PPaperPicks

Bo Han

Hong Kong Baptist University, Department of Computer Science, Hong Kong

76 papers at tracked venues · 71 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6338-0958 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×23NeurIPS ×21ICML ×16AAAI ×5IJCAI ×4WWW ×2ACL ×1CVPR ×1EMNLP ×1ICCV ×1ICDE ×1

Frequent coauthors

Tongliang Liu
×35
Jiangchao Yao
×13
Yonggang Zhang
×13
Feng Liu
×11
Zhanke Zhou
×10
Yiu-ming Cheung
×7
Qizhou Wang
×6
Yongqiang Chen
×6
Kun Zhang
×5
Gang Niu
×5
Masashi Sugiyama
×5
Xinmei Tian
×5

Papers

  1. Select Before Use: On the Importance of Reference Model Selection in Preference Alignment
    ACL 2026 ·
    Muyang Li
    ,
    Runze Wu
    ,
    Xiangyu Zhao
    , Bo Han,
    Daoyi Dong
    ,
    Tongliang Liu
  2. Transferability of Adversarial Attacks in Video-based MLLMs: A Cross-modal Image-to-Video Approach
    AAAI 2026 ·
    Linhao Huang
    ,
    Xue Jiang
    ,
    Zhiqiang Wang
    ,
    Wentao Mo
    ,
    Xi Xiao
    ,
    Yong-Jie Yin
    , Bo Han,
    Feng Zheng
  3. Trustworthy Foundation Models for Web Intelligence: Causal Perspectives and Challenges
    WWW 2026 ·
    Haoang Chi
    ,
    Qi Wang
    ,
    Jiantong Jiang
    ,
    Jiangchao Yao
    ,
    Feng Liu
    , Bo Han
  4. A Lens into Interpretable Transformer Mistakes via Semantic Dependency
    ICML 2025 ·
    Ruo-Jing Dong
    ,
    Yu Yao
    , Bo Han,
    Tongliang Liu
  5. A Robust Method to Discover Causal or Anticausal Relation
    ICLR 2025 ·
    Yu Yao
    ,
    Yang Zhou
    , Bo Han,
    Mingming Gong
    ,
    Kun Zhang
    ,
    Tongliang Liu
  6. Adaptive Localization of Knowledge Negation for Continual LLM Unlearning
    ICML 2025 ·
    Abudukelimu Wuerkaixi
    ,
    Qizhou Wang
    ,
    Sen Cui
    ,
    Wutong Xu
    , Bo Han,
    Gang Niu
    ,
    Masashi Sugiyama
    ,
    Changshui Zhang
  7. Advancing Machine-Generated Text Detection from an Easy to Hard Supervision Perspective
    NeurIPS 2025 ·
    Chenwang Wu
    ,
    Yiu-ming Cheung
    , Bo Han,
    Defu Lian
  8. Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation
    ICLR 2025 ·
    Yikun Zhang
    ,
    Geyan Ye
    ,
    Chaohao Yuan
    , Bo Han,
    Long-Kai Huang
    ,
    Jianhua Yao
    ,
    Wei Liu
    ,
    Yu Rong
  9. Characterizing Submanifold Region for Out-of-Distribution Detection: (Extended Abstract)
    ICDE 2025 ·
    Xuhui Li
    ,
    Zhen Fang
    ,
    Yonggang Zhang
    ,
    Ning Ma
    ,
    Jiajun Bu
    , Bo Han,
    Haishuai Wang
  10. Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning
    EMNLP 2025 ·
    Yunhao Gou
    ,
    Hansi Yang
    ,
    Zhili Liu
    ,
    Kai Chen
    ,
    Yihan Zeng
    ,
    Lanqing Hong
    ,
    Zhenguo Li
    ,
    Qun Liu
    , Bo Han,
    James Kwok
    ,
    Yu Zhang
  11. Detecting Generated Images by Fitting Natural Image Distributions
    NeurIPS 2025 ·
    Yonggang Zhang
    ,
    Jun Nie
    ,
    Xinmei Tian
    ,
    Mingming Gong
    ,
    Kun Zhang
    , Bo Han
  12. Eliciting Causal Abilities in Large Language Models for Reasoning Tasks
    AAAI 2025 ·
    Yajing Wang
    ,
    Zongwei Luo
    ,
    Jingzhe Wang
    ,
    Zhanke Zhou
    ,
    Yongqiang Chen
    , Bo Han
  13. Enhancing Sample Selection Against Label Noise by Cutting Mislabeled Easy Examples
    NeurIPS 2025 ·
    Suqin Yuan
    ,
    Lei Feng
    , Bo Han,
    Tongliang Liu
  14. Epistemic Uncertainty for Generated Image Detection
    NeurIPS 2025 ·
    Jun Nie
    ,
    Yonggang Zhang
    ,
    Tongliang Liu
    ,
    Yiu-ming Cheung
    , Bo Han,
    Xinmei Tian
  15. Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning
    ICML 2025 ·
    Puning Yang
    ,
    Qizhou Wang
    ,
    Zhuo Huang
    ,
    Tongliang Liu
    ,
    Chengqi Zhang
    , Bo Han
  16. Fast and Accurate Blind Flexible Docking
    ICLR 2025 ·
    Zizhuo Zhang
    ,
    Lijun Wu
    ,
    Kaiyuan Gao
    ,
    Jiangchao Yao
    ,
    Tao Qin
    , Bo Han
  17. FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning
    NeurIPS 2025 ·
    Zhiqin Yang
    ,
    Yonggang Zhang
    ,
    Chenxin Li
    ,
    Yiu-ming Cheung
    , Bo Han,
    Yixuan Yuan
  18. From Debate to Equilibrium: Belief‑Driven Multi‑Agent LLM Reasoning via Bayesian Nash Equilibrium
    ICML 2025 ·
    Xie Yi
    ,
    Zhanke Zhou
    ,
    Chentao Cao
    ,
    Qiyu Niu
    ,
    Tongliang Liu
    , Bo Han
  19. From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?
    ICML 2025 ·
    Zhanke Zhou
    ,
    Xiao Feng
    ,
    Zhaocheng Zhu
    ,
    Jiangchao Yao
    ,
    Sanmi Koyejo
    , Bo Han
  20. GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs
    ICML 2025 ·
    Yue Wang
    ,
    Qizhou Wang
    ,
    Feng Liu
    ,
    Wei Huang
    ,
    Yali Du
    ,
    Xiaojiang Du
    , Bo Han
  21. Generative Model Inversion Through the Lens of the Manifold Hypothesis
    NeurIPS 2025 ·
    Xiong Peng
    , Bo Han,
    Fengfei Yu
    ,
    Tongliang Liu
    ,
    Feng Liu
    ,
    Mingyuan Zhou
  22. Golden Noise for Diffusion Models: A Learning Framework
    ICCV 2025 ·
    Zikai Zhou
    ,
    Shitong Shao
    ,
    Lichen Bai
    ,
    Shufei Zhang
    ,
    Zhiqiang Xu
    , Bo Han,
    Zeke Xie
  23. Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
    ICLR 2025 ·
    Lei Shen
    ,
    Zhenheng Tang
    ,
    Lijun Wu
    ,
    Yonggang Zhang
    ,
    Xiaowen Chu
    ,
    Tao Qin
    , Bo Han
  24. Instance-dependent Early Stopping
    ICLR 2025 ·
    Suqin Yuan
    ,
    Runqi Lin
    ,
    Lei Feng
    , Bo Han,
    Tongliang Liu
  25. Learning to Instruct for Visual Instruction Tuning
    NeurIPS 2025 ·
    Zhihan Zhou
    ,
    Feng Hong
    ,
    Jiaan Luo
    ,
    Yushi Ye
    ,
    Jiangchao Yao
    ,
    Dongsheng Li
    , Bo Han,
    Ya Zhang
    ,
    Yanfeng Wang
  26. Learning without Isolation: Pathway Protection for Continual Learning
    ICML 2025 ·
    Zhikang Chen
    ,
    Abudukelimu Wuerkaixi
    ,
    Sen Cui
    ,
    Haoxuan Li
    ,
    Ding Li
    ,
    Jingfeng Zhang
    , Bo Han,
    Gang Niu
    ,
    Houfang Liu
    ,
    Yi Yang
    ,
    Sifan Yang
    ,
    Changshui Zhang
    ,
    Tianling Ren
  27. Noisy Test-Time Adaptation in Vision-Language Models
    ICLR 2025 ·
    Chentao Cao
    ,
    Zhun Zhong
    ,
    Zhanke Zhou
    ,
    Tongliang Liu
    ,
    Yang Liu
    ,
    Kun Zhang
    , Bo Han
  28. One-shot Federated Learning Methods: A Practical Guide
    IJCAI 2025 ·
    Xiang Liu
    ,
    Zhenheng Tang
    ,
    Xia Li
    ,
    Yijun Song
    ,
    Sijie Ji
    ,
    Zemin Liu
    , Bo Han,
    Linshan Jiang
    ,
    Jialin Li
  29. Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection
    NeurIPS 2025 ·
    Shuhai Zhang
    ,
    Zihao Lian
    ,
    Jiahao Yang
    ,
    Daiyuan Li
    ,
    Guoxuan Pang
    ,
    Feng Liu
    , Bo Han,
    Shutao Li
    ,
    Mingkui Tan
  30. Practical Kernel Selection for Kernel-based Conditional Independence Test
    NeurIPS 2025 ·
    Wenjie Wang
    ,
    Mingming Gong
    ,
    Biwei Huang
    ,
    James Bailey
    , Bo Han,
    Kun Zhang
    ,
    Feng Liu
  31. Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection
    AAAI 2025 ·
    Zhipeng Zou
    ,
    Sheng Wan
    ,
    Guangyu Li
    , Bo Han,
    Tongliang Liu
    ,
    Lin Zhao
    ,
    Chen Gong
  32. Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond
    ICLR 2025 ·
    Qizhou Wang
    ,
    Jin Peng Zhou
    ,
    Zhanke Zhou
    ,
    Saebyeol Shin
    , Bo Han,
    Kilian Q. Weinberger
  33. Towards Effective Evaluations and Comparisons for LLM Unlearning Methods
    ICLR 2025 ·
    Qizhou Wang
    , Bo Han,
    Puning Yang
    ,
    Jianing Zhu
    ,
    Tongliang Liu
    ,
    Masashi Sugiyama
  34. Towards Out-of-Modal Generalization without Instance-level Modal Correspondence
    ICLR 2025 ·
    Zhuo Huang
    ,
    Gang Niu
    , Bo Han,
    Masashi Sugiyama
    ,
    Tongliang Liu
  35. Towards Regularized Mixture of Predictions for Class-Imbalanced Semi-Supervised Facial Expression Recognition
    IJCAI 2025 ·
    Hangyu Li
    ,
    Yixin Zhang
    ,
    Jiangchao Yao
    ,
    Nannan Wang
    , Bo Han
  36. Trustworthy AI under Imperfect Web Data
    WWW 2025 ·
    Jiangchao Yao
    ,
    Feng Liu
    , Bo Han
  37. Understanding and Enhancing the Transferability of Jailbreaking Attacks
    ICLR 2025 ·
    Runqi Lin
    , Bo Han,
    Fengwang Li
    ,
    Tongliang Liu
  38. Unlocker: Disentangle the Deadlock of Learning between Label-noisy and Long-tailed Data
    NeurIPS 2025 ·
    Chen Shu
    ,
    Hongjun Xu
    ,
    Ruichi Zhang
    ,
    Mengke Li
    ,
    Yonggang Zhang
    ,
    Yang Lu
    , Bo Han,
    Yiu-ming Cheung
    ,
    Hanzi Wang
  39. When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need
    ICML 2025 ·
    Ziming Hong
    ,
    Runnan Chen
    ,
    Zengmao Wang
    , Bo Han,
    Bo Du
    ,
    Tongliang Liu
  40. A Sober Look at the Robustness of CLIPs to Spurious Features
    NeurIPS 2024 ·
    Qizhou Wang
    ,
    Yong Lin
    ,
    Yongqiang Chen
    ,
    Ludwig Schmidt
    , Bo Han,
    Tong Zhang
  41. Accurate Forgetting for Heterogeneous Federated Continual Learning
    ICLR 2024 ·
    Abudukelimu Wuerkaixi
    ,
    Sen Cui
    ,
    Jingfeng Zhang
    ,
    Kunda Yan
    , Bo Han,
    Gang Niu
    ,
    Lei Fang
    ,
    Changshui Zhang
    ,
    Masashi Sugiyama
  42. Balancing Similarity and Complementarity for Federated Learning
    ICML 2024 ·
    Kunda Yan
    ,
    Sen Cui
    ,
    Abudukelimu Wuerkaixi
    ,
    Jingfeng Zhang
    , Bo Han,
    Gang Niu
    ,
    Masashi Sugiyama
    ,
    Changshui Zhang
  43. Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?
    NeurIPS 2024 ·
    Zhanke Zhou
    ,
    Rong Tao
    ,
    Jianing Zhu
    ,
    Yiwen Luo
    ,
    Zengmao Wang
    , Bo Han
  44. Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy
    ICLR 2024 ·
    Shuhai Zhang
    ,
    Yiliao Song
    ,
    Jiahao Yang
    ,
    Yuanqing Li
    , Bo Han,
    Mingkui Tan
  45. Discovery of the Hidden World with Large Language Models
    NeurIPS 2024 ·
    Chenxi Liu
    ,
    Yongqiang Chen
    ,
    Tongliang Liu
    ,
    Mingming Gong
    ,
    James Cheng
    , Bo Han,
    Kun Zhang
  46. Enhancing Contrastive Learning for Ordinal Regression via Ordinal Content Preserved Data Augmentation
    ICLR 2024 ·
    Jiyang Zheng
    ,
    Yu Yao
    , Bo Han,
    Dadong Wang
    ,
    Tongliang Liu
  47. Enhancing Evolving Domain Generalization through Dynamic Latent Representations
    AAAI 2024 ·
    Binghui Xie
    ,
    Yongqiang Chen
    ,
    Jiaqi Wang
    ,
    Kaiwen Zhou
    , Bo Han,
    Wei Meng
    ,
    James Cheng
  48. Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
    ICLR 2024 ·
    Binghui Xie
    ,
    Yatao Bian
    ,
    Kaiwen Zhou
    ,
    Yongqiang Chen
    ,
    Peilin Zhao
    , Bo Han,
    Wei Meng
    ,
    James Cheng
  49. Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting
    ICLR 2024 ·
    Rong Dai
    ,
    Yonggang Zhang
    ,
    Ang Li
    ,
    Tongliang Liu
    ,
    Xun Yang
    , Bo Han
  50. Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection
    ICML 2024 ·
    Chentao Cao
    ,
    Zhun Zhong
    ,
    Zhanke Zhou
    ,
    Yang Liu
    ,
    Tongliang Liu
    , Bo Han
  51. FedImpro: Measuring and Improving Client Update in Federated Learning
    ICLR 2024 ·
    Zhenheng Tang
    ,
    Yonggang Zhang
    ,
    Shaohuai Shi
    ,
    Xinmei Tian
    ,
    Tongliang Liu
    , Bo Han,
    Xiaowen Chu
  52. Federated Learning with Extremely Noisy Clients via Negative Distillation
    AAAI 2024 ·
    Yang Lu
    ,
    Lin Chen
    ,
    Yonggang Zhang
    ,
    Yiliang Zhang
    , Bo Han,
    Yiu-ming Cheung
    ,
    Hanzi Wang
  53. Few-Shot Adversarial Prompt Learning on Vision-Language Models
    NeurIPS 2024 ·
    Yiwei Zhou
    ,
    Xiaobo Xia
    ,
    Zhiwei Lin
    , Bo Han,
    Tongliang Liu
  54. FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
    NeurIPS 2024 ·
    Zhenheng Tang
    ,
    Yonggang Zhang
    ,
    Peijie Dong
    ,
    Yiu-ming Cheung
    ,
    Amelie Chi Zhou
    , Bo Han,
    Xiaowen Chu
  55. How Interpretable Are Interpretable Graph Neural Networks?
    ICML 2024 ·
    Yongqiang Chen
    ,
    Yatao Bian
    , Bo Han,
    James Cheng
  56. Layer-Aware Analysis of Catastrophic Overfitting: Revealing the Pseudo-Robust Shortcut Dependency
    ICML 2024 ·
    Runqi Lin
    ,
    Chaojian Yu
    , Bo Han,
    Hang Su
    ,
    Tongliang Liu
  57. Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs
    ICLR 2024 ·
    Zhanke Zhou
    ,
    Yongqi Zhang
    ,
    Jiangchao Yao
    ,
    Quanming Yao
    , Bo Han
  58. MCM: Multi-condition Motion Synthesis Framework
    IJCAI 2024 ·
    Zeyu Ling
    , Bo Han,
    Yongkang Wong
    ,
    Han Lin
    ,
    Mohan S. Kankanhalli
    ,
    Weidong Geng
  59. MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence
    ICML 2024 ·
    Hongduan Tian
    ,
    Feng Liu
    ,
    Tongliang Liu
    ,
    Bo Du
    ,
    Yiu-ming Cheung
    , Bo Han
  60. Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
    NeurIPS 2024 ·
    Hongduan Tian
    ,
    Feng Liu
    ,
    Zhanke Zhou
    ,
    Tongliang Liu
    ,
    Chengqi Zhang
    , Bo Han
  61. Mitigating Label Noise on Graphs via Topological Sample Selection
    ICML 2024 ·
    Yuhao Wu
    ,
    Jiangchao Yao
    ,
    Xiaobo Xia
    ,
    Jun Yu
    ,
    Ruxin Wang
    , Bo Han,
    Tongliang Liu
  62. Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning
    CVPR 2024 ·
    Zihua Zhao
    ,
    Mengxi Chen
    ,
    Tianjie Dai
    ,
    Jiangchao Yao
    , Bo Han,
    Ya Zhang
    ,
    Yanfeng Wang
  63. Negative Label Guided OOD Detection with Pretrained Vision-Language Models
    ICLR 2024 ·
    Xue Jiang
    ,
    Feng Liu
    ,
    Zhen Fang
    ,
    Hong Chen
    ,
    Tongliang Liu
    ,
    Feng Zheng
    , Bo Han
  64. Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel
    ICLR 2024 ·
    Xuan Li
    ,
    Zhanke Zhou
    ,
    Jiangchao Yao
    ,
    Yu Rong
    ,
    Lu Zhang
    , Bo Han
  65. NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
    ICLR 2024 ·
    Pengfei Zheng
    ,
    Yonggang Zhang
    ,
    Zhen Fang
    ,
    Tongliang Liu
    ,
    Defu Lian
    , Bo Han
  66. On the Over-Memorization During Natural, Robust and Catastrophic Overfitting
    ICLR 2024 ·
    Runqi Lin
    ,
    Chaojian Yu
    , Bo Han,
    Tongliang Liu
  67. Out-of-Distribution Detection with Negative Prompts
    ICLR 2024 ·
    Jun Nie
    ,
    Yonggang Zhang
    ,
    Zhen Fang
    ,
    Tongliang Liu
    , Bo Han,
    Xinmei Tian
  68. Pseudo-Private Data Guided Model Inversion Attacks
    NeurIPS 2024 ·
    Xiong Peng
    , Bo Han,
    Feng Liu
    ,
    Tongliang Liu
    ,
    Mingyuan Zhou
  69. Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
    NeurIPS 2024 ·
    Jiaan Luo
    ,
    Feng Hong
    ,
    Jiangchao Yao
    , Bo Han,
    Ya Zhang
    ,
    Yanfeng Wang
  70. Robust Training of Federated Models with Extremely Label Deficiency
    ICLR 2024 ·
    Yonggang Zhang
    ,
    Zhiqin Yang
    ,
    Xinmei Tian
    ,
    Nannan Wang
    ,
    Tongliang Liu
    , Bo Han
  71. Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection
    NeurIPS 2024 ·
    Geng Yu
    ,
    Jianing Zhu
    ,
    Jiangchao Yao
    , Bo Han
  72. Towards Realistic Model Selection for Semi-supervised Learning
    ICML 2024 ·
    Muyang Li
    ,
    Xiaobo Xia
    ,
    Runze Wu
    ,
    Fengming Huang
    ,
    Jun Yu
    , Bo Han,
    Tongliang Liu
  73. Trustworthy Machine Learning under Imperfect Data
    IJCAI 2024 · Bo Han
  74. Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning
    ICML 2024 ·
    Yuhao Wu
    ,
    Jiangchao Yao
    , Bo Han,
    Lina Yao
    ,
    Tongliang Liu
  75. Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
    NeurIPS 2024 ·
    Haoang Chi
    ,
    He Li
    ,
    Wenjing Yang
    ,
    Feng Liu
    ,
    Long Lan
    ,
    Xiaoguang Ren
    ,
    Tongliang Liu
    , Bo Han
  76. What If the Input is Expanded in OOD Detection?
    NeurIPS 2024 ·
    Boxuan Zhang
    ,
    Jianing Zhu
    ,
    Zengmao Wang
    ,
    Tongliang Liu
    ,
    Bo Du
    , Bo Han