Wu, Zhengyu

1. Towards Effective and General Graph Unlearning via Mutual Evolution
   2024/01/22 by Xunkai Li, Yulin Zhao, Li, Xunkai +9 · 7 citations
   Computer Science · #Advanced Graph Neural Networks
2. 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)
3. FedGTA: Topology-aware Averaging for Federated Graph Learning
   2024/01/22 by Xunkai Li, Zhengyu Wu, Li, Xunkai +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)
4. Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification
   2023/12/07 by Henan Sun, Sun, Henan, Xunkai Li +9 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Social and Information Networks (cs.SI)
5. AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
   2024/01/22 by Li, Xunkai, Wu, Zhengyu, Zhang, Wentao +3 · 3 citations
   #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
6. Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks
   2024/12/17 by Li, Xunkai, Wu, Zhengyu, Wu, Jiayi +4 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Rethinking Node-wise Propagation for Large-scale Graph Learning
   2024/02/09 by Xunkai Li, Li, Xunkai, Jingyuan Ma +11 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
8. FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning
   2024/04/22 by Yinlin Zhu, Xunkai Li, Zhu, Yinlin +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)