Yu Wang

Full Professor, Tsinghua University, Tsinghua University

Joined

March 2018

Names

Yu Wang

Emails

****@mail.tsinghua.edu.cn (Confirmed)

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

Personal Links

Career & Education History

Full Professor

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2019 – Present

Associate Professor

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2012 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Huazhong Yang

2002 – 2007

Expertise

Efficient AI Algorithm

Present

Multi-agent algorithm and system design

Present

AI circuits and systems

Present

Publications

Beyond Imitation: Reinforcement Learning–Based Sim–Real Co-Training for VLA Models
Liangzhi Shi, Shuaihang Chen, Feng Gao, Yinuo Chen, Kang Chen, Tonghe Zhang, Hongzhi Zang, Weinan Zhang, Chao Yu, Yu Wang
- ICRA 2026 Workshop RL4IL Poster
- Readers: Everyone
MAGE: Meta-Reinforcement Learning for Language Agents toward Strategic Exploration and Exploitation
lu Yang, Zelai Xu, Minyang Xie, Jiaxuan Gao, zhao shok, Yu Wang, Yi Wu
- LLA 2026 Poster
- Readers: Everyone
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models
Tianyu Fu, Yichen You, Zekai Chen, Guohao Dai, Huazhong Yang, Yu Wang
- LIT Workshop @ ICLR 2026
- Readers: Everyone
NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization
Enshu Liu, Xuefei Ning, Yu Wang, Zinan Lin
- ICLR 2026 Poster
- Readers: Everyone
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning
Haozhan Li, Yuxin Zuo, Jiale Yu, Yuhao Zhang, Yang Zhaohui, Kaiyan Zhang, Xuekai Zhu, Yuchen Zhang, Tianxing Chen, Ganqu Cui, Dehui Wang, Dingxiang Luo, Yuchen Fan, Youbang Sun, Jia Zeng, Jiangmiao Pang, Shanghang Zhang, Yu Wang, Yao Mu, Bowen Zhou et al. (1 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
Xinyi Yang, Liang Zeng, Heng Dong, Chao Yu, Xiaoran Wu, Huazhong Yang, Yu Wang, Milind Tambe, Tonghan Wang
- ICLR 2026 Poster
- Readers: Everyone
On the Ability of LLMs to Handle Character-Level Perturbations: How Well and How?
Anyuan Zhuo, Xuefei Ning, Ningyuan Li, Yu Wang, Pinyan Lu
- Submitted to ICLR 2026
- Readers: Everyone
PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs
Tengxuan Liu, Shiyao Li, Jiayi Yang, Tianchen Zhao, Feng Zhou, Xiaohui Song, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang
- ICLR 2026 Poster
- Readers: Everyone
Automatic Reward Shaping from Multi-Objective Human Heuristics
Yuqing Xie, Jiayu Chen, Wenhao Tang, Ya Zhang, Chao Yu, Yu Wang
- Submitted to ICLR 2026
- Readers: Everyone
RE-PO: Robust Enhanced Policy Optimization as a General Framework for LLM Alignment
Xiaoyang Cao, Zelai Xu, Mo Guang, Kaiwen Long, Michiel A. Bakker, Yu Wang, Chao Yu
- ICLR 2026 Poster
- Readers: Everyone

View all 83 publications

Co-Authors

View all 244 co-authors