Jiancong Xiao

According to our database, Jiancong Xiao authored at least 5 papers between 2022 and 2023.

Collaborative distances:

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

2023

PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization.

Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo

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

2022

Adversarial Rademacher Complexity of Deep Neural Networks.

Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Zhi-Quan Luo

CoRR, 2022

Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis.

Jiancong Xiao, Zeyu Qin, Yanbo Fan, Baoyuan Wu, Jue Wang, Zhi-Quan Luo

CoRR, 2022

Understanding Adversarial Robustness Against On-manifold Adversarial Examples.

Jiancong Xiao, Liusha Yang, Yanbo Fan, Jue Wang, Zhi-Quan Luo

CoRR, 2022

Stability Analysis and Generalization Bounds of Adversarial Training.

Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Jue Wang, Zhi-Quan Luo

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