Published in Science China Information Sciences, 2025
Xiang Li*, Xinrui Wang*, Songcan Chen.
Recommended citation: Li, Xiang, Xinrui Wang, and Songcan Chen. "Pushing one pair of labels apart each time in multi-label learning: from single positive to full labels." Science China Information Sciences 68.6 (2025): 1-18.
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Published in ICML, 2025
Xinrui Wang, Shao-yuan Li, Jiaqiang Zhang, Songcan Chen
Published in NeurIPS, 2024
Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shao-Yuan Li, Songcan Chen.
Recommended citation: Xinrui, Wang, et al. "Forgetting, ignorance or myopia: Revisiting key challenges in online continual learning." The Thirty-eighth Annual Conference on Neural Information Processing Systems. 2024.
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Published in AAAI, 2024
Wenhai Wan*, Xinrui Wang*, Mingkun Xie, Sheng-jun Huang, Songcan Chen, Shao-yuan Li
Recommended citation: Wan, Wenhai, et al. "Unlocking the power of open set: A new perspective for open-set noisy label learning." Proceedings of the AAAI conference on artificial intelligence. Vol. 38. No. 14. 2024.
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Published in NeurIPS, 2023
Xinrui Wang*, Wenhai Wan*, Chuanxing Geng, Shao-Yuan Li, Songcan Chen
Recommended citation: Xinrui, Wang, et al. "Beyond myopia: Learning from positive and unlabeled data through holistic predictive trends." Advances in Neural Information Processing Systems 36 (2023): 67589-67602.
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