Hanxun Huang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Multi Armed Bandit

Repeated Patterns

Neural Architecture

Top Venues

Publications

Yige Li, Xingjun Ma, Jiabo He, Hanxun Huang, Yu-Gang Jiang
Multi-Trigger Backdoor Attacks: More Triggers, More Threats. CoRR (2024)
Hanxun Huang, Ricardo J. G. B. Campello, Sarah Monazam Erfani, Xingjun Ma, Michael E. Houle, James Bailey
LDReg: Local Dimensionality Regularized Self-Supervised Learning. ICLR (2024)
Hanxun Huang, Ricardo J. G. B. Campello, Sarah Monazam Erfani, Xingjun Ma, Michael E. Houle, James Bailey
LDReg: Local Dimensionality Regularized Self-Supervised Learning. CoRR (2024)
Xingjun Ma, Linxi Jiang, Hanxun Huang, Zejia Weng, James Bailey, Yu-Gang Jiang
Imbalanced gradients: a subtle cause of overestimated adversarial robustness. Mach. Learn. 113 (5) (2024)
Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey
Distilling Cognitive Backdoor Patterns within an Image. ICLR (2023)
Hanxun Huang, Xingjun Ma, Sarah M. Erfani, James Bailey
Distilling Cognitive Backdoor Patterns within an Image. CoRR (2023)
Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang
Unlearnable Examples: Making Personal Data Unexploitable. ICLR (2021)
Hanxun Huang, Yisen Wang, Sarah M. Erfani, Quanquan Gu, James Bailey, Xingjun Ma
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks. NeurIPS (2021)
Hanxun Huang, Yisen Wang, Sarah Monazam Erfani, Quanquan Gu, James Bailey, Xingjun Ma
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks. CoRR (2021)
Hanxun Huang, Xingjun Ma, Sarah M. Erfani, James Bailey
Neural Architecture Search via Combinatorial Multi-Armed Bandit. CoRR (2021)
Hanxun Huang, Xingjun Ma, Sarah M. Erfani, James Bailey
Neural Architecture Search via Combinatorial Multi-Armed Bandit. IJCNN (2021)
Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang
Unlearnable Examples: Making Personal Data Unexploitable. CoRR (2021)
Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey
Normalized Loss Functions for Deep Learning with Noisy Labels. CoRR (2020)
Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey
Normalized Loss Functions for Deep Learning with Noisy Labels. ICML (2020)