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Demo Data from VLDB 2026 / reviewers in the wild / expert

Linrui Ma

dblp:368/5964 · DBLP profile ↗
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2ranked-venue papers
2as first author
2since 2021 · last 2026
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 2 · 2 first-author · 2 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Language models and text generation · 67% Deep learning architectures and training · 33%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Deep learning architectures and training › attention mechanism
attention modulation		 1.012026
MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers · ACL (1) 2026
Natural language and speech › Language models and text generation › retrieval augmentation
in-context retrieval		 1.012026
MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers · ACL (1) 2026
Natural language and speech › Language models and text generation
retrieval-augmented generation		 1.012026
MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers · ACL (1) 2026

Methods — techniques the papers use, named apart from their topics

attention modulation · 1.0
YearPublicationVenuePosition
2026 MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers
abstract
Linrui Ma, Chun Hei Lo, Xinyu Wang, Peng Lu, Xihao Yuan, Hanting Chen, Kai Han, Xinghao Chen, Chengjun Zhan, Hanlin xu, Yichun Yin, Lifeng Shang, Feng Wen, Boxing Chen, Yufei Cui. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Linrui Ma, Chun Hei Lo, Xinyu Wang 0061, Peng Lu 0006, Xihao Yuan, Hanting Chen, Kai Han 0002, Xinghao Chen 0001, Chengjun Zhan, Hanlin Xu, Yichun Yin, Lifeng Shang, Boxing Chen, Yufei Cui
 ACL (1)1
2026 Real-time dynamic strain monitoring for battery hazard identification
Linrui Ma, Yunpeng Zhen, Like Gao, Ronggui Peng, Ningbo Ding, Dongxu Ma, Guixin Wang
 Eng. Appl. Artif. Intell.1