PPaperPicks

Yonggang Zhang

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

29 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4080-7592 ↗

Venues

ICLR ×9NeurIPS ×8AAAI ×3ACL ×3ICML ×3ICDE ×1SIGKDD ×1WWW ×1

Frequent coauthors

Bo Han
×13
Xinmei Tian
×12
Yiu-ming Cheung
×9
Xu Shen
×7
Jieping Ye
×7
Zhen Fang
×6
Tongliang Liu
×6
Zhen Huang
×3
Jun Nie
×3
Bo Peng
×3
Zhenheng Tang
×3
Xiaowen Chu
×3

Papers

  1. Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs
    AAAI 2026 ·
    Chenghao Sun
    ,
    Zhen Huang
    , Yonggang Zhang,
    Xinmei Tian
    ,
    Xu Shen
    ,
    Jieping Ye
  2. Generating then Refining for Reliable Knowledge Base Question Answering
    ACL 2026 ·
    Jianqi Gao
    ,
    Hang Yu
    ,
    Jian Cao
    ,
    Ranran Bu
    ,
    Jinghua Tang
    ,
    Nengjun Zhu
    , Yonggang Zhang
  3. 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
  4. Component-Level Segmentation for Oracle Bone Inscription Decipherment
    AAAI 2025 ·
    Zhikai Hu
    ,
    Yiu-ming Cheung
    , Yonggang Zhang,
    Peiying Zhang
    ,
    Puiling Tang
  5. Detecting Generated Images by Fitting Natural Image Distributions
    NeurIPS 2025 · Yonggang Zhang,
    Jun Nie
    ,
    Xinmei Tian
    ,
    Mingming Gong
    ,
    Kun Zhang
    ,
    Bo Han
  6. Distributional Prototype Learning for Out-of-distribution Detection
    SIGKDD 2025 ·
    Bo Peng
    ,
    Jie Lu
    , Yonggang Zhang,
    Guangquan Zhang
    ,
    Zhen Fang
  7. Enhancing Target-unspecific Tasks through a Features Matrix
    ICML 2025 ·
    Fangming Cui
    , Yonggang Zhang,
    Xuan Wang
    ,
    Xinmei Tian
    ,
    Jun Yu
  8. Epistemic Uncertainty for Generated Image Detection
    NeurIPS 2025 ·
    Jun Nie
    , Yonggang Zhang,
    Tongliang Liu
    ,
    Yiu-ming Cheung
    ,
    Bo Han
    ,
    Xinmei Tian
  9. FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning
    NeurIPS 2025 ·
    Zhiqin Yang
    , Yonggang Zhang,
    Chenxin Li
    ,
    Yiu-ming Cheung
    ,
    Bo Han
    ,
    Yixuan Yuan
  10. 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
  11. Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings
    ACL 2025 ·
    Chenghao Sun
    ,
    Zhen Huang
    , Yonggang Zhang,
    Le Lu
    ,
    Houqiang Li
    ,
    Xinmei Tian
    ,
    Xu Shen
    ,
    Jieping Ye
  12. Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs
    ICLR 2025 ·
    Rui Dai
    ,
    Sile Hu
    ,
    Xu Shen
    , Yonggang Zhang,
    Xinmei Tian
    ,
    Jieping Ye
  13. MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
    ICLR 2025 ·
    Zhuoxiao Chen
    ,
    Junjie Meng
    ,
    Mahsa Baktashmotlagh
    , Yonggang Zhang,
    Zi Huang
    ,
    Yadan Luo
  14. Mitigating Forgetting in Adapting Pre-trained Language Models to Text Processing Tasks via Consistency Alignment
    WWW 2025 ·
    Jianqi Gao
    ,
    Hao Wu
    ,
    Yiu-ming Cheung
    ,
    Jian Cao
    ,
    Hang Yu
    , Yonggang Zhang
  15. Towards Generalizable Detector for Generated Image
    NeurIPS 2025 ·
    Qianshu Cai
    ,
    Chao Wu
    , Yonggang Zhang,
    Jun Yu
    ,
    Xinmei Tian
  16. Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions
    ACL 2025 ·
    Yiqun Wang
    ,
    Chaoqun Wan
    ,
    Sile Hu
    , Yonggang Zhang,
    Xiang Tian
    ,
    Yaowu Chen
    ,
    Xu Shen
    ,
    Jieping Ye
  17. 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
  18. ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
    ICLR 2024 ·
    Bo Peng
    ,
    Yadan Luo
    , Yonggang Zhang,
    Yixuan Li
    ,
    Zhen Fang
  19. Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control
    NeurIPS 2024 ·
    Yuxin Xiao
    ,
    Chaoqun Wan
    , Yonggang Zhang,
    Wenxiao Wang
    ,
    Binbin Lin
    ,
    Xiaofei He
    ,
    Xu Shen
    ,
    Jieping Ye
  20. 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
  21. 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
  22. 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
  23. From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
    ICML 2024 ·
    Wei Chen
    ,
    Zhen Huang
    ,
    Liang Xie
    ,
    Binbin Lin
    ,
    Houqiang Li
    ,
    Le Lu
    ,
    Xinmei Tian
    ,
    Deng Cai
    , Yonggang Zhang,
    Wenxiao Wang
    ,
    Xu Shen
    ,
    Jieping Ye
  24. 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
  25. Interpreting and Improving Large Language Models in Arithmetic Calculation
    ICML 2024 ·
    Wei Zhang
    ,
    Chaoqun Wan
    , Yonggang Zhang,
    Yiu-ming Cheung
    ,
    Xinmei Tian
    ,
    Xu Shen
    ,
    Jieping Ye
  26. Learning to Shape In-distribution Feature Space for Out-of-distribution Detection
    NeurIPS 2024 · Yonggang Zhang,
    Jie Lu
    ,
    Bo Peng
    ,
    Zhen Fang
    ,
    Yiu-ming Cheung
  27. 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
  28. Out-of-Distribution Detection with Negative Prompts
    ICLR 2024 ·
    Jun Nie
    , Yonggang Zhang,
    Zhen Fang
    ,
    Tongliang Liu
    ,
    Bo Han
    ,
    Xinmei Tian
  29. Robust Training of Federated Models with Extremely Label Deficiency
    ICLR 2024 · Yonggang Zhang,
    Zhiqin Yang
    ,
    Xinmei Tian
    ,
    Nannan Wang
    ,
    Tongliang Liu
    ,
    Bo Han