Refereed Publications (Google Scholar)

Please see my Google Scholar for Full Publication List.

2026

ICML 2026
  • FedHPro: Federated Hyper-Prototype Learning via Gradient Matching [PDF] [Code]
    • Huan Wang, Jun Shen, Haoran Li, Zhenyu Yang, Jun Yan, Ousman Manjang, Yanlong Zhai, Di Wu, Guansong Pang
    In ICML'26 (CCF-A, Core A*), to appear. Acceptance rate: 26.6% (6352/23918).
    CVPR 2026
  • Domain-Skewed Federated Learning with Feature Decoupling and Calibration [PDF] [Code]
    • Huan Wang, Jun Shen, Jun Yan, Guansong Pang
    In CVPR'26 (CCF-A, Core A*), to appear. Acceptance rate: 25.42% (4090/16092).
    AAAI 2026 (Oral)
  • Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating [PDF] [Code]
    • Huan Wang, Haoran Li, Yuxin Lin, Huaming Chen, Jun Yan, Lijuan Wang, Jiahua Shi, Qihao Xu, Yongting Hu, Yong Xu, Jun Shen
    In AAAI'26 (CCF-A, Core A*), to appear. Acceptance rate: 17.6% (4167/23680).
    IJCV
  • From Unsupervised to Zero-Shot: 3D Domain Adaptation for Cryo-Electron Tomography Segmentation [PDF] [Code]
    • Haoran Li, Xingjian Li, Huan Wang, Jiahua Shi, Huaming Chen, Bo Du, Johan Barthelemy, Daisuke Kihara, Jun Shen, Min Xu
    In International Journal of Computer Vision (IJCV) (CCF-A, Core A*).

    2025

    ICCV 2025
  • FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning [PDF] [Code]
    • Huan Wang, Haoran Li, Huaming Chen, Jun Yan, Jiahua Shi, Jun Shen
    In ICCV'25 (CCF-A, Core A*), to appear. Acceptance rate: 24% (2698/11239).
    KDD 2025 (Oral)
  • FedSC: Federated Learning with Semantic-Aware Collaboration [PDF] [Code]
    • Huan Wang, Haoran Li, Huaming Chen, Jun Yan, Jiahua Shi, Jun Shen
    In KDD'25 (CCF-A, Core A*), to appear. Acceptance rate: 18.4% (365/1988).
    ICWS 2025
  • FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration [PDF] [Code]
    • Huan Wang, Haoran Li, Huaming Chen, Jun Yan, Lijuan Wang, Jiahua Shi, Shiping Chen, Jun Shen
    In ICWS'25 (CCF-B, Core A), to appear. Acceptance rate: 23.8% (64/346).
    IEEE TMM
  • Dual Visual Prompting with Context-Modulated Diffusion Prompts [PDF] [Code]
    • Huan Wang, Haoran Li, Huaming Chen, Jun Yan, Jiahua Shi, Jun Shen
    In IEEE Transactions on Multimedia (CCF-A, Core A*).
    IEEE TGRS
  • QCL-LNF: A Spatio-Temporal Quantum CNN-LSTM Model for Long-Term NDVI Forecasting [PDF] [Code]
    • Jing Sun, Jun Shen, Haoran Li, Huan Wang, Aiai Ren, Xu Zhou, Binbin Yong
    In IEEE Transactions on Geoscience and Remote Sensing (CCF-B, SCI-Q1).

    2022

    ISPA 2022
  • Logit Calibration for Non-IID and Long-Tailed Data in Federated Learning [PDF] [Code]
    • Huan Wang, Lijuan Wang, Jun Shen
    In IEEE International Symposium on Parallel and Distributed Processing with Applications.
    ISPA 2022
  • Distributional Knowledge Transfer for Heterogeneous Federated Learning [PDF] [Code]
    • Huan Wang, Lijuan Wang, Jun Shen
    In IEEE International Symposium on Parallel and Distributed Processing with Applications.
    ICME 2022
  • FedKG: Model-Optimized Federated Learning for Local Client Training with Non-IID Private Data [PDF] [Code]
    • Huan Wang, Lijuan Wang
    In IEEE International Conference on Multimedia and Expo.