Demo Data from VLDB 2026 / reviewers in the wild / expert
Zonggen Li
dblp:375/8588
· DBLP profile ↗
2ranked-venue papers
0as first author
2since 2021 · last 2026
0000-0001-9295-2030ORCID · reported
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 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 · 39% Efficient and distributed learning · 30% Reinforcement learning · 30% |
Topics — the 3 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Natural language and speech › Language models and text generation
LLM agents |
1.0 | 1 | 2026 | Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning · ACL (1) 2026 |
Machine learning › Efficient and distributed learning
memory management |
1.0 | 1 | 2026 | Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning · ACL (1) 2026 |
Natural language and speech › Language models and text generation › LLM agents
tool use |
0.3 | 1 | 2026 | Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
reinforcement learning · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement LearningabstractSikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Jinhe Bi, Kristian Kersting, Jeff Z. Pan, Hinrich Schuetze, Volker Tresp, Yunpu Ma. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma 0001, Jinhe Bi, Kristian Kersting, Jeff Z. Pan, Hinrich Schütze, Volker Tresp, Yunpu Ma |
ACL (1) | 6 |
| 2024 | AGCVT-prompt for sentiment classification: Automatically generating chain of thought and verbalizer in prompt learning
Xu Gu 0001, Xiaoliang Chen 0003, Peng Lu 0006, Zonggen Li, Yajun Du, Xianyong Li |
Eng. Appl. Artif. Intell. | 4 |