PPaperPicks

Yuhua Li

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

30 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1846-4941 ↗Homepage ↗

Venues

ICML ×8NeurIPS ×7ACL ×3ACM MM ×3AAAI ×2CVPR ×2WWW ×2ECAI ×1ICCV ×1IJCAI ×1

Frequent coauthors

Ruixuan Li
×29
Yixiong Zou
×19
Haozhao Wang
×8
Guangyao Chen
×5
Shiwei Li
×5
Xing Tang
×5
Xiuqiang He
×5
Jintao Tong
×4
Weihong Luo
×4
Zhenyu Zhang
×3
Ran Ma
×3
Xiandi Luo
×3

Papers

  1. Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning
    AAAI 2026 ·
    Zhenyu Zhang
    ,
    Guangyao Chen
    ,
    Yixiong Zou
    ,
    Zhimeng Huang
    , Yuhua Li
  2. EchoMLLM: Incentivizing Echocardiographic Video Understanding with Keyframe Grounding and Report Generation
    ACL 2026 ·
    Heyu Huang
    ,
    Wanran Sun
    ,
    Chi Chen
    ,
    Bo Chen
    ,
    Zonghao Guo
    , Yuhua Li,
    Ruixuan Li
    ,
    Kunlun He
    ,
    Maosong Sun
  3. Language-Guided Game-Theoretic Fairness in Web-Enabled Energy Networks
    WWW 2026 ·
    Hao Wu
    , Yuhua Li,
    Yuntao Zou
    ,
    Qianqi Zhang
    ,
    Ruixuan Li
    ,
    Zeling Xu
    ,
    Wei Wang
  4. UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions
    ACL 2026 ·
    Xiaoquan Yi
    ,
    Haixing Wu
    ,
    Haozhao Wang
    ,
    Yichen Li
    , Yuhua Li,
    Rui Zhang
    ,
    Ruixuan Li
  5. Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation
    ICML 2025 ·
    Jintao Tong
    ,
    Ran Ma
    ,
    Yixiong Zou
    ,
    Guangyao Chen
    , Yuhua Li,
    Ruixuan Li
  6. Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation
    NeurIPS 2025 ·
    Shiwei Li
    ,
    Xiandi Luo
    ,
    Haozhao Wang
    ,
    Xing Tang
    ,
    Ziqiang Cui
    ,
    Dugang Liu
    , Yuhua Li,
    Xiuqiang He
    ,
    Ruixuan Li
  7. Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
    ICML 2025 ·
    Shiwei Li
    ,
    Xiandi Luo
    ,
    Xing Tang
    ,
    Haozhao Wang
    ,
    Hao Chen
    ,
    Weihong Luo
    , Yuhua Li,
    Xiuqiang He
    ,
    Ruixuan Li
  8. ChatbotID: Identifying Chatbots with Granger Causality Test
    NeurIPS 2025 ·
    Xiaoquan Yi
    ,
    Haozhao Wang
    ,
    Yining Qi
    ,
    Wenchao Xu
    ,
    Rui Zhang
    , Yuhua Li,
    Ruixuan Li
  9. FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models
    NeurIPS 2025 ·
    Jintao Tong
    ,
    Wenwei Jin
    ,
    Pengda Qin
    ,
    Anqi Li
    ,
    Yixiong Zou
    ,
    Yuhong Li
    , Yuhua Li,
    Ruixuan Li
  10. Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models
    ACL 2025 ·
    You Li
    ,
    Heyu Huang
    ,
    Chi Chen
    ,
    Kaiyu Huang
    ,
    Chao Huang
    ,
    Zonghao Guo
    ,
    Zhiyuan Liu
    ,
    Jinan Xu
    , Yuhua Li,
    Ruixuan Li
    ,
    Maosong Sun
  11. Random Registers for Cross-Domain Few-Shot Learning
    ICML 2025 ·
    Shuai Yi
    ,
    Yixiong Zou
    , Yuhua Li,
    Ruixuan Li
  12. Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning
    AAAI 2025 ·
    Ran Ma
    ,
    Yixiong Zou
    , Yuhua Li,
    Ruixuan Li
  13. Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning
    ICML 2025 ·
    Shuai Yi
    ,
    Yixiong Zou
    , Yuhua Li,
    Ruixuan Li
  14. Revisiting Pool-Based Prompt Learning for Few-Shot Class-Incremental Learning
    ICCV 2025 ·
    Yongwei Jiang
    ,
    Yixiong Zou
    , Yuhua Li,
    Ruixuan Li
  15. Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation
    ICML 2025 ·
    Jintao Tong
    ,
    Yixiong Zou
    ,
    Guangyao Chen
    , Yuhua Li,
    Ruixuan Li
  16. The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation
    CVPR 2025 ·
    Yuhan Liu
    ,
    Yixiong Zou
    , Yuhua Li,
    Ruixuan Li
  17. The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
    ICML 2025 ·
    Shiwei Li
    ,
    Xiandi Luo
    ,
    Haozhao Wang
    ,
    Xing Tang
    ,
    Shijie Xu
    ,
    Weihong Luo
    , Yuhua Li,
    Xiuqiang He
    ,
    Ruixuan Li
  18. A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning
    NeurIPS 2024 ·
    Yixiong Zou
    ,
    Shuai Yi
    , Yuhua Li,
    Ruixuan Li
  19. Adversarial Attack for Explanation Robustness of Rationalization Models
    ECAI 2024 ·
    Yuankai Zhang
    ,
    Lingxiao Kong
    ,
    Haozhao Wang
    ,
    Ruixuan Li
    ,
    Jun Wang
    , Yuhua Li,
    Wei Liu
  20. Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning
    NeurIPS 2024 ·
    Yixiong Zou
    ,
    Ran Ma
    , Yuhua Li,
    Ruixuan Li
  21. Compositional Few-Shot Class-Incremental Learning
    ICML 2024 ·
    Yixiong Zou
    ,
    Shanghang Zhang
    ,
    Haichen Zhou
    , Yuhua Li,
    Ruixuan Li
  22. Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning
    IJCAI 2024 ·
    Haichen Zhou
    ,
    Yixiong Zou
    ,
    Ruixuan Li
    , Yuhua Li,
    Kui Xiao
  23. FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
    ICML 2024 ·
    Shiwei Li
    ,
    Wenchao Xu
    ,
    Haozhao Wang
    ,
    Xing Tang
    ,
    Yining Qi
    ,
    Shijie Xu
    ,
    Weihong Luo
    , Yuhua Li,
    Xiuqiang He
    ,
    Ruixuan Li
  24. Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning
    CVPR 2024 ·
    Yixiong Zou
    ,
    Yicong Liu
    ,
    Yiman Hu
    , Yuhua Li,
    Ruixuan Li
  25. Generate Universal Adversarial Perturbations for Few-Shot Learning
    NeurIPS 2024 ·
    Yiman Hu
    ,
    Yixiong Zou
    ,
    Ruixuan Li
    , Yuhua Li
  26. Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-shot Open-Set Recognition
    ACM MM 2024 ·
    Zhenyu Zhang
    ,
    Guangyao Chen
    ,
    Yixiong Zou
    , Yuhua Li,
    Ruixuan Li
  27. Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
    NeurIPS 2024 ·
    Jintao Tong
    ,
    Yixiong Zou
    , Yuhua Li,
    Ruixuan Li
  28. MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning
    ACM MM 2024 ·
    Zhenyu Zhang
    ,
    Guangyao Chen
    ,
    Yixiong Zou
    ,
    Zhimeng Huang
    , Yuhua Li,
    Ruixuan Li
  29. Masked Graph Autoencoder with Non-discrete Bandwidths
    WWW 2024 ·
    Ziwen Zhao
    , Yuhua Li,
    Yixiong Zou
    ,
    Jiliang Tang
    ,
    Ruixuan Li
  30. Masked Random Noise for Communication-Efficient Federated Learning
    ACM MM 2024 ·
    Shiwei Li
    ,
    Yingyi Cheng
    ,
    Haozhao Wang
    ,
    Xing Tang
    ,
    Shijie Xu
    ,
    Weihong Luo
    , Yuhua Li,
    Dugang Liu
    ,
    Xiuqiang He
    ,
    Ruixuan Li