no code implementations • 6 Mar 2024 • Zhao Kang, Xuanting Xie, Bingheng Li, Erlin Pan
In particular, we deploy CDC to graph data of size 111M.
no code implementations • 6 Mar 2024 • Xuanting Xie, Erlin Pan, Zhao Kang, Wenyu Chen, Bingheng Li
Motivated by this finding, we construct two graphs that are highly homophilic and heterophilic, respectively.
1 code implementation • 22 Dec 2023 • Bingheng Li, Erlin Pan, Zhao Kang
This is attributed to their neglect of homophily in heterophilic graphs, and vice versa.
1 code implementation • 22 Sep 2022 • Erlin Pan, Zhao Kang
Firstly, graph filtering is applied to encode structure information, which unifies the processing of attributed graph data and non-graph data in a single framework.
1 code implementation • NeurIPS 2021 • Erlin Pan, Zhao Kang
With the explosive growth of information technology, multi-view graph data have become increasingly prevalent and valuable.