Xunkai Li
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
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Research topics
Keywords
graph neural network
(3)
machine unlearning
(2)
federated graph learning
(2)
knowledge distillation
(2)
mutual information
(1)
communication efficiency
(1)
directed graph
(1)
data heterogeneity
(1)
privacy risk
(1)
client unlearning
(1)
subgraph federated learning
(1)
data condensation
(1)
knowledge deletion
(1)
adversarial graph
(1)
data-centric
(1)
entropy-driven
(1)
model compression
(1)
hierarchical encoding theory
(1)
federated learning
(1)
privacy preservation
(1)
Papers
PAGE: A Unified Approach for Federated Graph Unlearning
AAAI 2026
Rethinking Federated Graph Learning: A Data Condensation Perspective
IJCAI 2025
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach
ICML 2025
FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning
IJCAI 2024
Towards Effective and General Graph Unlearning via Mutual Evolution
AAAI 2024