Jiate Li
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
graph neural network
(3)
reinforcement learning
(1)
link prediction
(1)
adversarial robustness
(1)
graph classification
(1)
interpretability
(1)
graph embedding
(1)
adversarial attack
(1)
black-box attack
(1)
dynamic graph
(1)
poisoning attack
(1)
node classification
(1)
evasion attack
(1)
certified defense
(1)
graph perturbation
(1)
provable robustness
(1)
perturbation
(1)
explanations
(1)
deep reinforcement learning
(1)
fragile
(1)
Papers
Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations
CVPR 2025
Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method
AAAI 2025
Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks
ICLR 2025
Graph Neural Network Explanations are Fragile
ICML 2024