Hanxun Huang
- Normalized Loss Functions for Deep Learning with Noisy Labels
2020/06/24 by Xingjun Ma, Hanxun Huang, Ma, Xingjun +9 · 21 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Music and Audio Processing
- Unlearnable Examples: Making Personal Data Unexploitable
2021/01/13 by Hanxun Huang, Huang, Hanxun, Xingjun Ma +7 · 14 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
2024/08/23 by Yige Li, Hanxun Huang, Li, Yige +7 · 20 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
- Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety
2025/02/02 by Xingjun Ma, Yifeng Gao, Ma, Xingjun +88 · 20 citations
Health Professions · Decision Sciences · Engineering · #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
- Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks
2021/10/07 by Hanxun Huang, Yisen Wang, Huang, Hanxun +9 · 4 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LDReg: Local Dimensionality Regularized Self-Supervised Learning
2024/01/19 by Hanxun Huang, Ricardo J. G. B. Campello, Huang, Hanxun +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
- X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
2025/05/08 by Hanxun Huang, Sarah Erfani, Huang, Hanxun +7 · 5 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Downstream Transfer Attack: Adversarial Attacks on Downstream Models with Pre-trained Vision Transformers
2024/08/03 by Weijie Zheng, Xingjun Ma, Zheng, Weijie +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GeoDetect: Geometric Adversarial Detection for VLPs
2026/07/16 by Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie +2
#cs.CV #cs.LG