PPaperPicks

Wei Liu

7 papers at tracked venues · 7 at CORE A* · active 2024–2025

Venues

Frequent coauthors

Junxian He
×3
Yu Cheng
×2
Zihao Zhou
×2
Xiaowei Huang
×2
Qiufeng Wang
×2
Kaizhu Huang
×2
Shiqi Chen
×1
Jinghan Zhang
×1
Tongyao Zhu
×1
Siyang Gao
×1
Miao Xiong
×1
Manling Li
×1

Papers

  1. Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
    ICML 2025 ·
    Shiqi Chen
    ,
    Jinghan Zhang
    ,
    Tongyao Zhu
    , Wei Liu,
    Siyang Gao
    ,
    Miao Xiong
    ,
    Manling Li
    ,
    Junxian He
  2. Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning
    ICML 2025 ·
    Zican Hu
    , Wei Liu,
    Xiaoye Qu
    ,
    Xiangyu Yue
    ,
    Chunlin Chen
    ,
    Zhi Wang
    ,
    Yu Cheng
  3. Diving into Self-Evolving Training for Multimodal Reasoning
    ICML 2025 · Wei Liu,
    Junlong Li
    ,
    Xiwen Zhang
    ,
    Fan Zhou
    ,
    Yu Cheng
    ,
    Junxian He
  4. Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist
    ICLR 2025 ·
    Zihao Zhou
    ,
    Shudong Liu
    ,
    Maizhen Ning
    , Wei Liu,
    Jindong Wang
    ,
    Derek F. Wong
    ,
    Xiaowei Huang
    ,
    Qiufeng Wang
    ,
    Kaizhu Huang
  5. MathAttack: Attacking Large Language Models towards Math Solving Ability
    AAAI 2024 ·
    Zihao Zhou
    ,
    Qiufeng Wang
    ,
    Mingyu Jin
    ,
    Jie Yao
    ,
    Jianan Ye
    , Wei Liu,
    Wei Wang
    ,
    Xiaowei Huang
    ,
    Kaizhu Huang
  6. SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
    AAAI 2024 ·
    Tianyu Yu
    ,
    Chengyue Jiang
    ,
    Chao Lou
    ,
    Shen Huang
    ,
    Xiaobin Wang
    , Wei Liu,
    Jiong Cai
    ,
    Yangning Li
    ,
    Yinghui Li
    ,
    Kewei Tu
    ,
    Hai-Tao Zheng
    ,
    Ningyu Zhang
    ,
    Pengjun Xie
    ,
    Fei Huang
    ,
    Yong Jiang
  7. What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
    ICLR 2024 · Wei Liu,
    Weihao Zeng
    ,
    Keqing He
    ,
    Yong Jiang
    ,
    Junxian He