Xin Zou

According to our database, Xin Zou authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Residual network with self-adaptive time step size.

Xiyuan Li, Xin Zou, Weiwei Liu

Pattern Recognit., 2025

2024

A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers.

Xin Zou, Zhengyu Zhou, Jingyuan Xu, Weiwei Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

A Provable Decision Rule for Out-of-Distribution Detection.

Xinsong Ma, Xin Zou, Weiwei Liu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data.

Xin Zou, Weiwei Liu

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

2023

Generalization Bounds for Adversarial Contrastive Learning.

Xin Zou, Weiwei Liu

J. Mach. Learn. Res., 2023

On the Adversarial Robustness of Out-of-distribution Generalization Models.

Xin Zou, Weiwei Liu

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

2022

Defending Against Adversarial Attacks via Neural Dynamic System.

Xiyuan Li, Xin Zou, Weiwei Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022