Xinrui Wang

According to our database, Xinrui Wang authored at least 14 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Faster Adaptive Momentum-Based Federated Methods for Distributed Composition Optimization.

Feihu Huang, Xinrui Wang, Siqi Zhang, Soncan Chen

Mach. Learn., May, 2026

Filter, Obstruct, and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning.

Xinrui Wang, Wenhai Wan, Xiang Li, Chuanxing Geng, Shao-Yuan Li, Songcan Chen

IEEE Trans. Inf. Forensics Secur., 2026

2025

You Never Walk Alone: A Generalizable and Nonparametric Structure Learning Framework.

Jiaqiang Zhang, Xinrui Wang, Songcan Chen

IEEE Trans. Neural Networks Learn. Syst., October, 2025

Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning.

Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shaoyuan Li, Songcan Chen

CoRR, February, 2025

Pushing one pair of labels apart each time in multi-label learning: from single positive to full labels.

Xiang Li, Xinrui Wang, Songcan Chen

Sci. China Inf. Sci., 2025

LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data.

Chuanxing Geng, Qifei Li, Xinrui Wang, Dong Liang, Songcan Chen, Pong C. Yuen

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization.

Feihu Huang, Chunyu Xuan, Xinrui Wang, Siqi Zhang, Songcan Chen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning.

Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shaoyuan Li, Songcan Chen

CoRR, 2024

A Survey on Incomplete Multi-label Learning: Recent Advances and Future Trends.

Xiang Li, Jiexi Liu, Xinrui Wang, Songcan Chen

CoRR, 2024

Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning.

Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shao-Yuan Li, Songcan Chen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Adaptive Federated Minimax Optimization with Lower Complexities.

Feihu Huang, Xinrui Wang, Junyi Li, Songcan Chen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Unlocking the Power of Open Set : A New Perspective for Open-set Noisy Label Learning.

Wenhai Wan, Xinrui Wang, Ming-Kun Xie, Shengjun Huang, Songcan Chen, Shaoyuan Li

CoRR, 2023

Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends.

Xinrui Wang, Wenhai Wan, Chuanxing Geng, Shaoyuan Li, Songcan Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023