Dr Hanxun Huang
Postdoctoral Research Fellow, Generative AI
School of Computing and Information Systems
17 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
A Bayesian framework for robust local intrinsic dimensionality estimation
DOI: 10.1016/j.is.2025.1026682026
Journal article
Semantic-aware Adversarial Fine-tuning for CLIP
2026
Journal article
Shortcuts Everywhere and Nowhere: Exploring Multi-Trigger Backdoor Attacks
DOI: 10.1109/TDSC.2025.36055972025
Conference Proceedings
T2UE: Generating Unlearnable Examples from Text Descriptions
DOI: 10.1145/3746027.37581512025
Conference Proceedings
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks
DOI: 10.1109/CVPR52734.2025.028592025
Conference Proceedings
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
2025
Conference Proceedings
DETECTING BACKDOOR SAMPLES IN CONTRASTIVE LANGUAGE IMAGE PRETRAINING
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
Bayesian Estimation Approaches for Local Intrinsic Dimensionality
DOI: 10.1007/978-3-031-75823-2_102024
Journal article
Imbalanced gradients: a subtle cause of overestimated adversarial robustness
DOI: 10.1007/s10994-023-06328-72024
Conference Proceedings
LDREG: LOCAL DIMENSIONALITY REGULARIZED SELF-SUPERVISED LEARNING