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

Dingwei Zhu

dblp:382/4434 · DBLP profile ↗
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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 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
2 papers
Language models and text generation · 70% Reinforcement learning · 30%

Topics — the 3 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Natural language and speech › Language models and text generation
agent benchmarking		 1.012026
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments · ACL (1) 2026
Natural language and speech › Language models and text generation
LLM agents		 1.012026
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments · ACL (1) 2026
Natural language and speech › Language models and text generation › large language model training
post-training		 0.312026
VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training · ACL (1) 2026

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

value modeling · 1.0reinforcement learning · 1.0
YearPublicationVenuePosition
2026 AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
abstract
Zhiheng Xi, Dingwen Yang, Jiaqi Liu, Jixuan Huang, Honglin Guo, Baodai Huang, Tinggang Chen, Qi Zhang, Zhonghang Lu, Chenyu Liu, Jiajun Sun, Jiazheng Zhang, Dingwei Zhu, Xin Guo, Junzhe Wang, Zhihao Zhang, Yuming Yang, Junjie Ye, Minghe Gao, Dongrui Liu, Jiaming Ji, Guohao Li, Tao Gui, Qi Zhang, Xuanjing Huang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Zhiheng Xi, Dingwen Yang, Jixuan Huang, Honglin Guo, Baodai Huang, Tinggang Chen, Qi Zhang 0001, Zhonghang Lu, Jiazheng Zhang, Dingwei Zhu, Junzhe Wang 0001, Zhihao Zhang 0002, Yuming Yang 0001, Junjie Ye 0005, Minghe Gao, Dongrui Liu, Jiaming Ji, Tao Gui, Xuanjing Huang 0001
 ACL (1)13
2026 VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
abstract
Dingwei Zhu, Shihan Dou, Zhiheng Xi, Senjie Jin, Guoqiang Zhang, Jiazheng Zhang, Junjie Ye, Mingxu Chai, Enyu Zhou, Ming Zhang, Yuhui Wang, Caishuang Huang, Chenhao Huang, Yunke Zhang, Yuran Wang, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Dingwei Zhu, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiazheng Zhang, Junjie Ye 0005, Mingxu Chai, Enyu Zhou, Ming Zhang 0030, Caishuang Huang, Chenhao Huang, Yunke Zhang, Tao Gui, Qi Zhang 0001, Xipeng Qiu, Xuanjing Huang 0001
 ACL (1)1
2025 Visual Sketchbook: Enhancing Chart-to-Code Generation via Reflective Refinement
Junzhe Wang 0001, Zhiheng Xi, Wei He 0024, Dingwei Zhu, Shihan Dou, Tao Gui, Qi Zhang 0001
 NLPCC (2)4