PPaperPicks

Yinghuan Shi

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

Venues

Frequent coauthors

Lei Qi
×18
Jian Zhang
×12
Yang Gao
×7
Yue Duan
×5
Zekun Li
×3
Jintao Guo
×3
Qian Yu
×3
Taicai Chen
×2
Qinghe Ma
×2
Zhan Fa
×1
Wanqi Yang
×1
Xiran Wang
×1

Papers

  1. Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA
    AAAI 2026 ·
    Zhan Fa
    ,
    Yue Duan
    ,
    Jian Zhang
    ,
    Lei Qi
    ,
    Wanqi Yang
    , Yinghuan Shi
  2. Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization
    CVPR 2025 ·
    Xiran Wang
    ,
    Jian Zhang
    ,
    Lei Qi
    , Yinghuan Shi
  3. Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild
    ICCV 2025 ·
    Haoran Wang
    ,
    Zekun Li
    ,
    Jian Zhang
    ,
    Lei Qi
    , Yinghuan Shi
  4. Divide-And-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-Supervised Continual Learning
    ICCV 2025 ·
    Yue Duan
    ,
    Taicai Chen
    ,
    Lei Qi
    , Yinghuan Shi
  5. Fusing Dual Encoders: Single-Source Domain Generalization with Extremely Few Annotations
    MICCAI 2025 ·
    Ruofan Wang
    ,
    Jintao Guo
    ,
    Jian Zhang
    ,
    Lei Qi
    , Yinghuan Shi
  6. GA-SAM: Geometry-Aware SAM Adaptation with Sparse Annotation-Driven Point Cloud Completion
    MICCAI 2025 ·
    Shumeng Li
    ,
    Jian Zhang
    ,
    Lei Qi
    , Yinghuan Shi
  7. Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD
    ICLR 2025 ·
    Ze Peng
    ,
    Jian Zhang
    ,
    Yisen Wang
    ,
    Lei Qi
    , Yinghuan Shi,
    Yang Gao
  8. Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation
    CVPR 2025 ·
    Qinghe Ma
    ,
    Jian Zhang
    ,
    Zekun Li
    ,
    Lei Qi
    ,
    Qian Yu
    , Yinghuan Shi
  9. Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting
    CVPR 2025 ·
    Maochen Yang
    ,
    Zekun Li
    ,
    Jian Zhang
    ,
    Lei Qi
    , Yinghuan Shi
  10. Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP
    AAAI 2025 ·
    Yayuan Li
    ,
    Jintao Guo
    ,
    Lei Qi
    ,
    Wenbin Li
    , Yinghuan Shi
  11. Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement
    ACM MM 2025 ·
    Luyang Cao
    ,
    Han Xu
    ,
    Jian Zhang
    ,
    Lei Qi
    ,
    Jiayi Ma
    , Yinghuan Shi,
    Yang Gao
  12. Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation
    CVPR 2024 ·
    Qinghe Ma
    ,
    Jian Zhang
    ,
    Lei Qi
    ,
    Qian Yu
    , Yinghuan Shi,
    Yang Gao
  13. Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization
    ECCV 2024 ·
    Jiajun Hu
    ,
    Jian Zhang
    ,
    Lei Qi
    , Yinghuan Shi,
    Yang Gao
  14. PC2: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval
    ACM MM 2024 ·
    Yue Duan
    ,
    Zhangxuan Gu
    ,
    Zhenzhe Ying
    ,
    Lei Qi
    ,
    Changhua Meng
    , Yinghuan Shi
  15. PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance
    AAAI 2024 ·
    Taicai Chen
    ,
    Yue Duan
    ,
    Dong Li
    ,
    Lei Qi
    , Yinghuan Shi,
    Yang Gao
  16. Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning
    AAAI 2024 ·
    Yue Duan
    ,
    Zhen Zhao
    ,
    Lei Qi
    ,
    Luping Zhou
    ,
    Lei Wang
    , Yinghuan Shi
  17. START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
    NeurIPS 2024 ·
    Jintao Guo
    ,
    Lei Qi
    , Yinghuan Shi,
    Yang Gao
  18. The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation
    ECCV 2024 ·
    Muyang Qiu
    ,
    Jian Zhang
    ,
    Lei Qi
    ,
    Qian Yu
    , Yinghuan Shi,
    Yang Gao