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Cai Zhou

7 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3AAAI ×1AISTATS ×1EMNLP ×1ICML ×1

Frequent coauthors

Stephen Bates
×3
Tommi S. Jaakkola
×3
Xiyuan Wang
×2
Muhan Zhang
×2
Chenyu Wang
×2
Junxian Li
×1
Di Zhang
×1
Xunzhi Wang
×1
Zeying Hao
×1
Jingdi Lei
×1
Qian Tan
×1
Wei Liu
×1

Papers

  1. ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
    AAAI 2025 ·
    Junxian Li
    ,
    Di Zhang
    ,
    Xunzhi Wang
    ,
    Zeying Hao
    ,
    Jingdi Lei
    ,
    Qian Tan
    , Cai Zhou,
    Wei Liu
    ,
    Yaotian Yang
    ,
    Xinrui Xiong
    ,
    Weiyun Wang
    ,
    Zhe Chen
    ,
    Wenhai Wang
    ,
    Wei Li
    ,
    Mao Su
    ,
    Shufei Zhang
    ,
    Wanli Ouyang
    ,
    Yuqiang Li
    ,
    Dongzhan Zhou
  2. Geometric Representation Condition Improves Equivariant Molecule Generation
    ICML 2025 ·
    Zian Li
    , Cai Zhou,
    Xiyuan Wang
    ,
    Xingang Peng
    ,
    Muhan Zhang
  3. Learning Diffusion Models with Flexible Representation Guidance
    NeurIPS 2025 ·
    Chenyu Wang
    , Cai Zhou,
    Sharut Gupta
    ,
    Johnson Lin
    ,
    Stefanie Jegelka
    ,
    Stephen Bates
    ,
    Tommi S. Jaakkola
  4. Next Semantic Scale Prediction via Hierarchical Diffusion Language Models
    NeurIPS 2025 · Cai Zhou,
    Chenyu Wang
    ,
    Dinghuai Zhang
    ,
    Shangyuan Tong
    ,
    Yifei Wang
    ,
    Stephen Bates
    ,
    Tommi S. Jaakkola
  5. Thought calibration: Efficient and confident test-time scaling
    EMNLP 2025 ·
    Menghua Wu
    , Cai Zhou,
    Stephen Bates
    ,
    Tommi S. Jaakkola
  6. On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers
    AISTATS 2024 · Cai Zhou,
    Rose Yu
    ,
    Yusu Wang
  7. Unifying Generation and Prediction on Graphs with Latent Graph Diffusion
    NeurIPS 2024 · Cai Zhou,
    Xiyuan Wang
    ,
    Muhan Zhang