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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

Book: Introdution to Natural Language Process

Book: Large Language Model: from Theory to Practice

Revealing emergent human-like conceptual representations from language prediction

PANS 2025

Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law

ACL 2025

AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments

ACL 2025

Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning

AAAI 2025

RMB: Comprehensively benchmarking reward models in LLM alignment

ICLR 2025

Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs,

ICLR 2025

Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning

ICML 2024

LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin

ACL 2024

Improving Generalization of Alignment with Human Preferences through Group Invariant Learning

ICLR 2024

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)