Hanxun Huang
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Techniques
(1)
Keywords
adversarial robustness
(2)
deep neural network
(2)
image classification
(1)
contrastive learning
(1)
adversarial learning
(1)
neural network security
(1)
self-supervised learning
(1)
adversarial training
(1)
deep learning
(1)
outlier detection
(1)
fisher-rao metric
(1)
backdoor attack
(1)
adversarial attack
(1)
adversarial perturbation
(1)
poisoning attack
(1)
noisy label
(1)
dimensional collapse
(1)
density ratio
(1)
cross entropy
(1)
backdoor detection
(1)
Papers
Detecting Backdoor Samples in Contrastive Language Image Pretraining
ICLR 2025
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks
CVPR 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
ICML 2025
LDReg: Local Dimensionality Regularized Self-Supervised Learning
ICLR 2024
Distilling Cognitive Backdoor Patterns within an Image
ICLR 2023
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks
NeurIPS 2021
Unlearnable Examples: Making Personal Data Unexploitable
ICLR 2021
Normalized Loss Functions for Deep Learning with Noisy Labels
ICML 2020