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Kun He

Huazhong University of Science and Technology, School of Computer Science and Technology, Wuhan, China

25 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7627-4604 ↗Google Scholar ↗Homepage ↗

Venues

ECAI ×5NAACL ×3NeurIPS ×3SIGKDD ×3AAAI ×2ACL ×2ICML ×2IJCAI ×2CVPR ×1ICCV ×1ICLR ×1

Frequent coauthors

Jiongzhi Zheng
×4
Kaiyuan Gao
×3
John E. Hopcroft
×3
Lijun Wu
×3
Xin Liu
×3
Shuoxi Zhang
×3
Hanpeng Liu
×3
Qizhi Pei
×2
Haobo Lu
×2
Hanwen Cao
×2
Aoyang Zhou
×2
Mingming Jin
×2

Papers

  1. Latent Attention Denoising: A Training-Free Energy-Based Framework for Mitigating Hallucinations in Vision-Language Models
    ACL 2026 ·
    Zhiwen Luo
    ,
    Siyu Jiang
    ,
    Weilong Jiang
    , Kun He
  2. Mitigating Safety Context Amnesia in Multimodal Reasoning Models via Intent-Guided Safety Reasoning
    ACL 2026 ·
    Xiyao Dong
    ,
    Guangsheng Cheng
    ,
    YiLong Chen
    ,
    Xiaojin Zhang
    , Kun He
  3. Tokenizing 3D Molecule Structure with Quantized Spherical Coordinates
    SIGKDD 2026 ·
    Kaiyuan Gao
    ,
    Yusong Wang
    ,
    Haoxiang Guan
    ,
    Zun Wang
    ,
    Qizhi Pei
    ,
    John E. Hopcroft
    , Kun He,
    Lijun Wu
  4. Attention-Preserving Feature Distortion Method for Highly Transferable Adversarial Attack on Vision Transformers
    ECAI 2025 ·
    Haobo Lu
    ,
    Hanwen Cao
    , Kun He
  5. CovDocker: Benchmarking Covalent Drug Design with Tasks, Datasets, and Solutions
    SIGKDD 2025 ·
    Yangzhe Peng
    ,
    Kaiyuan Gao
    ,
    Liang He
    ,
    Yuheng Cong
    ,
    Haiguang Liu
    , Kun He,
    Lijun Wu
  6. Enhancing Adversarial Transferability in Visual-Language Pre-training Models via Local Shuffle and Sample-based Attack
    NAACL 2025 ·
    Xin Liu
    ,
    Aoyang Zhou
    , Kun He
  7. Exact Algorithms with New Upper Bounds for the Maximum k-plex Problem
    IJCAI 2025 ·
    Jiongzhi Zheng
    ,
    Mingming Jin
    , Kun He
  8. FABind+: Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation
    SIGKDD 2025 ·
    Kaiyuan Gao
    ,
    Qizhi Pei
    ,
    Gongbo Zhang
    ,
    Jinhua Zhu
    , Kun He,
    Lijun Wu
  9. Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
    ICLR 2025 ·
    Yu-Zhe Shi
    ,
    Mingchen Liu
    ,
    Fanxu Meng
    ,
    Qiao Xu
    ,
    Zhangqian Bi
    , Kun He,
    Lecheng Ruan
    ,
    Qining Wang
  10. Neural Collapse Inspired Knowledge Distillation
    AAAI 2025 ·
    Shuoxi Zhang
    ,
    Zijian Song
    , Kun He
  11. Refining Adaptive Zeroth-Order Optimization at Ease
    ICML 2025 ·
    Yao Shu
    ,
    Qixin Zhang
    , Kun He,
    Zhongxiang Dai
  12. Rethinking Tokenized Graph Transformers for Node Classification
    NeurIPS 2025 ·
    Jinsong Chen
    ,
    Chenyang Li
    ,
    Gaichao Li
    ,
    John E. Hopcroft
    , Kun He
  13. Synonym-unaware Fast Adversarial Training against Textual Adversarial Attacks
    NAACL 2025 ·
    Yichen Yang
    ,
    Xin Liu
    , Kun He
  14. Targeted control of fast prototyping through domain-specific interface
    ICML 2025 ·
    Yu-Zhe Shi
    ,
    Mingchen Liu
    ,
    Hanlu Ma
    ,
    Qiao Xu
    ,
    Huamin Qu
    , Kun He,
    Lecheng Ruan
    ,
    Qining Wang
  15. ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers
    ICCV 2025 ·
    Hanwen Cao
    ,
    Haobo Lu
    ,
    Xiaosen Wang
    , Kun He
  16. DiverTEAM: An Effective Evolutionary Algorithm for Diversified Top-k (Weight) Clique Search Problems
    ECAI 2024 ·
    Jinghui Xue
    ,
    Jiongzhi Zheng
    , Kun He,
    Chu-Min Li
    ,
    Yanli Liu
  17. Grouped Logit Distillation Enhanced with Superclass Awareness for Efficient Knowledge Transfer
    ECAI 2024 ·
    Shuoxi Zhang
    ,
    Hanpeng Liu
    ,
    Yuyi Wang
    , Kun He
  18. KD-Club: An Efficient Exact Algorithm with New Coloring-Based Upper Bound for the Maximum k-Defective Clique Problem
    AAAI 2024 ·
    Mingming Jin
    ,
    Jiongzhi Zheng
    , Kun He
  19. Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
    NeurIPS 2024 ·
    Jinsong Chen
    ,
    Hanpeng Liu
    ,
    John E. Hopcroft
    , Kun He
  20. Long-range Meta-path Search on Large-scale Heterogeneous Graphs
    NeurIPS 2024 ·
    Chao Li
    ,
    Zijie Guo
    ,
    Qiuting He
    , Kun He
  21. Query-Efficient Textual Adversarial Example Generation for Black-Box Attacks
    NAACL 2024 ·
    Zhen Yu
    ,
    Zhenhua Chen
    , Kun He
  22. Rethinking the Soft Conflict Pseudo Boolean Constraint on MaxSAT Local Search Solvers
    IJCAI 2024 ·
    Jiongzhi Zheng
    ,
    Zhuo Chen
    ,
    Chu-Min Li
    , Kun He
  23. Sampling-Based Teacher Guided Method to Boost Transferable Attack on SAR Image Classification
    ECAI 2024 ·
    Aoyang Zhou
    ,
    Yasmeen M. Khedr
    ,
    Xin Liu
    , Kun He
  24. Semantic Similarity Driven Multi-Modal Model for Rumor Detection
    ECAI 2024 ·
    Chenyang Li
    ,
    Bo Xu
    ,
    Meng Wang
    , Kun He
  25. You Only Need Less Attention at Each Stage in Vision Transformers
    CVPR 2024 ·
    Shuoxi Zhang
    ,
    Hanpeng Liu
    ,
    Stephen Lin
    , Kun He