PPaperPicks

Yinhan He

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

DBLP profile ↗ORCID search ↗

Venues

EMNLP ×3NeurIPS ×3ICLR ×2SIGKDD ×2WSDM ×2AAAI ×1ICML ×1

Frequent coauthors

Jundong Li
×13
Yaochen Zhu
×8
Yushun Dong
×5
Song Wang
×5
Patrick Soga
×4
Zaiyi Zheng
×4
Chen Chen
×4
Wendy Zheng
×3
Zhenyu Lei
×2
Zihan Chen
×2
Liangjie Hong
×2
Qi Guo
×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. CoRAG: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture
    EMNLP 2025 ·
    Zaiyi Zheng
    ,
    Song Wang
    ,
    Zihan Chen
    ,
    Yaochen Zhu
    , Yinhan He,
    Liangjie Hong
    ,
    Qi Guo
    ,
    Jundong Li
  3. Demystify Epidemic Containment in Directed Networks: Theory and Algorithms
    WSDM 2025 · Yinhan He,
    Chen Chen
    ,
    Song Wang
    ,
    Guanghui Min
    ,
    Jundong Li
  4. Edge Prompt Tuning for Graph Neural Networks
    ICLR 2025 ·
    Xingbo Fu
    , Yinhan He,
    Jundong Li
  5. Energy-Based Models for Predicting Mutational Effects on Proteins
    SIGKDD 2025 ·
    Patrick Soga
    ,
    Zhenyu Lei
    , Yinhan He,
    Camille L. Bilodeau
    ,
    Jundong Li
  6. Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective
    ICLR 2025 ·
    Yushun Dong
    ,
    Patrick Soga
    , Yinhan He,
    Song Wang
    ,
    Jundong Li
  7. Hierarchical Demonstration Order Optimization for Many-shot In-Context Learning
    NeurIPS 2025 · Yinhan He,
    Wendy Zheng
    ,
    Song Wang
    ,
    Zaiyi Zheng
    ,
    Yushun Dong
    ,
    Yaochen Zhu
    ,
    Jundong Li
  8. LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience
    EMNLP 2025 ·
    Yaochen Zhu
    ,
    Harald Steck
    ,
    Dawen Liang
    , Yinhan He,
    Nathan Kallus
    ,
    Jundong Li
  9. Scaling Epidemic Inference on Contact Networks: Theory and Algorithms
    NeurIPS 2025 ·
    Guanghui Min
    , Yinhan He,
    Chen Chen
  10. SemCoT: Accelerating Chain-of-Thought Reasoning through Semantically-Aligned Implicit Tokens
    NeurIPS 2025 · Yinhan He,
    Wendy Zheng
    ,
    Yaochen Zhu
    ,
    Zaiyi Zheng
    ,
    Lin Su
    ,
    Sriram Vasudevan
    ,
    Qi Guo
    ,
    Liangjie Hong
    ,
    Jundong Li
  11. Towards Global-level Mechanistic Interpretability: A Perspective of Modular Circuits of Large Language Models
    ICML 2025 · Yinhan He,
    Wendy Zheng
    ,
    Yushun Dong
    ,
    Yaochen Zhu
    ,
    Chen Chen
    ,
    Jundong Li
  12. Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
    AAAI 2025 ·
    Xingbo Fu
    ,
    Zihan Chen
    , Yinhan He,
    Song Wang
    ,
    Binchi Zhang
    ,
    Chen Chen
    ,
    Jundong Li
  13. Causal Inference with Latent Variables: Recent Advances and Future Prospectives
    SIGKDD 2024 ·
    Yaochen Zhu
    , Yinhan He,
    Jing Ma
    ,
    Mengxuan Hu
    ,
    Sheng Li
    ,
    Jundong Li
  14. Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective on Molecule Graphs
    EMNLP 2024 · Yinhan He,
    Zaiyi Zheng
    ,
    Patrick Soga
    ,
    Yaochen Zhu
    ,
    Yushun Dong
    ,
    Jundong Li