Yun Dong
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🏆
Keyword Champion
(2)
Top co-authors
Research topics
Keywords
graph neural network
(4)
attribute inference
(2)
adversarial attack
(2)
representation learning
(2)
poisoning attack
(2)
adversarial robustness
(2)
mutual information
(1)
randomized smoothing
(1)
node classification
(1)
evasion attack
(1)
privacy guarantee
(1)
certified defense
(1)
graph perturbation
(1)
attribute inference attack
(1)
provable robustness
(1)
privacy-preserving representation learning
(1)
task-agnostic approach
(1)
privacy-preserving representation
(1)
attribute privacy
(1)
perturbation
(1)
Papers
Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations
CVPR 2025
Learning Robust and Privacy-Preserving Representations via Information Theory
AAAI 2025
Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks
ICLR 2025
Graph Neural Network Explanations are Fragile
ICML 2024
Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks
AAAI 2024
Turning Strengths Into Weaknesses: A Certified Robustness Inspired Attack Framework Against Graph Neural Networks
CVPR 2023