VLDB 2026 Research / reviewers in the wild / expert
Jiyao Deng
dblp:253/8006
· DBLP profile ↗
3ranked-venue papers
1as first author
3since 2021 · last 2026
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 3 · 1 first-author · 3 since 2021Databases, data management, data science and information retrieval · 2 · 1 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 |
Representation and self-supervised learning · 50% Language models and text generation · 50% |
Topics — the 2 heaviest of 2, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Representation and self-supervised learning › pre-training
data mixture optimization |
1.0 | 1 | 2026 | TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-training · ACL (1) 2026 |
Natural language and speech › Language models and text generation › large language model training
pretraining data selection |
1.0 | 1 | 2026 | TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-training · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
data influence estimation · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-trainingabstractYifan Wang, Binbinliu, Fengze Liu, Yuanfan Guo, Jiyao Deng, Xuecheng Wu, Weidong Zhou, Xiaohuan Zhou, Taifeng Wang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Fengze Liu, Yuanfan Guo, Jiyao Deng, Xiaohuan Zhou, Taifeng Wang |
ACL (1) | 5 |
| 2023 | An Iterative Graph Learning Convolution Network for Key Information Extraction Based on the Document Inductive Bias
Jiyao Deng, Zhi Tang 0001, Liangcai Gao |
ICDAR (3) | 1 |
| 2023 | A Character-Level Document Key Information Extraction Method with Contrastive Learning
Jiyao Deng, Liangcai Gao |
ICDAR (3) | 2 |