network for Reliable Pedestrian Trajectory Prediction. (2026) Disentangled Interest Network for Out-of-Distribution CTR Prediction. (2026)
Zhizhuo Yin dblp:275/7037 · DBLP ↗	99.99+	junior	8 since 2021 9 in total	Spatial and Temporal User Interest Representations for Sequential Recommendation. (2024) Bilinear Multi-Head Attention Graph Neural Network for Traffic Prediction. (2022)
Shisong Tang dblp:319/0177 · DBLP ↗	99.99+	junior + senior	14 since 2021 14 in total	Knowledge-based Temporal Fusion Network for Interpretable Online Video Popularity Prediction. (2022) VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform. (2025)
Yujie Zhang 0001 dblp:33/1685-1 · DBLP ↗	99.99+	senior	9 since 2021 9 in total	Rethinking Convolutional Neural Network in Multimodal Sequential Recommendation. (2026) Group-Aware Dynamic Graph Representation Learning for Next POI Recommendation. (2025)

6.0

Contrastive Flow Matching for Collaborative Filtering

sigir26-210 · 3 assigned

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Lei Chen 0051 dblp:09/3666-51 · DBLP ↗	99.99+	junior + senior	17 since 2021 23 in total	Privacy Matters: Data Attack to Make User Preferences Unlearnable in Recommendation. (2026) Investigating Accuracy-Novelty Performance for Graph-based Collaborative Filtering. (2022)
Xiangnan He 0001 dblp:59/1007 · DBLP ↗	99.99+	junior + senior	181 since 2021 308 in total	Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation. (2026) Agentic Feedback Loop Modeling Improves Recommendation and User Simulation. (2025)
Shuaiyang Li 0001 dblp:278/3111-1 · DBLP ↗	99.99+	junior	7 since 2021 7 in total	Multimodal Hierarchical Graph Collaborative Filtering for Multimedia-Based Recommendation. (2024) Multimodal Graph Causal Embedding for Multimedia-Based Recommendation. (2024)
Le Wu 0001 dblp:121/4234-1 · DBLP ↗	99.99+	junior + senior	86 since 2021 127 in total	Privacy Matters: Data Attack to Make User Preferences Unlearnable in Recommendation. (2026) Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. (2024)
Tianzi Zang dblp:276/5093 · DBLP ↗	99.99+	junior + senior	33 since 2021 36 in total	Mutual Knowledge Distillation and Contrastive Learning between Multi-View Graphs for Cross-Domain Recommendation. (2026) Review-Enhanced Hierarchical Contrastive Learning for Recommendation. (2024)
Hao Wang 0076 dblp:181/2812-76 · DBLP ↗	99.99+	junior + senior	65 since 2021 75 in total	From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models. (2025) Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model. (2025)
Xiang Wang 0010 dblp:31/2864-10 · DBLP ↗	99.99+	senior	153 since 2021 188 in total	Res-Bench: Benchmarking the Robustness of Multimodal Large Language Models to Dynamic Resolution Input. (2026) DynamicPO: Dynamic Preference Optimization for Recommendation. (2026)
Fuli Feng dblp:183/9198 · DBLP ↗	99.99+	senior	165 since 2021 195 in total	Verifiable Reasoning for LLM-based Generative Recommendation. (2026) Navigating Through Paper Flood: Advancing LLM-Based Paper Evaluation Through Domain-Aware Retrieval and Latent Reasoning. (2026)
Lei Cheng 0005 dblp:48/2700-5 · DBLP ↗	99.99+	senior	23 since 2021 23 in total	RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. (2022) DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval. (2025)
Yonghui Yang 0001 dblp:42/10465-1 · DBLP ↗	99.99	junior + senior	21 since 2021 24 in total	Align-for-Fusion: Harmonizing Triple Preferences via Dual-oriented Diffusion for Cross-domain Sequential Recommendation. (2026) Multimodal Large Language Models with Adaptive Preference Optimization for Sequential Recommendation. (2026)

6.0

Countering Interest Over-Smoothing: Distilling Latent Factors via Diffusion for Multi-Interest Retrieval

sigir26-211 · 3 assigned

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Yongqi Liu 0002 dblp:61/7712-2 · DBLP ↗	99.99+	senior	7 since 2021 9 in total	An Action-Aware Generative Sequence Modeling for Short Video Recommendation. (2026) DualGR: Generative Retrieval with Long and Short-Term Interests Modeling. (2026)
Changwang Zhang dblp:65/7080 · DBLP ↗	99.99+	senior	22 since 2021 25 in total	LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation. (2026) Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype. (2025)
Zihao Li 0005 dblp:175/8858-5 · DBLP ↗	99.99+	junior + senior	20 since 2021 20 in total	WEANet: Bridging wavelet inductive bias with network parameter initialization for time series modeling. (2026) Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction. (2022)
Chenliang Li 0005 dblp:52/9457-5 · DBLP ↗	99.99+	senior	87 since 2021 120 in total	Corrigendum: One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2026) One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2025)
Zuoli Tang dblp:351/9950 · DBLP ↗	99.99+	junior	7 since 2021 7 in total	Corrigendum: One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2026) One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2025)
Jiashu Zhao dblp:04/4871 · DBLP ↗	99.99+	senior	20 since 2021 37 in total	A topic-based term frequency normalization framework to enhance probabilistic information retrieval. (2020) A New Term Frequency Normalization Model for Probabilistic Information Retrieval. (2018)
Zhaojie Liu dblp:33/4880 · DBLP ↗	99.99+	senior	11 since 2021 16 in total	Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. (2025) Student engagement detection in online environment using computer vision and multi-dimensional feature fusion. (2023)
Chenyi Lei dblp:150/8550 · DBLP ↗	99.99+	senior	23 since 2021 29 in total	Attention with Long-Term Interval-Based Gated Recurrent Units for Modeling Sequential User Behaviors. (2020) Lasso: Large Language Model-based User Simulator for Cross-Domain Recommendation. (2025)
Xiaodong Li 0012 dblp:50/3993-12 · DBLP ↗	99.99+	junior + senior	10 since 2021 10 in total	From Agnostic to Specific: Latent Preference Diffusion for Multi-Behavior Sequential Recommendation. (2026) Personalized Multi-Interest Modeling for Cross-Domain Recommendation to Cold-Start Users. (2025)
Ziqiang Cui dblp:79/4599 · DBLP ↗	99.99+	senior	15 since 2021 16 in total	From Token to Item: Enhancing Large Language Models for Recommendation via Item-aware Attention Mechanism. (2026) Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation. (2025)

6.0

Diagnosing and Mitigating Mid-Sequence Degradation in Recommender Systems

sigir26-213 · 3 assigned

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Expert	Fit	Tier	Activity	Closest recent work
Pablo Castells dblp:c/PabloCastells · DBLP ↗	99.99+	senior	16 since 2021 80 in total	Popularity Bias in False-positive Metrics for Recommender Systems Evaluation. (2021) Toward Holistic Evaluation of Recommender Systems Powered by Generative Models. (2025)
Aleksandr V. Petrov dblp:289/0120 · DBLP ↗	99.99+	junior	18 since 2021 18 in total	Improving Minimax Group Fairness in Sequential Recommendation. (2025) CountNet: Utilising Repetition Counts in Sequential Recommendation. (2025)
Yongli Ren dblp:58/6608 · DBLP ↗	99.99+	senior	26 since 2021 70 in total	Mitigating Bias in Large Language Model Based Question Answering through Causal Front Door Prompting. (2026) Improved recommender systems by denoising ratings in highly sparse datasets through individual rating confidence. (2022)
Yi Su 0008 dblp:98/3417-8 · DBLP ↗	99.99	junior	7 since 2021 7 in total	International Workshop on Online and Adaptive Recommender Systems (OARS 2024). (2024) Multi-Task Neural Linear Bandit for Exploration in Recommender Systems. (2024)
Jingtong Gao dblp:329/6049 · DBLP ↗	99.99	junior + senior	14 since 2021 14 in total	GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems. (2025) LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems. (2023)
Jiahao Liu 0009 dblp:173/5146-9 · DBLP ↗	99.99	junior + senior	14 since 2021 14 in total	AutoSeqRec: Autoencoder for Efficient Sequential Recommendation. (2023) Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation. (2023)
Vito Walter Anelli dblp:171/0384 · DBLP ↗	99.99	senior	43 since 2021 55 in total	The Idiosyncratic Effects of Adversarial Training on Bias in Personalized Recommendation Learning. (2021) Legal but Unfair: Auditing the Impact of Data Minimization on Fairness and Accuracy Trade-off in Recommender Systems. (2025)
Guohao Cai dblp:195/8132 · DBLP ↗	99.99	senior	16 since 2021 20 in total	EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction. (2024) FINAL: Factorized Interaction Layer for CTR Prediction. (2023)
Thorsten Joachims dblp:j/ThorstenJoachims · DBLP ↗	99.99	senior	31 since 2021 140 in total	CONSEQUENCES 2025 - The 4th Workshop on Causality, Counterfactuals and Sequential Decision-Making for Recommender Systems. (2025) Counterfactual Ranking Evaluation with Flexible Click Models. (2024)
Ludovico Boratto dblp:50/7423 · DBLP ↗	99.99	senior	88 since 2021 114 in total	Accuracy and beyond-accuracy perspectives of controllable multi-objective recommender systems. (2025) Bribery-Resistant Ranking Systems: A Multipartite User-Agnostic Framework for AI Act Compliance. (2026)

6.0

Efficient Sparse Retrieval with Lightweight Superblock Pruning

sigir26-214 · 3 assigned

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Expert	Fit	Tier	Activity	Closest recent work
Antonis Krasakis dblp:264/4487 · DBLP ↗	99.99+	junior	3 since 2021 3 in total	Zero-shot Query Contextualization for Conversational Search. (2022) Constructing Set-Compositional and Negated Representations for First-Stage Ranking. (2025)
Thibault Formal dblp:262/5989 · DBLP ↗	99.99+	junior	13 since 2021 14 in total	Provence: efficient and robust context pruning for retrieval-augmented generation. (2025) SPLATE: Sparse Late Interaction Retrieval. (2024)
Qi Liu 0071 dblp:95/2446-71 · DBLP ↗	99.99+	junior + senior	7 since 2021 7 in total	Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval. (2024) MCP-Focus: Leveraging Function-Oriented Document Enhancement for MCP Server Retrieval. (2026)
Mingyang Zhang 0001 dblp:76/4874-1 · DBLP ↗	99.99+	senior	12 since 2021 23 in total	Learning Sparse Lexical Representations Over Specified Vocabularies for Retrieval. (2023) SparseEmbed: Learning Sparse Lexical Representations with Contextual Embeddings for Retrieval. (2023)
Stéphane Clinchant dblp:97/2910 · DBLP ↗	99.99+	senior	24 since 2021 39 in total	Provence: efficient and robust context pruning for retrieval-augmented generation. (2025) SPLATE: Sparse Late Interaction Retrieval. (2024)
Jingfen Qiao dblp:400/6945 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	DIVAgent: A Diversified Search Agent that Mimics the Human Search Process. (2025)
Kelong Mao dblp:270/6458 · DBLP ↗	99.99+	junior + senior	24 since 2021 25 in total	ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval. (2024) UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations. (2025)
Jia-Huei Ju dblp:291/4424 · DBLP ↗	99.99+	junior + senior	12 since 2021 12 in total	To Case or Not to Case: An Empirical Study in Learned Sparse Retrieval. (2026) Better than Dense? Investigating the Natural Backward Compatibility of Learned Sparse Representations. (2026)
Sean MacAvaney dblp:203/8759 · DBLP ↗	99.99+	junior + senior	71 since 2021 84 in total	Retrieve, Rerank, Answer, Experiment: Hands-On IR Research with PyTerrier. (2026) Revisiting Text Ranking in Deep Research. (2026)
Zhao Cao dblp:69/8078 · DBLP ↗	99.99+	senior	45 since 2021 53 in total	Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval. (2024) Image Retrieval with Composed Query by Multi-Scale Multi-Modal Fusion. (2024)

6.0

Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation

sigir26-216 · 3 assigned

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Ziwei Fan 0001 dblp:165/2097-1 · DBLP ↗	99.99	junior + senior	16 since 2021 20 in total	Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer. (2022) Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. (2024)
Chenxu Zhu dblp:261/9242 · DBLP ↗	99.99	junior + senior	17 since 2021 18 in total	DFFM: Domain Facilitated Feature Modeling for CTR Prediction. (2023) AIE: Auction Information Enhanced Framework for CTR Prediction in Online Advertising. (2024)
Jiahao Liu 0009 dblp:173/5146-9 · DBLP ↗	99.99	junior + senior	14 since 2021 14 in total	AutoSeqRec: Autoencoder for Efficient Sequential Recommendation. (2023) Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation. (2023)
Donglin Zhou dblp:352/5896 · DBLP ↗	99.99	junior	5 since 2021 5 in total	LLM-based Semantic and ID Representations for Sequential Recommendation. (2026) Self-supervised representation learning with ID-Content modality alignment for sequential recommendation. (2026)
Changwang Zhang dblp:65/7080 · DBLP ↗	99.99	senior	22 since 2021 25 in total	LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation. (2026) Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype. (2025)
Zihao Li 0005 dblp:175/8858-5 · DBLP ↗	99.99	junior + senior	20 since 2021 20 in total	WEANet: Bridging wavelet inductive bias with network parameter initialization for time series modeling. (2026) Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction. (2022)
Bin Wu 0019 dblp:98/4432-19 · DBLP ↗	99.99	junior	27 since 2021 35 in total	Exploiting global and local item transition patterns for sequential recommendation. (2026) Knowledge-refined information bottleneck for contrastive recommendation. (2025)
Zuoli Tang dblp:351/9950 · DBLP ↗	99.98	junior	7 since 2021 7 in total	Corrigendum: One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2026) One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2025)
Qijie Shen dblp:304/3573 · DBLP ↗	99.98	junior + senior	21 since 2021 21 in total	Side Information Memory Network: Expanding the Breadth of User Behavior Sequences in Recommendation. (2025) LLM Collaborative Filtering: User-Item Graph as New Language. (2026)
Peijie Sun dblp:222/1261 · DBLP ↗	99.98	junior + senior	31 since 2021 34 in total	PRISM: Personalized Recommendation via Information Synergy Module. (2026) Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation. (2024)

6.0

LLM-EDT: Large Language Models Enhanced Cross-domain Sequential Recommendation with Dual-phase Training

sigir26-223 · 3 assigned

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Expert	Fit	Tier	Activity	Closest recent work
Donglin Zhou dblp:352/5896 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	LLM-based Semantic and ID Representations for Sequential Recommendation. (2026) Self-supervised representation learning with ID-Content modality alignment for sequential recommendation. (2026)
Xuying Ning dblp:360/5460 · DBLP ↗	99.99+	senior	10 since 2021 10 in total	i2VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation. (2025) SLMRec: Distilling Large Language Models into Small for Sequential Recommendation. (2025)
Lei Cheng 0005 dblp:48/2700-5 · DBLP ↗	99.99+	senior	23 since 2021 23 in total	RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. (2022) DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval. (2025)
Lei Guo 0008 dblp:64/1967-8 · DBLP ↗	99.99+	junior + senior	36 since 2021 44 in total	PPA++: Preference Prototype-Aware Learning with Large Language Model for Universal Cross-Domain Recommendation. (2026) Future-aware user intent modeling with knowledge distillation for sequential recommendation. (2026)
Ruobing Xie dblp:178/8590 · DBLP ↗	99.99+	junior + senior	104 since 2021 125 in total	Exploration and Exploitation of Hard Negative Samples for Cross-Domain Sequential Recommendation. (2025) A Pre-trained Plug-in Mixture-of-LoRAs Model for Transferable Sequential Recommendation. (2025)
Xingyu Lou dblp:242/3345 · DBLP ↗	99.99+	senior	12 since 2021 13 in total	Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype. (2025) Field Matters: A Lightweight LLM-enhanced Method for CTR Prediction. (2026)
Linjian Mo dblp:88/6405 · DBLP ↗	99.99+	senior	30 since 2021 36 in total	Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors. (2024) A Hierarchical User Behavior Modeling Framework for Cross-Domain Click-Through Rate Prediction. (2022)
Ziwei Fan 0001 dblp:165/2097-1 · DBLP ↗	99.99+	junior + senior	16 since 2021 20 in total	Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer. (2022) Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. (2024)
Xiaodong Li 0012 dblp:50/3993-12 · DBLP ↗	99.99+	junior + senior	10 since 2021 10 in total	From Agnostic to Specific: Latent Preference Diffusion for Multi-Behavior Sequential Recommendation. (2026) Personalized Multi-Interest Modeling for Cross-Domain Recommendation to Cold-Start Users. (2025)
Pan Li 0008 dblp:72/2643-8 · DBLP ↗	99.99+	junior + senior	9 since 2021 15 in total	Dual Attentive Sequential Learning for Cross-Domain Click-Through Rate Prediction. (2021) Leveraging Multi-Faceted User Preferences for Improving Click-Through Rate Predictions. (2021)

6.0

Search for Coverage: Learning Coverage-Aware Retrieval with Augmented Sub-Question Answerability

sigir26-227 · 3 assigned

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Expert	Fit	Tier	Activity	Closest recent work
Shasha Guo 0002 dblp:205/8176-2 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Diversifying Question Generation over Knowledge Base via External Natural Questions. (2024) DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner. (2022)
Seonjeong Hwang dblp:329/6519 · DBLP ↗	99.99+	junior + senior	9 since 2021 9 in total	Explainable Multi-hop Question Generation: An End-to-End Approach without Intermediate Question Labeling. (2024) Conversational QA Dataset Generation with Answer Revision. (2022)
Harsh Trivedi dblp:95/9586 · DBLP ↗	99.99+	junior	9 since 2021 12 in total	Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions. (2023) MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents. (2026)
Matt Gardner 0001 dblp:00/8046 · DBLP ↗	99.99+	senior	16 since 2021 48 in total	IIRC: A Dataset of Incomplete Information Reading Comprehension Questions. (2020) CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation. (2022)
Ming-Wei Chang dblp:69/4618 · DBLP ↗	99.99+	senior	17 since 2021 63 in total	Joint Passage Ranking for Diverse Multi-Answer Retrieval. (2021) QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations. (2023)
Gangwoo Kim dblp:264/0044 · DBLP ↗	99.99+	junior	4 since 2021 5 in total	Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models. (2023) Saving Dense Retriever from Shortcut Dependency in Conversational Search. (2022)
Matteo Gabburo dblp:290/8136 · DBLP ↗	99.99+	junior	2 since 2021 2 in total	Learning Answer Generation using Supervision from Automatic Question Answering Evaluators. (2023) Knowledge Transfer from Answer Ranking to Answer Generation. (2022)
Dheeru Dua dblp:194/5251 · DBLP ↗	99.99+	junior	5 since 2021 8 in total	Successive Prompting for Decomposing Complex Questions. (2022) Tricks for Training Sparse Translation Models. (2022)
Semih Yavuz dblp:129/1217 · DBLP ↗	99.99+	senior	12 since 2021 26 in total	RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering. (2022) Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset. (2019)
Yajuan Lyu dblp:190/7920 · DBLP ↗	99.99	senior	17 since 2021 29 in total	FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning. (2023) DuEE: A Large-Scale Dataset for Chinese Event Extraction in Real-World Scenarios. (2020)

6.0

Set-Based Cross-Domain Recommendation

sigir26-229 · 3 assigned

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Expert	Fit	Tier	Activity	Closest recent work
Lei Guo 0008 dblp:64/1967-8 · DBLP ↗	99.99+	junior + senior	36 since 2021 44 in total	PPA++: Preference Prototype-Aware Learning with Large Language Model for Universal Cross-Domain Recommendation. (2026) Future-aware user intent modeling with knowledge distillation for sequential recommendation. (2026)
Pan Li 0008 dblp:72/2643-8 · DBLP ↗	99.99+	junior + senior	9 since 2021 15 in total	Dual Attentive Sequential Learning for Cross-Domain Click-Through Rate Prediction. (2021) Leveraging Multi-Faceted User Preferences for Improving Click-Through Rate Predictions. (2021)
Yuekui Yang dblp:79/2690 · DBLP ↗	99.99+	senior	10 since 2021 17 in total	CD-CDR: Conditional Diffusion-based Item Generation for Cross-Domain Recommendation. (2025) AEFS: Adaptive Early Feature Selection for Deep Recommender Systems. (2025)
Shanlei Mu dblp:226/9468 · DBLP ↗	99.99+	junior	7 since 2021 8 in total	Debiasing Learning based Cross-domain Recommendation. (2021) RecBole 2.0: Towards a More Up-to-Date Recommendation Library. (2022)
Xiaodong Li 0012 dblp:50/3993-12 · DBLP ↗	99.99+	junior + senior	10 since 2021 10 in total	From Agnostic to Specific: Latent Preference Diffusion for Multi-Behavior Sequential Recommendation. (2026) Personalized Multi-Interest Modeling for Cross-Domain Recommendation to Cold-Start Users. (2025)
Zhiwei Liu 0001 dblp:90/9499-1 · DBLP ↗	99.99+	senior	52 since 2021 61 in total	Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation. (2023) ActionStudio: A Lightweight Framework for Data and Training of Large Action Models. (2025)
Fajie Yuan dblp:175/4819 · DBLP ↗	99.99+	senior	27 since 2021 50 in total	StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking. (2021) Multi-Modality is All You Need for Transferable Recommender Systems. (2024)
Guibing Guo dblp:84/10716 · DBLP ↗	99.99	senior	58 since 2021 115 in total	Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation. (2025) Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models. (2026)
Seongku Kang dblp:251/9613 · DBLP ↗	99.99	junior + senior	39 since 2021 42 in total	Multi-Domain Recommendation to Attract Users via Domain Preference Modeling. (2024) Bootstrapping User and Item Representations for One-Class Collaborative Filtering. (2021)
Yiqing Wu dblp:45/7102 · DBLP ↗	99.99	junior + senior	23 since 2021 25 in total	One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation. (2025) A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain Recommendation. (2025)

6.0

SPRINT: Scalable and Predictive Intent Refinement for LLM-Enhanced Session-based Recommendation

sigir26-231 · 3 assigned

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Expert	Fit	Tier	Activity	Closest recent work
Xingyu Lou dblp:242/3345 · DBLP ↗	99.99+	senior	12 since 2021 13 in total	Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype. (2025) Field Matters: A Lightweight LLM-enhanced Method for CTR Prediction. (2026)
Jiahao Liu 0009 dblp:173/5146-9 · DBLP ↗	99.99+	junior + senior	14 since 2021 14 in total	AutoSeqRec: Autoencoder for Efficient Sequential Recommendation. (2023) Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation. (2023)
Guojia An dblp:379/7304 · DBLP ↗	99.99+	junior	7 since 2021 7 in total	Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based Recommendation. (2026) Beyond the Single Path: Divergent Reasoning for LLM-based Recommendation. (2026)
Chenxu Zhu dblp:261/9242 · DBLP ↗	99.99+	junior + senior	17 since 2021 18 in total	DFFM: Domain Facilitated Feature Modeling for CTR Prediction. (2023) AIE: Auction Information Enhanced Framework for CTR Prediction in Online Advertising. (2024)
Jiayin Wang 0001 dblp:74/1572-1 · DBLP ↗	99.99+	junior + senior	9 since 2021 9 in total	Large Language Models as Evaluators for Recommendation Explanations. (2024) Measuring Item Global Residual Value for Fair Recommendation. (2023)
Hengliang Luo dblp:169/1786 · DBLP ↗	99.99+	senior	16 since 2021 27 in total	Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation. (2022) Enhancing ID-based Recommendation with Large Language Models. (2025)
Peijie Sun dblp:222/1261 · DBLP ↗	99.99	junior + senior	31 since 2021 34 in total	PRISM: Personalized Recommendation via Information Synergy Module. (2026) Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation. (2024)
Longqi Yang 0001 dblp:143/7359-1 · DBLP ↗	99.99	senior	18 since 2021 34 in total	WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback. (2026) Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies. (2025)
Hansu Gu dblp:00/7447 · DBLP ↗	99.99	senior	45 since 2021 60 in total	Exploring Cross-Site User Modeling without Cross-Site User Identity Linkage: A Case Study of Content Preference Prediction. (2025) RECOSIM: A Universal, Accurate, and Scalable Simulation Framework for Online Community Recommendations. (2026)
Zhaoxin Huan dblp:221/3647 · DBLP ↗	99.99	junior + senior	17 since 2021 20 in total	Corrigendum: One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2026) One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. (2025)

6.0

Think, But Don't Tell: Implicit Reasoning for LLM-based Sequential Recommendation via Multi-Teacher Distillation

sigir26-233 · 3 assigned

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Yichao Wang 0002 dblp:79/10448-2 · DBLP ↗	99.99+	senior	32 since 2021 32 in total	Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark. (2025) Prompt Tuning as User Inherent Profile Inference Machine. (2025)
Chengkai Huang dblp:143/1036 · DBLP ↗	99.99+	junior + senior	19 since 2021 26 in total	Factorized Latent Reasoning for LLM-based Recommendation. (2026) SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes. (2026)
Weiwen Liu dblp:75/2746 · DBLP ↗	99.99+	senior	67 since 2021 83 in total	RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation. (2026) WESE: weak exploration to strong exploitation for LLM agents. (2026)
Xiaolei Wang 0005 dblp:09/766-5 · DBLP ↗	99.99+	junior + senior	13 since 2021 13 in total	Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering. (2025) Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers. (2025)
Yuhao Wang 0006 dblp:54/518-6 · DBLP ↗	99.99+	junior + senior	23 since 2021 23 in total	Exploration and Regularization of the Latent Action Space in Recommendation. (2023) Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs. (2025)
Zhi Zheng 0008 dblp:30/679-8 · DBLP ↗	99.99+	junior + senior	37 since 2021 37 in total	Token-level Collaborative Alignment for LLM-based Generative Recommendation. (2026) Exploiting large language model with reinforcement learning for generative job recommendations. (2026)
Changle Qu dblp:378/1193 · DBLP ↗	99.99+	junior + senior	10 since 2021 10 in total	MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching. (2026) KuaiLive: A Real-time Interactive Dataset for Live Streaming Recommendation. (2026)
Xiaopeng Li 0014 dblp:45/1827-14 · DBLP ↗	99.99+	junior + senior	18 since 2021 18 in total	Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark. (2025) Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval. (2026)
Jieyong Kim dblp:371/9365 · DBLP ↗	99.99+	junior	2 since 2021 2 in total	Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation. (2025)
Wayne Xin Zhao dblp:52/8700 · DBLP ↗	99.99	junior + senior	185 since 2021 265 in total	Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering. (2025) Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models. (2026)

5.0

When Vision Meets Texts in Listwise Reranking

sigir26-198 · 2 assigned

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Soyoung Yoon dblp:295/8865 · DBLP ↗	99.99+	junior + senior	8 since 2021 8 in total	ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval. (2024) On Listwise Reranking for Corpus Feedback. (2026)
Jingfen Qiao dblp:400/6945 · DBLP ↗	99.99	junior	5 since 2021 5 in total	DIVAgent: A Diversified Search Agent that Mimics the Human Search Process. (2025)
Jin Ma 0003 dblp:31/2986-3 · DBLP ↗	99.99	senior	15 since 2021 15 in total	TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking. (2026) Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval. (2023)
Xinyu Zhang 0018 dblp:58/4582-18 · DBLP ↗	99.99	senior	17 since 2021 19 in total	Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. (2024) MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages. (2023)
Jia-Huei Ju dblp:291/4424 · DBLP ↗	99.99	junior + senior	12 since 2021 12 in total	To Case or Not to Case: An Empirical Study in Learned Sparse Retrieval. (2026) Better than Dense? Investigating the Natural Backward Compatibility of Learned Sparse Representations. (2026)
Dingkun Long dblp:190/7094 · DBLP ↗	99.99	senior	15 since 2021 19 in total	Progressive Adaptation of Large Language Models for Multilingual Text Ranking. (2026) Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models. (2025)
Eduard Gabriel Poesina dblp:400/5227 · DBLP ↗	99.99	junior	3 since 2021 3 in total	PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction. (2025) A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus. (2024)
Yawen Zeng dblp:240/5421 · DBLP ↗	99.99	junior + senior	36 since 2021 39 in total	Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation. (2022) Multi-Modal Knowledge Hypergraph for Diverse Image Retrieval. (2023)
Ronak Pradeep dblp:270/1757 · DBLP ↗	99.99	junior + senior	24 since 2021 24 in total	Accelerating Listwise Reranking: Reproducing and Enhancing FIRST. (2025) Another Look at DPR: Reproduction of Training and Replication of Retrieval. (2022)
Yingfei Sun dblp:08/6724 · DBLP ↗	99.99	senior	30 since 2021 38 in total	Simplified TinyBERT: Knowledge Distillation for Document Retrieval. (2021) Spiral of Silence: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering. (2024)

5.0

A Parametric Memory Head for Continual Generative Retrieval

sigir26-200 · 2 assigned

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Songhao Wu dblp:375/0467 · DBLP ↗	99.99+	junior	8 since 2021 8 in total	PolarQuant: Leveraging Polar Transformation for Key Cache Quantization and Decoding Acceleration. (2025) PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead. (2025)
Yunfan Xie dblp:379/9503 · DBLP ↗	99.99+	junior	4 since 2021 4 in total	Learning Discrete Identifiers and Dense Vectors for Generative Retrieval. (2026) Erratum: Learning Discrete Identifiers and Dense Vectors for Generative Retrieval. (2026)
Tuan-Luc Huynh dblp:324/2487 · DBLP ↗	99.99+	junior	6 since 2021 6 in total	Efficient Continual Adaptation of Generative Retrieval Systems over Dynamic Corpora. (2026) MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora. (2025)
Shuting Wang 0002 dblp:49/11315-2 · DBLP ↗	99.99+	junior + senior	11 since 2021 11 in total	RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation. (2025) OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain. (2025)
Thibault Formal dblp:262/5989 · DBLP ↗	99.99+	junior	13 since 2021 14 in total	Provence: efficient and robust context pruning for retrieval-augmented generation. (2025) SPLATE: Sparse Late Interaction Retrieval. (2024)
Stéphane Clinchant dblp:97/2910 · DBLP ↗	99.99+	senior	24 since 2021 39 in total	Provence: efficient and robust context pruning for retrieval-augmented generation. (2025) SPLATE: Sparse Late Interaction Retrieval. (2024)
Marco Braga 0001 dblp:23/5512-1 · DBLP ↗	99.99	junior	5 since 2021 5 in total	Investigating Task Arithmetic for Zero-Shot Information Retrieval. (2025) Revealing MonoT5s Learning Mechanisms via Prompt-Token Adaptation. (2026)
Tianxin Wei dblp:277/5800 · DBLP ↗	99.99	junior + senior	28 since 2021 29 in total	SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence. (2025) Panda: Test-Time Adaptation with Negative Data Augmentation. (2026)
Jianjin Zhang dblp:230/4168 · DBLP ↗	99.99	senior	7 since 2021 10 in total	Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval. (2022) Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism. (2025)
Jia-Huei Ju dblp:291/4424 · DBLP ↗	99.99	junior + senior	12 since 2021 12 in total	To Case or Not to Case: An Empirical Study in Learned Sparse Retrieval. (2026) Better than Dense? Investigating the Natural Backward Compatibility of Learned Sparse Representations. (2026)

5.0

Hierarchical Cluster-based Open-World Graph Active Learning

sigir26-219 · 2 assigned

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Junda Ye dblp:308/7038 · DBLP ↗	99.99+	junior	18 since 2021 18 in total	CONGREGATE: Contrastive Graph Clustering in Curvature Spaces. (2023) Learning to Explore: Policy-Guided Outlier Synthesis for Graph Out-of-Distribution Detection. (2026)
Xingyi Zhang 0003 dblp:93/1107-3 · DBLP ↗	99.99+	junior + senior	11 since 2021 11 in total	FICOM: an effective and scalable active learning framework for GNNs on semi-supervised node classification. (2024) SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels. (2025)
Yixiang Dong dblp:260/0886 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Semi-Supervised Graph Contrastive Learning With Virtual Adversarial Augmentation. (2024) Heterogeneous graph attention network with motif clique. (2023)
Yurui Lai dblp:307/3251 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	NCCR: Neighbor and Cluster Consistency Regularization for Improving Graph Node Classification. (2022) Simple yet Effective Graph Distillation via Clustering. (2025)
Sihang Zhou 0001 dblp:150/4048 · DBLP ↗	99.99+	senior	76 since 2021 90 in total	Deep Temporal Graph Clustering: A Comprehensive Benchmark and Datasets. (2025) Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network. (2025)
Wen-Zhi Li dblp:312/3995 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Metric Clustering and Graph Optimization Problems using Weak Comparison Oracles. (2025) StarGAT: Star-Shaped Hierarchical Graph Attentional Network for Heterogeneous Network Representation Learning. (2021)
Yifang Qin dblp:59/11524 · DBLP ↗	99.99+	junior + senior	33 since 2021 39 in total	Focus on informative graphs! Semi-supervised active learning for graph-level classification. (2024) DEER: Distribution Divergence-Based Graph Contrast for Partial Label Learning on Graphs. (2026)
Jianxiang Yu 0001 dblp:72/6230-1 · DBLP ↗	99.99+	senior	8 since 2021 8 in total	RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning. (2025) Hierarchical Vector Quantized Graph Autoencoder with Annealing-Based Code Selection. (2025)
Di Jin 0001 dblp:67/1861-1 · DBLP ↗	99.99+	junior + senior	125 since 2021 179 in total	Towards Graph Foundation Model: Node Feature Transfer Invariant Modeling on General Graphs. (2026) Unifying heterophily and oversmoothing in graph neural networks via feature spectral diversity. (2026)
Wei Ju 0001 dblp:171/4781-1 · DBLP ↗	99.99+	junior + senior	85 since 2021 85 in total	FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering. (2026) HGOOD-D: Hyperbolic Hierarchical Exploration for Graph Out-of-Distribution Detection. (2026)

5.0

PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs

sigir26-226 · 2 assigned

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Sooel Son dblp:09/3668 · DBLP ↗	99.99+	senior	29 since 2021 44 in total	Zelda: Feedback-driven Closed-box Fuzzing for Identifying Web Application Vulnerabilities. (2026) TrustyMon: Practical Detection of DOM-based Cross-Site Scripting Attacks Using Trusted Types. (2025)
Dongwon Shin dblp:71/5158 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	Private Investigator: Extracting Personally Identifiable Information from Large Language Models Using Optimized Prompts. (2025) LLMs Killed Q&A Stars? Analyzing the Impact of LLM-Generated Answers on an Online Q&A Platform. (2026)
Fengqing Jiang dblp:294/4119 · DBLP ↗	99.99+	junior + senior	13 since 2021 13 in total	ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates. (2025) Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. (2025)
Rui Ha dblp:389/7543 · DBLP ↗	99.99+	junior	6 since 2021 6 in total	DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models. (2025) Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling. (2025)
Xuandong Zhao dblp:244/8033 · DBLP ↗	99.99+	junior + senior	26 since 2021 27 in total	DE-COP: Detecting Copyrighted Content in Language Models Training Data. (2024) Improving LLM Safety Alignment with Dual-Objective Optimization. (2025)
Dawn Song dblp:s/DXSong · DBLP ↗	99.99+	senior	114 since 2021 314 in total	CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models. (2025) GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning. (2025)
Michael Backes 0001 dblp:b/MichaelBackes1 · DBLP ↗	99.99	senior	99 since 2021 286 in total	Open Schrödinger's Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services. (2026) Bridging the Gap in Vision Language Models in Identifying Unsafe Concepts Across Modalities. (2025)
Tianle Gu dblp:362/4238 · DBLP ↗	99.99	junior + senior	9 since 2021 9 in total	Probing the Safety Robustness of LLMs in Latent Space. (2026) SCAN: Structured Capability Assessment and Navigation for LLMs. (2026)
Qiongkai Xu dblp:127/0174 · DBLP ↗	99.99	senior	20 since 2021 27 in total	Activation Decomposition and Steering for LLM Backdoor Remediation. (2026) ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation. (2025)
Xinyue Shen 0001 dblp:148/9731-1 · DBLP ↗	99.99	senior	18 since 2021 18 in total	Open Schrödinger's Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services. (2026) From Meme to Threat: On the Hateful Meme Understanding and Induced Hateful Content Generation in Open-Source Vision Language Models. (2025)

4.0

Towards Conflict-aware Selective Knowledge Unlearning for Continual Few-shot Knowledge Graph Completion

sigir26-190 · 3 assigned

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Yuxia Geng dblp:205/4292 · DBLP ↗	99.99+	senior	18 since 2021 21 in total	Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysis. (2025) Prompting disentangled embeddings for knowledge graph completion with pre-trained language model. (2025)
Shangfei Zheng dblp:251/6564 · DBLP ↗	99.99+	junior + senior	19 since 2021 19 in total	Multi-hop reasoning with fine-grained entity representations and LLM-augmented actions over few-shot knowledge graphs. (2026) Context-aware adaptive reinforcement learning for multi-hop knowledge graph reasoning in few-shot scenarios. (2025)
Wen Zhang 0015 dblp:43/2368-15 · DBLP ↗	99.99+	junior + senior	68 since 2021 76 in total	Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning. (2025) Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations. (2024)
Jiujiang Guo dblp:341/2400 · DBLP ↗	99.99+	junior	19 since 2021 19 in total	Two-Stage Knowledge Graph Completion Based on Semantic Features and High-Order Structural Features. (2024) From co-occurrence to coherence: Quantum-informed representation learning for knowledge graph completion. (2026)
Tianxing Wu 0001 dblp:152/2473-1 · DBLP ↗	99.99+	senior	38 since 2021 50 in total	Supervised Relational Learning with Selective Neighbor Entities for Few-Shot Knowledge Graph Completion. (2024) unKR: A Python Library for Uncertain Knowledge Graph Reasoning by Representation Learning. (2024)
Kai Wang 0057 dblp:78/2022-57 · DBLP ↗	99.99+	junior	11 since 2021 13 in total	Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs. (2025) TIGER: Training Inductive Graph Neural Network for Large-scale Knowledge Graph Reasoning. (2024)
Zequn Sun 0001 dblp:186/9718-1 · DBLP ↗	99.99+	junior + senior	27 since 2021 36 in total	Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities. (2022) Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs. (2022)
Yichi Zhang 0009 dblp:86/7054-9 · DBLP ↗	99.99+	junior + senior	25 since 2021 25 in total	Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning. (2025) UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction. (2026)
Ziyu Shang dblp:243/1450 · DBLP ↗	99.99+	junior + senior	23 since 2021 23 in total	Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning. (2025) Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning. (2024)
Kai Chen 0020 dblp:c/KaiChen20 · DBLP ↗	99.99+	junior	38 since 2021 42 in total	Geometry fusion representation for knowledge graph completion using multi-view information bottleneck. (2025) Contextualise Entities and Relations: An Interaction Method for Knowledge Graph Completion. (2021)

4.0

Unifying Granularity and Reliability: A Robust and Efficient Framework for Text-based Person Retrieval

sigir26-194 · 3 assigned

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Yaxiong Wang dblp:202/3251 · DBLP ↗	99.99+	senior	41 since 2021 46 in total	Beyond Walking: A Large-Scale Image-Text Benchmark for Text-Based Person Anomaly Search. (2025) Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark. (2023)
Weili Guan dblp:236/2820 · DBLP ↗	99.99	senior	90 since 2021 103 in total	Lightweight Relational Proposal Network with Dual-Branch Distillation for Video Moment Retrieval. (2025) StructAlign: Structured Cross-Modal Alignment for Continual Text-to-Video Retrieval. (2026)
Zhedong Zheng dblp:190/7710 · DBLP ↗	99.99	senior	67 since 2021 82 in total	Beyond Walking: A Large-Scale Image-Text Benchmark for Text-Based Person Anomaly Search. (2025) Pretrain-then-Adapt: Uncertainty-Aware Test-Time Adaptation for Text-based Person Search. (2026)
Donglin Zhang 0001 dblp:16/493-1 · DBLP ↗	99.98	junior	36 since 2021 37 in total	Robust supervised matrix factorization hashing with application to cross-modal retrieval. (2023) SketchMind: Understanding Abstract Sketches with MLLMs for Fine-Grained Sketch-Based Image Retrieval. (2026)
Da Li 0003 dblp:43/4804-3 · DBLP ↗	99.98	junior	10 since 2021 13 in total	A Comprehensive Study on Large-Scale Person Retrieval in Real Surveillance Scenarios. (2019) Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective. (2025)
Heng Tao Shen dblp:s/HTShen · DBLP ↗	99.98	senior	307 since 2021 582 in total	Generalizable Egocentric Task Verification via Cross-Modal Hybrid Hypergraph Matching. (2026) Cross-Modal Full-Mode Fine-Grained Alignment for Text-to-Image Person Retrieval. (2026)
Xing Sun 0001 dblp:90/2719-1 · DBLP ↗	99.98	senior	78 since 2021 92 in total	Learning Interleaved Image-Text Comprehension in Vision-Language Large Models. (2025) SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger. (2024)
Ziyong Lin dblp:340/7844 · DBLP ↗	99.98	junior	5 since 2021 5 in total	CMGH:Label Co-occurrence-Enhanced Contrastive Multi-granularity Hashing Cross-Modal Retrieval. (2024) Hierarchical modal interaction balance cross-modal hashing for unsupervised image-text retrieval. (2024)
Richang Hong dblp:59/1501 · DBLP ↗	99.98	senior	239 since 2021 420 in total	Fine-grained Text-Video Retrieval with Patch-level Temporal Difference and Aggregation. (2026) MURE: Hierarchical Multi-Resolution Encoding via Vision-Language Models for Visual Document Retrieval. (2026)
Yupeng Hu 0003 dblp:62/7825-3 · DBLP ↗	99.97	senior	61 since 2021 71 in total	Gaming for Boundary: Elastic Localization for Frame-Supervised Video Moment Retrieval. (2025) Cross-modal Representation Shift Refinement for Point-supervised Video Moment Retrieval. (2026)

4.0

Bridging Behavior and Semantics for Time-aware Cross-Domain Sequential Recommendation

sigir26-208 · 3 assigned

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Weike Pan dblp:86/7788 · DBLP ↗	99.99+	senior	79 since 2021 123 in total	Dual-stage scoring via task decoupling and fine-grained preference learning for side-information integrated sequential recommendation. (2025) Self-supervised representation learning with ID-Content modality alignment for sequential recommendation. (2026)
Xiaodong Li 0012 dblp:50/3993-12 · DBLP ↗	99.99+	junior + senior	10 since 2021 10 in total	From Agnostic to Specific: Latent Preference Diffusion for Multi-Behavior Sequential Recommendation. (2026) Personalized Multi-Interest Modeling for Cross-Domain Recommendation to Cold-Start Users. (2025)
Donglin Zhou dblp:352/5896 · DBLP ↗	99.99+	junior	5 since 2021 5 in total	LLM-based Semantic and ID Representations for Sequential Recommendation. (2026) Self-supervised representation learning with ID-Content modality alignment for sequential recommendation. (2026)
Ziwei Fan 0001 dblp:165/2097-1 · DBLP ↗	99.99	junior + senior	16 since 2021 20 in total	Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer. (2022) Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. (2024)
Shoujin Wang dblp:16/8492 · DBLP ↗	99.99	junior + senior	80 since 2021 94 in total	Federated User Preference Modeling for Privacy-Preserving Cross-Domain Recommendation. (2025) When Large Vision Language Models Meet Multimodal Sequential Recommendation: An Empirical Study. (2025)
Xuying Ning dblp:360/5460 · DBLP ↗	99.99	senior	10 since 2021 10 in total	i2VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation. (2025) SLMRec: Distilling Large Language Models into Small for Sequential Recommendation. (2025)
Lei Guo 0008 dblp:64/1967-8 · DBLP ↗	99.99	junior + senior	36 since 2021 44 in total	PPA++: Preference Prototype-Aware Learning with Large Language Model for Universal Cross-Domain Recommendation. (2026) Future-aware user intent modeling with knowledge distillation for sequential recommendation. (2026)
Peng Jiang 0002 dblp:273/6545 · DBLP ↗	99.99	senior	83 since 2021 103 in total	Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion. (2025) Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model. (2025)
Chenyang Wang 0003 dblp:163/7308-3 · DBLP ↗	99.99	junior	12 since 2021 17 in total	Toward Dynamic User Intention: Temporal Evolutionary Effects of Item Relations in Sequential Recommendation. (2021) Make It a Chorus: Knowledge- and Time-aware Item Modeling for Sequential Recommendation. (2020)
Yiqing Wu dblp:45/7102 · DBLP ↗	99.99	junior + senior	23 since 2021 25 in total	One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation. (2025) A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain Recommendation. (2025)

4.0

Optimizing Marketing Subsidies via Counterfactual Learning with Asymmetric Reward Function

sigir26-225 · 3 assigned

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Expert	Fit	Tier	Activity	Closest recent work
Zexu Sun dblp:358/7111 · DBLP ↗	99.99	junior + senior	19 since 2021 19 in total	Sequential Causal Effect Estimation by Jointly Modeling the Unmeasured Confounders and Instrumental Variables. (2025) Towards Effective and Efficient Multi-valued Treatment Uplift Modeling in Online Marketing. (2024)
Changshuai Wei dblp:163/2271 · DBLP ↗	99.99	junior	3 since 2021 4 in total	Neural Optimization with Adaptive Heuristics for Intelligent Marketing System. (2024) A generalized association test based on U statistics. (2017)
Nathan Kallus dblp:142/2900 · DBLP ↗	99.99	senior	56 since 2021 82 in total	Robust and Agnostic Learning of Conditional Distributional Treatment Effects. (2023) Reward Maximization for Pure Exploration: Minimax Optimal Good Arm Identification for Nonparametric Multi-Armed Bandits. (2025)
Haruka Kiyohara dblp:294/5273 · DBLP ↗	99.99	junior	10 since 2021 10 in total	Policy Design for Two-sided Platforms with Participation Dynamics. (2025) Off-Policy Evaluation of Slate Bandit Policies via Optimizing Abstraction. (2024)
Zhe Feng 0004 dblp:36/1508-4 · DBLP ↗	99.99	senior	21 since 2021 27 in total	Online Bidding under RoS Constraints without Knowing the Value. (2025) A Field Guide for Pacing Budget and ROS Constraints. (2024)
Zhijian Duan 0001 dblp:170/9206-1 · DBLP ↗	99.99	junior	9 since 2021 10 in total	An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising. (2025) Automated Deterministic Auction Design with Objective Decomposition. (2026)
Yunpeng Weng dblp:237/0144 · DBLP ↗	99.98	junior + senior	13 since 2021 13 in total	Towards Effective and Efficient Multi-valued Treatment Uplift Modeling in Online Marketing. (2024) A Predict-Then-Optimize Customer Allocation Framework for Online Fund Recommendation. (2025)
Stefan Feuerriegel dblp:125/0630 · DBLP ↗	99.98	senior	62 since 2021 89 in total	Treatment Effect Estimation for Optimal Decision-Making. (2025) LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding. (2025)
Zeyu Zheng 0002 dblp:48/7883-2 · DBLP ↗	99.98	senior	16 since 2021 16 in total	A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk. (2022) A/B Test and Online Experiment Under Diminishing Marginal Effects: Regret Minimization and Statistical Inference. (2025)
Hechuan Wen dblp:350/0409 · DBLP ↗	99.98	junior	5 since 2021 5 in total	Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective. (2025) Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation. (2025)

3.5

HCPRA: A Hierarchical Cognition-Perception-Reasoning Agent Framework for Emotion-Cause Pair Extraction in Conversations

sigir26-141 · 3 assigned

5 strong reviewers for it in the pool, but other papers need them too: it can get only 2 of 3 within everyone's load
3 assigned reviewer(s) outside the top 5%

2 / 3

99.94

Recruit for this paper · 10 candidates

Expert	Fit	Tier	Activity	Closest recent work
Geng Tu dblp:241/1300 · DBLP ↗	99.99+	junior + senior	30 since 2021 31 in total	Generalizing to Unseen Speakers: Multimodal Emotion Recognition in Conversations With Speaker Generalization. (2025) Causal-ERC: A Multimodal Framework with Causal Prompting for Emotion Recognition in Conversations with Large Language Models. (2026)
Gopendra Vikram Singh dblp:258/4363 · DBLP ↗	99.99+	junior	27 since 2021 27 in total	DeCoDE: Detection of Cognitive Distortion and Emotion Cause Extraction in Clinical Conversations. (2023) COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in Conversations. (2022)
Yifei Zhang 0003 dblp:55/5266-3 · DBLP ↗	99.99	senior	52 since 2021 86 in total	MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction-Tuning for Emotion-Cause Pair Extraction. (2025) Enhancing Zero-Shot Emotion Perception in Conversation Through the Internal-to-External Chain-of-Thought. (2025)
Asif Ekbal dblp:11/3590 · DBLP ↗	99.99	senior	158 since 2021 283 in total	Reasoning as Supportive Context for Machine Translation: A Case Study on Hindi to Bengali Language Pair. (2026) CAuSE: Decoding Multimodal Classifiers using Faithful Natural Language Explanation. (2026)
Erik Cambria dblp:80/7421 · DBLP ↗	99.99	senior	157 since 2021 276 in total	MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning. (2026) The Evolution of Philosophy: A Metaphorical Cognition Perspective. (2026)
Daling Wang dblp:37/2233 · DBLP ↗	99.99	senior	65 since 2021 125 in total	MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction-Tuning for Emotion-Cause Pair Extraction. (2025) Enhancing Zero-Shot Emotion Perception in Conversation Through the Internal-to-External Chain-of-Thought. (2025)
Shi Feng 0001 dblp:97/1374-1 · DBLP ↗	99.99	senior	69 since 2021 117 in total	MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction-Tuning for Emotion-Cause Pair Extraction. (2025) Enhancing Zero-Shot Emotion Perception in Conversation Through the Internal-to-External Chain-of-Thought. (2025)
Jiawen Deng 0006 dblp:207/4184-6 · DBLP ↗	99.99	junior + senior	29 since 2021 29 in total	Enhanced Emotion Recognition in Conversations Through Hybrid Context Encoding and Latent Dependency Mining. (2025) MvP-ECR: Multi-Perspective Emotion-Cause Reasoning for Empathetic Dialogue. (2026)
Jiamin Luo dblp:358/1710 · DBLP ↗	99.98	junior	11 since 2021 11 in total	Hawkeye: Discovering and Grounding Implicit Anomalous Sentiment in Recon-videos via Scene-enhanced Video Large Language Model. (2024) Towards LLM-centric Affective Visual Customization via Efficient and Precise Emotion Manipulating. (2026)
Bobo Li 0001 dblp:260/0434-1 · DBLP ↗	99.98	junior + senior	49 since 2021 51 in total	Multimodal Emotion-Cause Pair Extraction with Holistic Interaction and Label Constraint. (2025) An Effective Multimodal Rumor Detection Model via Image Semantic Enhancement and Hierarchical Fusion. (2025)

Topics — submission clusters; coverage = the strong places the pool can fill when all papers are served together, within everyone's load

A topic is a group of similar submissions (grouped by their embeddings), named from the keywords an LLM extracted from each paper, in the way the expertise database's were: the research area most of the group's papers belong to, and the concepts that set the group apart.

Topic

Papers

Coverage

Missing slots

Ill papers

Strong people

Information retrievalimage retrieval · cross-modal retrieval · weakly supervised object detection under-covered

73%

Recruit for this topic · 12 candidates

Expert	Fit	Tier	Activity	Closest recent work
Heng Tao Shen conflict with some papers dblp:s/HTShen · DBLP ↗	99.99+	senior	307 since 2021 582 in total	Generalizable Egocentric Task Verification via Cross-Modal Hybrid Hypergraph Matching. (2026) Cross-Modal Full-Mode Fine-Grained Alignment for Text-to-Image Person Retrieval. (2026)
Hao Liu 0072 conflict with some papers dblp:09/3214-72 · DBLP ↗	99.99+	junior	11 since 2021 11 in total	Gaming for Boundary: Elastic Localization for Frame-Supervised Video Moment Retrieval. (2025) Cross-modal Representation Shift Refinement for Point-supervised Video Moment Retrieval. (2026)
Weili Guan conflict with some papers dblp:236/2820 · DBLP ↗	99.99+	senior	90 since 2021 103 in total	Lightweight Relational Proposal Network with Dual-Branch Distillation for Video Moment Retrieval. (2025) StructAlign: Structured Cross-Modal Alignment for Continual Text-to-Video Retrieval. (2026)
Yupeng Hu 0003 conflict with some papers dblp:62/7825-3 · DBLP ↗	99.99+	senior	61 since 2021 71 in total	Gaming for Boundary: Elastic Localization for Frame-Supervised Video Moment Retrieval. (2025) Cross-modal Representation Shift Refinement for Point-supervised Video Moment Retrieval. (2026)
Cheng Deng 0002 dblp:20/4471-2 · DBLP ↗	99.99+	senior	140 since 2021 255 in total	Backtrace Mamba: Reviving Critical Temporal Contexts via Hierarchical Memory Compression for Online Action Detection. (2026) Energy vs. Noise: Towards Robust Temporal Action Localization in Open-World. (2025)
Jianping Fan 0007 dblp:275/8141 · DBLP ↗	99.99+	senior	64 since 2021 65 in total	Leveraging facial landmarks improves generalization ability for deepfake detection. (2025) DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes. (2025)
Yang Yang 0002 conflict with some papers dblp:48/450-2 · DBLP ↗	99.99+	senior	229 since 2021 406 in total	Progressively Alleviating Noise for Unsupervised Cross-Domain Image Retrieval. (2026) Mismatched Pairs Dynamic Correction for Cross-Modal Alignment in Video Moment Retrieval. (2026)
Zhedong Zheng conflict with some papers dblp:190/7710 · DBLP ↗	99.99+	senior	67 since 2021 82 in total	Beyond Walking: A Large-Scale Image-Text Benchmark for Text-Based Person Anomaly Search. (2025) Pretrain-then-Adapt: Uncertainty-Aware Test-Time Adaptation for Text-based Person Search. (2026)
Jun Yu 0002 dblp:50/5754-2 · DBLP ↗	99.99+	senior	148 since 2021 270 in total	Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning. (2026) Morphology semantics-guided vision language alignment for cervical cell image classification. (2026)
Qi Tian 0001 conflict with some papers dblp:78/1467-1 · DBLP ↗	99.99+	senior	279 since 2021 804 in total	O-DisCo-Edit: Object Distortion Control for Unified Realistic Video Editing. (2026) Black-Box Adaptation for Deepfake Detection via Local Relation Guided AUC Optimization. (2026)
Liqiang Nie conflict with some papers dblp:92/8277 · DBLP ↗	99.99+	senior	334 since 2021 506 in total	StructAlign: Structured Cross-Modal Alignment for Continual Text-to-Video Retrieval. (2026) Visual Self-paced Iterative Learning for Unsupervised Temporal Action Localization. (2026)
Yaxiong Wang conflict with some papers dblp:202/3251 · DBLP ↗	99.99+	senior	41 since 2021 46 in total	Beyond Walking: A Large-Scale Image-Text Benchmark for Text-Based Person Anomaly Search. (2025) Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark. (2023)

Information retrievaldense retrieval · multi-vector retrieval · late-interaction retrieval under-covered

74%

186

Recruit for this topic · 12 candidates

Expert	Fit	Tier	Activity	Closest recent work
Zheng Liu 0011 conflict with some papers dblp:06/3580-11 · DBLP ↗	99.99+	junior + senior	76 since 2021 91 in total	ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval. (2026) Push and Pull: Defending against Retrieval Poisoning Attacks via Embedding Space Reshaping. (2026)
Jia-Huei Ju conflict with some papers dblp:291/4424 · DBLP ↗	99.99+	junior + senior	12 since 2021 12 in total	To Case or Not to Case: An Empirical Study in Learned Sparse Retrieval. (2026) Better than Dense? Investigating the Natural Backward Compatibility of Learned Sparse Representations. (2026)
Qi Liu 0071 conflict with some papers dblp:95/2446-71 · DBLP ↗	99.99+	junior + senior	7 since 2021 7 in total	Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval. (2024) MCP-Focus: Leveraging Function-Oriented Document Enhancement for MCP Server Retrieval. (2026)
Thibault Formal conflict with some papers dblp:262/5989 · DBLP ↗	99.99+	junior	13 since 2021 14 in total	Provence: efficient and robust context pruning for retrieval-augmented generation. (2025) SPLATE: Sparse Late Interaction Retrieval. (2024)
Sean MacAvaney conflict with some papers dblp:203/8759 · DBLP ↗	99.99+	junior + senior	71 since 2021 84 in total	Retrieve, Rerank, Answer, Experiment: Hands-On IR Research with PyTerrier. (2026) Revisiting Text Ranking in Deep Research. (2026)
Weize Kong conflict with some papers dblp:49/8024 · DBLP ↗	99.99+	junior + senior	10 since 2021 19 in total	Learning to Rewrite Prompts for Personalized Text Generation. (2024) Extracting query facets from search results. (2013)
Stéphane Clinchant conflict with some papers dblp:97/2910 · DBLP ↗	99.99+	senior	24 since 2021 39 in total	Provence: efficient and robust context pruning for retrieval-augmented generation. (2025) SPLATE: Sparse Late Interaction Retrieval. (2024)
Efsun Selin Kayi conflict with some papers dblp:321/5907 · DBLP ↗	99.99+	senior	6 since 2021 6 in total	PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval. (2024) MMMORRF: Multimodal Multilingual MOdularized Reciprocal Rank Fusion. (2025)
Eugene Yang 0001 conflict with some papers dblp:127/0482-1 · DBLP ↗	99.99	junior + senior	54 since 2021 58 in total	Better than Dense? Investigating the Natural Backward Compatibility of Learned Sparse Representations. (2026) MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval. (2025)
Simon Lupart conflict with some papers dblp:311/4092 · DBLP ↗	99.99	junior + senior	12 since 2021 12 in total	Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval. (2025) ChatR1: Reinforcement Learning for Conversational Reasoning and Retrieval Augmented Question Answering. (2026)
Yingrui Yang conflict with some papers dblp:10/2088 · DBLP ↗	99.99	junior + senior	8 since 2021 13 in total	LSTM-Based Selective Dense Text Retrieval Guided by Sparse Lexical Retrieval. (2025) Threshold-driven Pruning with Segmented Maximum Term Weights for Approximate Cluster-based Sparse Retrieval. (2024)
Yixing Fan conflict with some papers dblp:188/2160 · DBLP ↗	99.99	senior	47 since 2021 67 in total	Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction. (2022) Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method. (2023)

Recommender systemssequential recommendation · cross-domain recommendation · click-through rate prediction under-covered

78%

169

Recruit for this topic · 12 candidates

Expert	Fit	Tier	Activity	Closest recent work
Peng Jiang 0002 conflict with some papers dblp:273/6545 · DBLP ↗	99.99+	senior	83 since 2021 103 in total	Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion. (2025) Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model. (2025)
Hyunsik Jeon dblp:207/7677 · DBLP ↗	99.99+	junior	9 since 2021 12 in total	Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation. (2024) PGT: news recommendation coalescing personal and global temporal preferences. (2021)
Wenwu Ou conflict with some papers dblp:198/5430 · DBLP ↗	99.99+	senior	16 since 2021 41 in total	MTBRN: Multiplex Target-Behavior Relation Enhanced Network for Click-Through Rate Prediction. (2020) DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models. (2025)
Guohao Cai conflict with some papers dblp:195/8132 · DBLP ↗	99.99+	senior	16 since 2021 20 in total	EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction. (2024) FINAL: Factorized Interaction Layer for CTR Prediction. (2023)
Zhaojie Liu conflict with some papers dblp:33/4880 · DBLP ↗	99.99+	senior	11 since 2021 16 in total	Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. (2025) Student engagement detection in online environment using computer vision and multi-dimensional feature fusion. (2023)
Guibing Guo conflict with some papers dblp:84/10716 · DBLP ↗	99.99	senior	58 since 2021 115 in total	Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation. (2025) Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models. (2026)
Lei Cheng 0005 dblp:48/2700-5 · DBLP ↗	99.99	senior	23 since 2021 23 in total	RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. (2022) DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval. (2025)
Qijie Shen dblp:304/3573 · DBLP ↗	99.99	junior + senior	21 since 2021 21 in total	Side Information Memory Network: Expanding the Breadth of User Behavior Sequences in Recommendation. (2025) LLM Collaborative Filtering: User-Item Graph as New Language. (2026)
Weike Pan conflict with some papers dblp:86/7788 · DBLP ↗	99.99	senior	79 since 2021 123 in total	Dual-stage scoring via task decoupling and fine-grained preference learning for side-information integrated sequential recommendation. (2025) Self-supervised representation learning with ID-Content modality alignment for sequential recommendation. (2026)
Xiuqiang He 0001 conflict with some papers dblp:11/5357-1 · DBLP ↗	99.99	senior	81 since 2021 127 in total	Exploring Test-time Scaling via Prediction Merging on Large-Scale Recommendation. (2026) Touch the Core: Exploring Task Dependence Among Hybrid Targets for Recommendation. (2024)
Ziwei Fan 0001 dblp:165/2097-1 · DBLP ↗	99.99	junior + senior	16 since 2021 20 in total	Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer. (2022) Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. (2024)
Xingyu Lou dblp:242/3345 · DBLP ↗	99.99	senior	12 since 2021 13 in total	Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype. (2025) Field Matters: A Lightweight LLM-enhanced Method for CTR Prediction. (2026)

graph neural networks · subgraph matching · structural overfitting under-covered

79%

151

Recruit for this topic · 12 candidates

Expert	Fit	Tier	Activity	Closest recent work
Danai Koutra dblp:91/9987 · DBLP ↗	99.99+	senior	46 since 2021 109 in total	On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks. (2024) Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices. (2024)
Yuan Fang 0001 dblp:22/981-1 · DBLP ↗	99.99+	junior + senior	72 since 2021 100 in total	Retrieval Augmented Generation for Dynamic Graph Modeling. (2025) On the probability of necessity and sufficiency of explaining Graph Neural Networks: A lower bound optimization approach. (2025)
Yinglong Xia dblp:61/3251 · DBLP ↗	99.99+	senior	33 since 2021 69 in total	Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning. (2021) TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning. (2024)
Cuiying Huo conflict with some papers dblp:294/0972 · DBLP ↗	99.99+	senior	17 since 2021 17 in total	DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks. (2026) T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation. (2023)
Yifei Sun 0002 dblp:27/3389-2 · DBLP ↗	99.99+	senior	11 since 2021 11 in total	Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns. (2024) Who's Next: Rising Star Prediction via Diffusion of User Interest in Social Networks. (2023)
Chuxu Zhang dblp:133/8537 · DBLP ↗	99.99+	junior + senior	81 since 2021 102 in total	Boosting Graph Neural Networks via Adaptive Knowledge Distillation. (2023) Graph Neural Networks for Databases: A Survey. (2025)
Di Jin 0001 dblp:67/1861-1 · DBLP ↗	99.99+	junior + senior	125 since 2021 179 in total	Towards Graph Foundation Model: Node Feature Transfer Invariant Modeling on General Graphs. (2026) Unifying heterophily and oversmoothing in graph neural networks via feature spectral diversity. (2026)
Dongqi Fu dblp:273/0228 · DBLP ↗	99.99+	junior + senior	27 since 2021 29 in total	Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? (2025) SDG: A Simplified and Dynamic Graph Neural Network. (2021)
Bryan Perozzi dblp:91/10813 · DBLP ↗	99.99+	senior	21 since 2021 46 in total	Graph Generative Model for Benchmarking Graph Neural Networks. (2023) Graph Neural Networks in TensorFlow. (2023)
Zengyi Wo conflict with some papers dblp:375/0558 · DBLP ↗	99.99+	junior	6 since 2021 6 in total	Learning Noise-Resilient and Transferable Graph-Text Alignment via Dynamic Quality Assessment. (2026) Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks. (2025)
Xiang Zhang 0001 dblp:91/4353-1 · DBLP ↗	99.99+	senior	36 since 2021 104 in total	Stealing Training Graphs from Graph Neural Networks. (2025) Towards Inductive and Efficient Explanations for Graph Neural Networks. (2024)
Zhen Zhang 0023 dblp:19/5112-23 · DBLP ↗	99.99+	junior + senior	23 since 2021 27 in total	TigeCMN: On exploration of temporal interaction graph embedding via Coupled Memory Neural Networks. (2021) Learning Temporal Interaction Graph Embedding via Coupled Memory Networks. (2020)

Recommender systemsgenerative recommendation · large language model-based recommendation · preference optimization under-covered

82%

178

Recruit for this topic · 12 candidates

Expert	Fit	Tier	Activity	Closest recent work
Fuli Feng conflict with some papers dblp:183/9198 · DBLP ↗	99.99	senior	165 since 2021 195 in total	Verifiable Reasoning for LLM-based Generative Recommendation. (2026) Navigating Through Paper Flood: Advancing LLM-Based Paper Evaluation Through Domain-Aware Retrieval and Latent Reasoning. (2026)
Chenglei Shen conflict with some papers dblp:61/8502 · DBLP ↗	99.99	junior	8 since 2021 8 in total	MoRE: A Mixture of Reflectors Framework for Large Language Model-Based Sequential Recommendation. (2025) GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items. (2026)
Yuhao Wang 0006 conflict with some papers dblp:54/518-6 · DBLP ↗	99.99	junior + senior	23 since 2021 23 in total	Exploration and Regularization of the Latent Action Space in Recommendation. (2023) Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs. (2025)
Xingyu Lou conflict with some papers dblp:242/3345 · DBLP ↗	99.99	senior	12 since 2021 13 in total	Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype. (2025) Field Matters: A Lightweight LLM-enhanced Method for CTR Prediction. (2026)
Ruobing Xie conflict with some papers dblp:178/8590 · DBLP ↗	99.99	junior + senior	104 since 2021 125 in total	Exploration and Exploitation of Hard Negative Samples for Cross-Domain Sequential Recommendation. (2025) A Pre-trained Plug-in Mixture-of-LoRAs Model for Transferable Sequential Recommendation. (2025)
Lixin Zou conflict with some papers dblp:193/4216 · DBLP ↗	99.99	senior	63 since 2021 76 in total	Efficient and explainable sequential recommendation with language model. (2025) Sequential recommendation by reprogramming pretrained transformer. (2025)
Chenxu Zhu conflict with some papers dblp:261/9242 · DBLP ↗	99.99	junior + senior	17 since 2021 18 in total	DFFM: Domain Facilitated Feature Modeling for CTR Prediction. (2023) AIE: Auction Information Enhanced Framework for CTR Prediction in Online Advertising. (2024)
Yong Liu 0020 conflict with some papers dblp:29/4867-20 · DBLP ↗	99.99	junior + senior	102 since 2021 123 in total	Breaking the Bottleneck: User-Specific Optimization and Real-Time Inference Integration for Sequential Recommendation. (2025) Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval. (2026)
Yichao Wang 0002 conflict with some papers dblp:79/10448-2 · DBLP ↗	99.99	senior	32 since 2021 32 in total	Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark. (2025) Prompt Tuning as User Inherent Profile Inference Machine. (2025)
Zhenhua Dong conflict with some papers dblp:81/10590 · DBLP ↗	99.99	senior	96 since 2021 113 in total	UNGER: Generative Recommendation with A Unified Code via Semantic and Collaborative Integration. (2026) ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment. (2025)
Seongku Kang conflict with some papers dblp:251/9613 · DBLP ↗	99.99	junior + senior	39 since 2021 42 in total	Multi-Domain Recommendation to Attract Users via Domain Preference Modeling. (2024) Bootstrapping User and Item Representations for One-Class Collaborative Filtering. (2021)
Wayne Xin Zhao conflict with some papers dblp:52/8700 · DBLP ↗	99.99	junior + senior	185 since 2021 265 in total	Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering. (2025) Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models. (2026)

knowledge graph reasoning · knowledge graph question answering · knowledge base question answering under-covered

82%

136

Recruit for this topic · 12 candidates

Expert	Fit	Tier	Activity	Closest recent work
Jiajie Jin conflict with some papers dblp:349/0586 · DBLP ↗	99.99+	junior + senior	18 since 2021 18 in total	RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation. (2025) WebThinker: Empowering Large Reasoning Models with Deep Research Capability. (2025)
Yuncheng Hua conflict with some papers dblp:162/1637 · DBLP ↗	99.99+	junior + senior	13 since 2021 18 in total	CLRN: A reasoning network for multi-relation question answering over Cross-lingual Knowledge Graphs. (2023) Improving Core Path Reasoning for the Weakly Supervised Knowledge Base Question Answering. (2022)
Haofen Wang dblp:63/4317 · DBLP ↗	99.99+	senior	52 since 2021 99 in total	Unifying Large Language Models and Knowledge Graphs for Question Answering: Recent Advances and Opportunities. (2025) Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities. (2025)
Swarnadeep Saha dblp:203/9296 · DBLP ↗	99.99+	junior + senior	13 since 2021 21 in total	ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning. (2021) MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models. (2024)
Jinhao Jiang conflict with some papers dblp:261/6942 · DBLP ↗	99.99+	junior + senior	17 since 2021 17 in total	ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph. (2023) UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph. (2023)
Rishiraj Saha Roy dblp:96/7128 · DBLP ↗	99.99+	senior	11 since 2021 32 in total	Complex Temporal Question Answering on Knowledge Graphs. (2021) Uniqorn: Unified question answering over RDF knowledge graphs and natural language text. (2024)
Ranran Bu conflict with some papers dblp:402/2561 · DBLP ↗	99.99	junior	4 since 2021 4 in total	GCA-KBQA: A Step-Wise Logical Form Generation Approach for KBQA with Knowledge-Assisted Calibration. (2026) Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms. (2025)
Heydar Soudani conflict with some papers dblp:320/7388 · DBLP ↗	99.99	junior	5 since 2021 5 in total	Total Recall QA: A Verifiable Evaluation Suite for Deep Research Agents. (2026) Uncertainty Quantification for Retrieval-Augmented Reasoning. (2026)
Changzhi Zhou dblp:329/6250 · DBLP ↗	99.99	senior	11 since 2021 11 in total	CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering. (2025) Entity alignment for temporal knowledge graphs via adaptive graph networks. (2023)
Yuanjie Lyu dblp:331/3722 · DBLP ↗	99.99	junior + senior	10 since 2021 10 in total	Enhancing Complex Question Answering via LLM Pseudo-Document and Adaptive Retrieval. (2024) Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation. (2024)
Junnan Dong dblp:322/5787 · DBLP ↗	99.99	junior + senior	15 since 2021 15 in total	Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion. (2024) Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs. (2023)
Wenhao Yu 0002 dblp:159/8117-2 · DBLP ↗	99.99	junior + senior	40 since 2021 45 in total	Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering. (2022) KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering. (2022)

Recommender systemscollaborative filtering · multimodal recommendation · graph-based recommendation under-covered

83%

162

Recruit for this topic · 12 candidates

Expert	Fit	Tier	Activity	Closest recent work
Yangqin Jiang dblp:306/5229 · DBLP ↗	99.99+	junior + senior	9 since 2021 9 in total	DiffKG: Knowledge Graph Diffusion Model for Recommendation. (2024) Adaptive Graph Contrastive Learning for Recommendation. (2023)
Changwang Zhang conflict with some papers dblp:65/7080 · DBLP ↗	99.99+	senior	22 since 2021 25 in total	LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation. (2026) Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype. (2025)
Xiangnan He 0001 conflict with some papers dblp:59/1007 · DBLP ↗	99.99+	junior + senior	181 since 2021 308 in total	Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation. (2026) Agentic Feedback Loop Modeling Improves Recommendation and User Simulation. (2025)
Zixuan Yi dblp:228/5085 · DBLP ↗	99.99+	junior	13 since 2021 15 in total	Graph Contrastive Learning with Positional Representation for Recommendation. (2023) A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation. (2025)
Bin Wu 0019 conflict with some papers dblp:98/4432-19 · DBLP ↗	99.99+	junior	27 since 2021 35 in total	Exploiting global and local item transition patterns for sequential recommendation. (2026) Knowledge-refined information bottleneck for contrastive recommendation. (2025)
Jinze Li 0001 conflict with some papers dblp:127/2970-1 · DBLP ↗	99.99	senior	22 since 2021 22 in total	Well Begun is Half Done: Training-Free and Model-Agnostic Semantically Guaranteed User Representation Initialization for Multimodal Recommendation. (2026) The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation. (2025)
Fajie Yuan conflict with some papers dblp:175/4819 · DBLP ↗	99.99	senior	27 since 2021 50 in total	StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking. (2021) Multi-Modality is All You Need for Transferable Recommender Systems. (2024)
Ziqiang Cui dblp:79/4599 · DBLP ↗	99.99	senior	15 since 2021 16 in total	From Token to Item: Enhancing Large Language Models for Recommendation via Item-aware Attention Mechanism. (2026) Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation. (2025)
Xuhao Zhao 0001 dblp:327/4148-1 · DBLP ↗	99.99	junior + senior	11 since 2021 11 in total	Friend-Aware Contrastive Learning with Aligned Social Graph for Social Recommendation. (2026) Graph Diffusion-Based Representation Learning for Sequential Recommendation. (2024)
Mengru Chen dblp:340/8601 · DBLP ↗	99.99	junior	2 since 2021 2 in total	Heterogeneous Graph Contrastive Learning for Recommendation. (2023) Collaborative Diffusion Models for Recommendation. (2025)
Ruijia Ma dblp:402/0621 · DBLP ↗	99.99	junior	4 since 2021 4 in total	GD-GCN: Granular-diversified graph convolutional network for recommendation. (2026) Intra-Group Individual Item Fairness-Aware Recommendation. (2026)
Xin Zhou 0008 dblp:05/3403-8 · DBLP ↗	99.99	junior + senior	33 since 2021 37 in total	Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability. (2024) Multimodal Pre-training for Sequential Recommendation via Contrastive Learning. (2025)

fairness · personalized question answering · bias mitigation

85%

146

visual document retrieval · multimodal retrieval-augmented generation · multimodal large language model

86%

146

Information retrievalranking · learning to rank · two-tower model

90%

145

conversion rate prediction · violation detection · tabular data synthesis

91%

156

multimodal fake news detection · retrieval-augmented generation · search-induced distortion

93%

135

Information retrievalrelevance judgment · evaluation · unjudged document problem

94%

132

Information retrievaluser search behavior · agentic search · evaluation

100%

164

table retrieval · entity matching · entity linking

100%

133