Li, Shao-Yuan

10 publications

ICML 2025 Cut Out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning Xinrui Wang, Shao-Yuan Li, Jiaqiang Zhang, Songcan Chen

IJCAI 2025 DM-POSA: Enhancing Open-World Test-Time Adaptation with Dual-Mode Matching and Prompt-Based Open Set Adaptation Shiji Zhao, Shao-Yuan Li, Chuanxing Geng, Sheng-Jun Huang, Songcan Chen

AAAI 2025 MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse Zijian Tao, Shao-Yuan Li, Wenhai Wan, Jinpeng Zheng, Jia-Yao Chen, Yuchen Li, Sheng-Jun Huang, Songcan Chen

NeurIPS 2024 Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shao-yuan Li, Songcan Chen

IJCAI 2024 NanoAdapt: Mitigating Negative Transfer in Test Time Adaptation with Extremely Small Batch Sizes Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang

AAAI 2024 Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning Wenhai Wan, Xinrui Wang, Ming-Kun Xie, Shao-Yuan Li, Sheng-Jun Huang, Songcan Chen

NeurIPS 2023 Beyond Myopia: Learning from Positive and Unlabeled Data Through Holistic Predictive Trends Wang Xinrui, Wenhai Wan, Chuanxing Geng, Shao-Yuan Li, Songcan Chen

MLJ 2023 Learning from Crowds with Sparse and Imbalanced Annotations Ye Shi, Shao-Yuan Li, Sheng-Jun Huang

IJCAI 2017 Obtaining High-Quality Label by Distinguishing Between Easy and Hard Items in Crowdsourcing Wei Wang, Xiang-Yu Guo, Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou

AAAI 2014 Partial Multi-View Clustering Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou