Xuanjing Huang

Full Professor, School of Computer Science, Fudan University

Joined

July 2019

Names

Xuanjing Huang

Emails

****@fudan.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Computer Science, Fudan University (fudan.edu.cn)

1998 – Present

PhD student

School of Computer Science, Fudan University (fudan.edu.cn)

1993 – 1998

Advisors, Relations & Conflicts

PhD Advisee

Jinlan Fu

2016 – 2021

PhD Advisee

Pengfei Liu

2014 – 2019

Expertise

large language model

2020 – Present

text mining

2010 – Present

fundamental NLP

2010 – Present

Publications

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses
Xiao Li, Xiang Zheng, Yifeng Gao, Xinyu Xia, Yixu Wang, Xin Wang, Ye Sun, Yunhan Zhao, Ming Wen, Jiayu Li, Zixing Chen, Xun Gong, Yi Liu, Yige Li, Yutao Wu, Cong Wang, Jun Sun, Yixin Cao, Zhineng Chen, Jingjing Chen et al. (18 additional authors not shown)
- Preprint, 2026
- Readers: Everyone
AgentGym-RL: An Open-Source Framework to Train LLM Agents for Long-Horizon Decision Making via Multi-Turn RL
Zhiheng Xi, Jixuan Huang, Chenyang Liao, Baodai Huang, Jiaqi Liu, Honglin Guo, yajie yang, Rui Zheng, Junjie Ye, Jiazheng Zhang, Wenxiang Chen, Wei He, Yiwen Ding, Guanyu Li, Zehui Chen, Zhengyin Du, Xuesong Yao, Yufei Xu, Jiecao Chen, Tao Gui et al. (4 additional authors not shown)
- LLA 2026 Poster
- Readers: Everyone
Emergent Structured Representations Support Flexible In-Context Inference in Large Language Models
Ningyu Xu, Qi Zhang, Xipeng Qiu, Xuanjing Huang
- ICLR 2026 Re-Align Workshop
- Readers: Everyone
MLLMs are Deeply Affected by Modality Bias
Xu Zheng, Chenfei Liao, Yuqian Fu, Kaiyu Lei, Yuanhuiyi Lyu, Lutao Jiang, Bin Ren, Jialei Chen, Jiawen Wang, Chengxin Li, Linfeng Zhang, Danda Pani Paudel, Xuanjing Huang, Yu-Gang Jiang, Nicu Sebe, Dacheng Tao, Luc Van Gool, Xuming Hu
- ICLR 2026 Workshop MM Intelligence Poster
- Readers: Everyone
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
Zhiheng Xi, Xin Guo, Yang Nan, Enyu Zhou, Junrui Shen, Wenxiang Chen, Jiaqi Liu, Jixuan Huang, Xun Deng, Zhihao Zhang, Honglin Guo, Zhikai Lei, Miao Zheng, Guoteng Wang, Peng Sun, Rui Zheng, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang
- ICLR 2026 Poster
- Readers: Everyone
Critique-RL: Training Language Models For Critiquing Through Two-Stage Reinforcement Learning
Zhiheng Xi, Jixuan Huang, Xin Guo, Boyang Hong, Dingwen Yang, Xiaoran Fan, Shuo Li, Zehui Chen, Junjie Ye, Siyu Yuan, Zhengyin Du, Xuesong Yao, Yufei Xu, Jiecao Chen, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
- ICLR 2026 Poster
- Readers: Everyone
AgentGym-RL: An Open-Source Framework to Train LLM Agents for Long-Horizon Decision Making via Multi-Turn RL
Zhiheng Xi, Jixuan Huang, Chenyang Liao, Baodai Huang, Jiaqi Liu, Honglin Guo, yajie yang, Rui Zheng, Junjie Ye, Jiazheng Zhang, Wenxiang Chen, Wei He, Yiwen Ding, Guanyu Li, Zehui Chen, Zhengyin Du, Xuesong Yao, Yufei Xu, Jiecao Chen, Tao Gui et al. (4 additional authors not shown)
- ICLR 2026 Oral
- Readers: Everyone
Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning
Jingqi Tong, Jixin Tang, Hangcheng Li, Yurong Mou, Ming Zhang, Jun Zhao, Yanbo Wen, Fan Song, Jiahao Zhan, Yuyang Lu, Chaoran Tao, Zhiyuan Guo, Jizhou Yu, Tianhao Cheng, Zhiheng Xi, Changhao Jiang, Zhangyue Yin, Yining Zheng, Weifeng Ge, Guanhua Chen et al. (4 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Adaptive Curriculum Strategies: Stabilizing Reinforcement Learning for Large Language Models
Qi Qian, Muling Wu, Zisu Huang, Wenhao Liu, Changze Lv, Xiaohua Wang, Zhenghua Wang, Zhengkang Guo, Zhibo Xu, Lina Chen, Shihan Dou, Pengzhi Chen, Peinan Feng, Yuxiang Guo, LI Miao, Di Liang, Xuanjing Huang, Xiaoqing Zheng
- Submitted to ICLR 2026
- Readers: Everyone
Model Utility Law: Evaluating LLMs beyond Performance via Mechanistically Interpretable Metric
Yixin Cao, Jiahao Ying, Yaoning Wang, Xipeng Qiu, Xuanjing Huang, Yu-Gang Jiang
- Submitted to ICLR 2026
- Readers: Everyone

View all 653 publications

Co-Authors

View all 855 co-authors