Zhu, Yinlin
- OpenFGL: A Comprehensive Benchmark for Federated Graph Learning
2024/08/29 by Li, Xunkai, Zhu, Yinlin, Pang, Boyang +7 · 5 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- FedGTA: Topology-aware Averaging for Federated Graph Learning
2024/01/22 by Xunkai Li, Li, Xunkai, Zhengyu Wu +9 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning
2024/04/22 by Yinlin Zhu, Zhu, Yinlin, Xunkai Li +9 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Social and Information Networks (cs.SI)
- Rethinking Federated Graph Learning: A Data Condensation Perspective
2025/05/05 by Zhang, Hao, Li, Xunkai, Zhu, Yinlin +1 · 2 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)