VLDB 2026 Research / reviewers in the wild / expert
Fengxian Dong
dblp:435/8832
· DBLP profile ↗
1ranked-venue papers
1as first author
1since 2021 · last 2026
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 first-author · 1 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.
| Databases, data mining, and information retrieval
1 paper |
Data mining · 100% | |
| Artificial intelligence
1 paper |
Multi-agent systems · 100% |
Topics — the 4 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Knowledge, reasoning and agents › Multi-agent systems
LLM-based multi-agent systems |
1.0 | 1 | 2026 | Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data · ACL (1) 2026 |
Data mining › feature engineering
automated feature engineering |
1.0 | 1 | 2026 | Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data · ACL (1) 2026 |
Data mining
feature engineering |
1.0 | 1 | 2026 | Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data · ACL (1) 2026 |
Data mining
tabular data |
0.3 | 1 | 2026 | Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
memory augmentation · 2.0large language model agents · 2.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular DataabstractFengXian Dong, Zhi Zheng, Xiao Han, Wei Chen, Jingqing Ruan, Tong Xu, Yong Chen, Enhong Chen. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Fengxian Dong, Zhi Zheng 0008, Wei Chen 0156, Jingqing Ruan, Tong Xu 0001, Enhong Chen |
ACL (1) | 1 |