99 citations · 182 across the 8 of their papers we have counts for
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cs.LG2023★ 11 cited
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework
Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang +3
Traditional federated classification methods, even those designed for non-IID clients, assume that each client annotates its local data with respect to the same universal class set…
cs.LG2017★ 29 cited
Motif-based Convolutional Neural Network on Graphs
Aravind Sankar, Xinyang Zhang, Kevin Chen-Chuan Chang
This paper introduces a generalization of Convolutional Neural Networks (CNNs) to graphs with irregular linkage structures, especially heterogeneous graphs with typed nodes and sch…