Qingmin Liao

Full Professor, SIGS, Tsinghua University, Tsinghua University

Joined

February 2020

Names

Qingmin Liao (Preferred)

Emails

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

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

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

2002 – Present

Advisors, Relations & Conflicts

PhD Advisor

Wenming Yang

Present

Expertise

image processing

1980 – Present

Publications

Beyond Flat Taxonomies: Hierarchical Capability Profiling for Time-Series Understanding and Reasoning in Large Models
Yao Yin, Zhenyu Xiao, Musheng Li, Yiwen Liu, Sutong Nan, Yiting He, Ruiqi Wang, Zhenwei Zhang, Qingmin Liao, Yuantao Gu
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
MobiSim-Bench: A Multi-Perspective Benchmark for Evaluating LLM-Agent-Based Human Mobility Simulation
Jun Zhang, Yuwei Yan, Zhiheng Zheng, Boyuan Sun, Jinghua Piao, Depeng Jin, Pan Hui, Qingmin Liao, Yong Li
- Submitted to ICLR 2026
- Readers: Everyone
TACO: Think-Answer Consistency for Optimized Long-Chain Reasoning and Efficient Data Learning via Reinforcement Learning in LVLMs
Zhehan Kan, Yanlin Liu, Kun Yin, Xinghua Jiang, Xin Li, Haoyu Cao, Yinsong Liu, Deqiang Jiang, Xing Sun, Qingmin Liao, Wenming Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy
Yuan Zeng, Yujia Shi, Yuhao Yang, Dongxia Liu, Zongqing Lu, Wenming Yang, Qingmin Liao
- ICLR 2026 Poster
- Readers: Everyone
RAR: Reversing Visual Attention Re-Sinking for Unlocking Potential in Multimodal Large Language Models
Zhehan Kan, Xin Li, Yanlin Liu, Xiaochen Yang, Xinghua Jiang, Yinsong Liu, Deqiang Jiang, Xing Sun, Qingmin Liao, Wenming Yang
- ICLR 2026 Poster
- Readers: Everyone
LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models
Qianyue Hao, Yiwen Song, Qingmin Liao, Jian Yuan, Yong Li
- NeurIPS 2025 spotlight
- Readers: Everyone
What Can RL Bring to VLA Generalization? An Empirical Study
Jijia Liu, Feng Gao, Bingwen Wei, Xinlei Chen, Qingmin Liao, Yi Wu, Chao Yu, Yu Wang
- NeurIPS 2025 poster
- Readers: Everyone
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network
Jijia Liu, Feng Gao, Qingmin Liao, Chao Yu, Yu Wang
- CoRR 2025
- Readers: Everyone
Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning
Ruikun Li, Huandong Wang, Qingmin Liao, Yong Li
- CoRR 2025
- Readers: Everyone
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network
Jijia Liu, Feng Gao, Qingmin Liao, Chao Yu, Yu Wang
- ICML 2025 poster
- Readers: Everyone

View all 341 publications

Co-Authors

View all 440 co-authors