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Hongbin Pei

10 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

AAAI ×3ICML ×2NeurIPS ×2CVPR ×1SIGKDD ×1WWW ×1

Frequent coauthors

Pinghui Wang
×8
Jie Ma
×6
Jing Tao
×6
Huiqi Deng
×4
Xiaohong Guan
×4
Lingyun Song
×3
Jun Liu
×3
Zhitao Gao
×2
Wangchun Sun
×2
Jingxin Hai
×2
Yu Li
×2
Jialun Liu
×2

Papers

  1. Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models
    AAAI 2025 ·
    Jie Ma
    ,
    Zhitao Gao
    ,
    Qi Chai
    ,
    Wangchun Sun
    ,
    Pinghui Wang
    , Hongbin Pei,
    Jing Tao
    ,
    Lingyun Song
    ,
    Jun Liu
    ,
    Chen Zhang
    ,
    Lizhen Cui
  2. Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
    NeurIPS 2025 ·
    Jie Ma
    ,
    Ning Qu
    ,
    Zhitao Gao
    ,
    Rui Xing
    ,
    Jun Liu
    , Hongbin Pei,
    Jiang Xie
    ,
    Lingyun Song
    ,
    Pinghui Wang
    ,
    Jing Tao
    ,
    Zhou Su
  3. Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics
    ICML 2025 · Hongbin Pei,
    Jingxin Hai
    ,
    Yu Li
    ,
    Huiqi Deng
    ,
    Denghao Ma
    ,
    Jie Ma
    ,
    Pinghui Wang
    ,
    Jing Tao
    ,
    Xiaohong Guan
  4. PARSIFAL: Private and Robust Sign Federated Learning
    SIGKDD 2025 ·
    Runze Lei
    ,
    Pinghui Wang
    ,
    Juxiang Zeng
    ,
    Chenxu Wang
    , Hongbin Pei,
    Junzhou Zhao
  5. TexGarment: Consistent Garment UV Texture Generation via Efficient 3D Structure-Guided Diffusion Transformer
    CVPR 2025 ·
    Jialun Liu
    ,
    Jinbo Wu
    ,
    Xiaobo Gao
    ,
    Jiakui Hu
    ,
    Bojun Xiong
    ,
    Xing Liu
    ,
    Chen Zhao
    , Hongbin Pei,
    Haocheng Feng
    ,
    Yingying Li
    ,
    Errui Ding
    ,
    Jingdong Wang
  6. Generalized Variational Inference via Optimal Transport
    AAAI 2024 ·
    Jinjin Chi
    ,
    Zhichao Zhang
    ,
    Zhiyao Yang
    ,
    Jihong Ouyang
    , Hongbin Pei
  7. HAGO-Net: Hierarchical Geometric Massage Passing for Molecular Representation Learning
    AAAI 2024 · Hongbin Pei,
    Taile Chen
    ,
    Chen A
    ,
    Huiqi Deng
    ,
    Jing Tao
    ,
    Pinghui Wang
    ,
    Xiaohong Guan
  8. Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
    NeurIPS 2024 ·
    Jie Ma
    ,
    Min Hu
    ,
    Pinghui Wang
    ,
    Wangchun Sun
    ,
    Lingyun Song
    , Hongbin Pei,
    Jun Liu
    ,
    Youtian Du
  9. Memory Disagreement: A Pseudo-Labeling Measure from Training Dynamics for Semi-supervised Graph Learning
    WWW 2024 · Hongbin Pei,
    Yuheng Xiong
    ,
    Pinghui Wang
    ,
    Jing Tao
    ,
    Jialun Liu
    ,
    Huiqi Deng
    ,
    Jie Ma
    ,
    Xiaohong Guan
  10. Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing
    ICML 2024 · Hongbin Pei,
    Yu Li
    ,
    Huiqi Deng
    ,
    Jingxin Hai
    ,
    Pinghui Wang
    ,
    Jie Ma
    ,
    Jing Tao
    ,
    Yuheng Xiong
    ,
    Xiaohong Guan