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论文

2025
  1. Qianwei Tang, Baile Xu, Jian Zhao, Furao Shen* "Equivariant Feature Extraction: Enhancing 3D Point Cloud Analysis with Robust." Neurocomputing, 660: 131832, 2025.
  2. Zhiming Xu, Suorong Yang*, Baile Xu*, Furao Shen, Jian Zhao "Dual prototypes for adaptive pre-trained model in class-incremental learning." Neural Networks, 196: 108389, 2026.
  3. Xiaoliang Liu*, Furao Shen, Jian Zhao "Region-Guided Attack on the Segment Anything Model (SAM)." Neural Networks, 193: 108058, 2026.
  4. Suorong Yang, Hongchao Yang, Suohan Guo, Furao Shen*, Jian Zhao "IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation." IEEE Transactions on Pattern Analysis and Machine Intelligence, 48: 1339-1354, 2026.
  5. Suorong Yang*, Peijia Li, Xin Xiong, Furao Shen*, Jian Zhao "AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation." IEEE TRANSACTIONS ON IMAGE PROCESSING, 34: 4843-4855, 2025.
  6. Dunwei Tu, Huiyu Yi, Yuchi Wang, Baile Xu*, Jian Zhao , Furao Shen "Multiple Queries with Multiple Keys: A Precise Prompt Matching Paradigm for Prompt-based Continual Learning." ACM MM 2025.
  7. Suorong Yang, Peijia Li, Furao Shen*, Jian Zhao "RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment." ICCV 2025.
  8. Suorong Yang, Tianyue Zhang, Zhiming Xu, Peijia Li, Baile Xu, Furao Shen*, Jian Zhao "Supervised contrastive learning with prototype distillation for data incremental learning." Neural Networks, 190: 107651, 2025.
  9. Dunwei Tu, Huiyu Yi, Tieyi Zhang, Ruotong Li, Furao Shen*, Jian Zhao. "Embedding Space Allocation with Angle-Norm Joint Classifiers for few-shot class-incremental learning." Neural Networks, 190: 107608, 2025.
  10. Suorong Yang, Peng Ye, Furao Shen*, Dongzhan Zhou*. "When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration." ICML 2025.
  11. Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou*, Furao Shen*. "A CLIP-Powered Framework for Robust and Generalizable Data Selection." ICLR 2025.
  12. Hongchao Yang, Suorong Yang, Lingming Zhang, Hui Dou, Furao Shen*, Jian Zhao. "CS-QCFS: Bridging the performance gap in ultra-low latency spiking neural networks." Neural Networks, 184: 107076, 2025.