Hanxun Huang
The University of Melbourne(AU)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Malware Detection Techniques, Bacillus and Francisella bacterial research, Machine Learning and Data Classification, Topic Modeling
Most-Cited Works
- → Normalized Loss Functions for Deep Learning with Noisy Labels(2020)125 cited
- → Unlearnable Examples: Making Personal Data Unexploitable(2021)46 cited
- → Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks(2021)31 cited
- → Distilling Cognitive Backdoor Patterns within an Image(2023)7 cited
- → Neural Architecture Search via Combinatorial Multi-Armed Bandit(2021)7 cited
- → Imbalanced gradients: a subtle cause of overestimated adversarial robustness(2023)4 cited
- → Shortcuts Everywhere and Nowhere: Exploring Multi-Trigger Backdoor Attacks(2025)3 cited
- → Bayesian Estimation Approaches for Local Intrinsic Dimensionality(2024)2 cited
- → Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety(2025)2 cited