142 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Fuzhou UniversityCN9 papers
- Washington University in St. LouisUS4 papers
- Commonwealth Scientific and Industrial Research OrganisationAU3 papers
- Nankai UniversityCN3 papers
- Xiamen UniversityCN3 papers
- Australian National UniversityAU2 papers
- Dartmouth CollegeUS2 papers
- Fudan UniversityCN2 papers
- Fujian Business UniversityCN2 papers
- Harbin Institute of TechnologyCN2 papers
- Monash UniversityAU2 papers
- Shanghai Center for Brain Science and Brain-Inspired TechnologyCN2 papers
3 papers · 1 filter
Approximation Algorithm for Constrained -Center Clustering: A Local Search Approach
Chaoqi Jia, Longkun Guo, Kewen Liao +3
Clustering is a long-standing research problem and a fundamental tool in AI and data analysis. The traditional k-center problem, a fundamental theoretical challenge in clustering,…
Hierarchical graph sampling based minibatch learning with chain preservation and variance reduction
Qia Hu, Bo Jiao
Graph sampling-based Graph Convolutional Networks (GCNs) decouple sampling from forward and backward propagation during minibatch training, enhancing scalability with respect to la…
FedAGHN: Personalized Federated Learning with Attentive Graph HyperNetworks
Jiarui Song, Yunheng Shen, Chengbin Hou +4
Personalized Federated Learning (PFL) aims to address the statistical heterogeneity of data across clients by learning the personalized model for each client. Among various PFL app…