Haifeng Zhang

Associate Professor, Institute of automation, Chinese academy of science, Chinese Academy of Sciences

Joined

October 2020

Names

Haifeng Zhang (Preferred)

Emails

****@ia.ac.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Associate Professor

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Learning and Adaptation

Present

Publications

Self-Verifying Reflection Helps Transformers with CoT Reasoning
Zhongwei Yu, Wannian Xia, Xue Yan, Bo XU, Haifeng Zhang, Yali Du, Jun Wang
- NeurIPS 2025
- Readers: Everyone
Memory-Driven Self-Improvement with Large Language Models
Xue Yan, Zijing Ou, Mengyue Yang, Yan Song, Haifeng Zhang, Yingzhen Li, Jun Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs
Yongcheng Zeng, Zexu Sun, Bokai Ji, Erxue Min, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Haifeng Zhang, Xu Chen, Jun Wang
- ICLR 2026 Poster
- Readers: Everyone
From Experience to Strategy: Empowering LLM Agents with Trainable Graph Memory
Siyu Xia, Zekun Xu, Jiajun Chai, Wentian Fan, Yan Song, Xiaohan Wang, Guojun Yin, Wei Lin, Haifeng Zhang, Jun Wang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Peak-Return Greedy Slicing: Subtrajectory Selection for Transformer-based Offline RL
Zhiwei Xu, Miduo Cui, Dapeng Li, Zhihao Liu, Haifeng Zhang, Hangyu Mao, Guoliang Fan, Bin Zhang
- ICLR 2026 Poster
- Readers: Everyone
Grouped-head latenT Attention
Luoyang Sun, Jiwen Jiang, Cheng Deng, Xinjian Wu, Haifeng Zhang, Lei Chen, Lionel Ni, Jun Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Evolving LLMs' Self-Refinement Capability via Synergistic Training-Inference Optimization
Yongcheng Zeng, Xinyu Cui, Xuanfa Jin, Qirui Mi, Guoqing Liu, Zexu Sun, Mengyue Yang, Dong Li, Weiyu Ma, Ning Yang, Jian Zhao, Jianye HAO, Haifeng Zhang, Jun Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SpatialViz-Bench: A Cognitively-Grounded Benchmark for Diagnosing Spatial Visualization in MLLMs
Siting Wang, Minnan Pei, Luoyang Sun, Cheng Deng, Yuchen Li, Kun Shao, Zheng Tian, Haifeng Zhang, Jun Wang
- ICLR 2026 Poster
- Readers: Everyone
Curious Causality-Seeking Agents in Open-ended Worlds
Zhiyu Zhao, Haoxuan Li, Haifeng Zhang, Jun Wang, Francesco Faccio, Jürgen Schmidhuber, Mengyue Yang
- NeurIPS 2025 poster
- Readers: Everyone
TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II
Weiyu Ma, Jiwen Jiang, Haobo Fu, Haifeng Zhang
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone

View all 61 publications

Co-Authors

View all 145 co-authors