Xiao-Shan Gao
15 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (33) π Triple Crown
π€
Dynamic Duo
(10)
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Keyword Champion
(2)
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Grand Slam
β‘
Prolific Year Β· Prolific
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Century Club Β· Bronze
ποΈ
Keyword Collector
(78)
Venues
Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(10)
Optimization & Theory
(8)
Learning Types Β· Machine Learning
(7)
Learning Types Β· Deep Learning
(6)
Artificial Intelligence
(4)
Computer Vision
(4)
Application Areas
(4)
Core AI Β· Artificial Intelligence
(4)
Analysis
(3)
Architectures
(3)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Core AI Β· Computer Vision
(1)
Core Methods
(1)
Keywords
neural network
(4)
point cloud
(3)
adversarial example
(3)
data augmentation
(3)
adversarial training
(3)
adversarial attack
(3)
unlearnable example
(3)
adversarial learning
(2)
generalization bound
(2)
bilevel optimization
(2)
availability attack
(2)
model architecture
(1)
data poisoning
(1)
3d vision
(1)
sample complexity
(1)
model security
(1)
contrastive learning
(1)
corruption robustness
(1)
supervised learning
(1)
query efficiency
(1)
Papers
Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power
ICLR 2025
PowerMLP: An Efficient Version of KAN
AAAI 2025
Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization
ICLR 2025
Detection and Defense of Unlearnable Examples
AAAI 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
NeurIPS 2024
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
ICML 2024
Game-Theoretic Unlearnable Example Generator
AAAI 2024
Generalizablity of Memorization Neural Network
NeurIPS 2024
Generalization Bound and New Algorithm for Clean-Label Backdoor Attack
ICML 2024
Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective
NeurIPS 2024
OPTIMAL ROBUST MEMORIZATION WITH RELU NEURAL NETWORKS
ICLR 2024
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
NeurIPS 2024
Toward Availability Attacks in 3D Point Clouds
ICML 2024
Adversarial Parameter Attack on Deep Neural Networks
ICML 2023
Isometric 3D Adversarial Examples in the Physical World
NeurIPS 2022