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Zhenyu Lei

13 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

SIGKDD ×4AAAI ×2EMNLP ×2WSDM ×2ACL ×1NeurIPS ×1WWW ×1

Frequent coauthors

Jundong Li
×12
Yushun Dong
×8
Song Wang
×5
Chen Chen
×4
Zihan Chen
×4
Yaochen Zhu
×3
Xingbo Fu
×3
Patrick Soga
×2
Yinhan He
×2
Zhen Tan
×2
Zaiyi Zheng
×2
Jing Ma
×2

Papers

  1. MolEdit: Knowledge Editing for Multimodal Molecule Language Models
    WSDM 2026 · Zhenyu Lei,
    Patrick Soga
    ,
    Yaochen Zhu
    ,
    Yinhan He
    ,
    Yushun Dong
    ,
    Jundong Li
  2. BrainMAP: Learning Multiple Activation Pathways in Brain Networks
    AAAI 2025 ·
    Song Wang
    , Zhenyu Lei,
    Zhen Tan
    ,
    Jiaqi Ding
    ,
    Xinyu Zhao
    ,
    Yushun Dong
    ,
    Guorong Wu
    ,
    Tianlong Chen
    ,
    Chen Chen
    ,
    Aiying Zhang
    ,
    Jundong Li
  3. Energy-Based Models for Predicting Mutational Effects on Proteins
    SIGKDD 2025 ·
    Patrick Soga
    , Zhenyu Lei,
    Yinhan He
    ,
    Camille L. Bilodeau
    ,
    Jundong Li
  4. Fairness-Aware Graph Learning: A Benchmark
    SIGKDD 2025 ·
    Yushun Dong
    ,
    Song Wang
    , Zhenyu Lei,
    Zaiyi Zheng
    ,
    Jing Ma
    ,
    Chen Chen
    ,
    Jundong Li
  5. From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning
    EMNLP 2025 ·
    Zihan Chen
    ,
    Song Wang
    ,
    Xingbo Fu
    ,
    Chengshuai Shi
    , Zhenyu Lei,
    Cong Shen
    ,
    Jun-Dong Li
  6. Graph Prompting for Graph Learning Models: Recent Advances and Future Directions
    SIGKDD 2025 ·
    Xingbo Fu
    ,
    Zehong Wang
    ,
    Zihan Chen
    ,
    Jiazheng Li
    ,
    Yaochen Zhu
    , Zhenyu Lei,
    Cong Shen
    ,
    Yanfang Ye
    ,
    Chuxu Zhang
    ,
    Jundong Li
  7. GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks
    NeurIPS 2025 ·
    Xingbo Fu
    , Zhenyu Lei,
    Zihan Chen
    ,
    Binchi Zhang
    ,
    Chuxu Zhang
    ,
    Jundong Li
  8. Harnessing Large Language Models for Disaster Management: A Survey
    ACL 2025 · Zhenyu Lei,
    Yushun Dong
    ,
    Weiyu Li
    ,
    Rong Ding
    ,
    Qi R. Wang
    ,
    Jundong Li
  9. Learning from Diverse Reasoning Paths with Routing and Collaboration
    EMNLP 2025 · Zhenyu Lei,
    Zhen Tan
    ,
    Song Wang
    ,
    Yaochen Zhu
    ,
    Zihan Chen
    ,
    Yushun Dong
    ,
    Jundong Li
  10. ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data
    AAAI 2025 · Zhenyu Lei,
    Yushun Dong
    ,
    Jundong Li
    ,
    Chen Chen
  11. IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks
    SIGKDD 2024 ·
    Yushun Dong
    ,
    Binchi Zhang
    , Zhenyu Lei,
    Na Zou
    ,
    Jundong Li
  12. LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection
    WSDM 2024 ·
    Zijian Cai
    ,
    Zhaoxuan Tan
    , Zhenyu Lei,
    Zifeng Zhu
    ,
    Hongrui Wang
    ,
    Qinghua Zheng
    ,
    Minnan Luo
  13. PyGDebias: A Python Library for Debiasing in Graph Learning
    WWW 2024 ·
    Yushun Dong
    , Zhenyu Lei,
    Zaiyi Zheng
    ,
    Song Wang
    ,
    Jing Ma
    ,
    Alex Jing Huang
    ,
    Chen Chen
    ,
    Jundong Li