Experience

Qi Zhang received his undergraduate degree in Computer Science and Technology, Shandong Univeristy in 2003. His Dr. degree in Computer Science was received from Fudan Univerisity, in 2009. From January 2005 to January 2006, he served as a Research Intern at the Bosch Research and Technology Center, Palo Alto, USA. Since April 2009, he has been with the School of Computer Science, Fudan University. His main research interests include natural language processing, and information retrieval.

中文版本

Select Recent Publications




AgentGym-RL: An Open-Source Framework to Train LLM Agents for Long-Horizon Decision Making via Multi-Turn RL

ICLR 2026 (Oral)

Does Reinforcement Fine-Tuning Improve Generalization of LLM Agents? An Empirical Study

ICML 2026

SciAgentGym: Benchmarking Multi-Step Scientific Tool-Use in LLM Agents

ICML 2026

AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments

ACL 2026

LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models

ACL 2026

Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning

ICLR 2026

Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective

ICLR 2026

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

AAAI 2026

AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress

WWW 2026

What is Wrong with Your Code Generated by Large Language Models? An Extensive Study

Science China Information Sciences 2026

Students

Current

Minlong Peng (PhD. Student)
Tao Gui (PhD. Student)
Jinlan Fu (PhD. Student)
Lujun Zhao (M.S. Student)
Xiaoyu Liu (M.S. Student)
Jiawen Wang (M.S. Student)
Renfeng Ma (M.S. Student)
Xiangkun Hu (M.S. Student)
Fubao Zhang (M.S. Student)
Weidong Zhang (M.S. Student)
Shunda Pan (M.S. Student)
Di Liang (M.S. Student)
Liang Zhu (M.S. Student)

Alumni

Huan Chen (Lenovo)
Jifan Chen (University of Austin)
Binbin Deng (iFLYTEK)
Zhuoye Ding (Yahoo Lab.)
Yeyun Gong (MSRA)
Ya Guo (Alibaba)
Kang Han (Baidu)
Xiaoying Han (Alibaba)
Haoran Huang (Tencent)
Jihua Kang (Alibaba)
Xiaoming Kang (Dianping)
Jin Qian (Shandong University)
Yang Shi (Shanghai Gold Exchange)
Xuyang Sun (Dianping)
Yang Wang (Tencent)
Yangwei Wei (Huawei)
Yan Wu (Facebook)
Yuanbin Wu (NUS)
Jindou Wu (Sogou)
Zeyuan Xiang (Tencent)
Juan Xu (Dianping)
Rongru Yan (Facebook)
Tianbao Yang (SINOLINK Securities Co.,LTD.)
Haomin Yu (Facebook)
Yue Zhang (Microsoft)

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