Xiao-Shan Gao
15 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Cross-Pollinator (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(28)
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Keyword Champion
(3)
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Triple Crown
π€
Dynamic Duo
(10)
π
Grand Slam
ποΈ
Keyword Collector
(53)
β‘
Prolific Year
(10)
π
Century Club
(15)
Conferences
NIPS (5)
ICML (4)
AAAI (3)
ICLR (3)
Top co-authors
Research topics
Keywords
adversarial example
(3)
unlearnable example
(3)
data augmentation
(3)
neural network
(3)
adversarial learning
(2)
adversarial training
(2)
adversarial attack
(2)
point cloud
(2)
responsible ai
(1)
3d vision
(1)
game theory
(1)
privacy preservation
(1)
model architecture
(1)
generative model
(1)
data poisoning
(1)
data privacy
(1)
sample complexity
(1)
out-of-distribution generalization
(1)
corruption robustness
(1)
supervised learning
(1)
Papers
PowerMLP: An Efficient Version of KAN
AAAI 2025
Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization
ICLR 2025
Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power
ICLR 2025
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
NIPS 2024
Generalizablity of Memorization Neural Network
NIPS 2024
Detection and Defense of Unlearnable Examples
AAAI 2024
Game-Theoretic Unlearnable Example Generator
AAAI 2024
OPTIMAL ROBUST MEMORIZATION WITH RELU NEURAL NETWORKS
ICLR 2024
Toward Availability Attacks in 3D Point Clouds
ICML 2024
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
NIPS 2024
Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective
NIPS 2024
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
ICML 2024
Generalization Bound and New Algorithm for Clean-Label Backdoor Attack
ICML 2024
Adversarial Parameter Attack on Deep Neural Networks
ICML 2023
Isometric 3D Adversarial Examples in the Physical World
NIPS 2022