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cs.LG2023★ 1 cited
PC-Conv: Unifying Homophily and Heterophily with Two-fold Filtering
Bingheng Li, Erlin Pan, Zhao Kang
Recently, many carefully crafted graph representation learning methods have achieved impressive performance on either strong heterophilic or homophilic graphs, but not both. Theref…
cs.LG2023
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering
Xiaowei Qian, Bingheng Li, Zhao Kang
Multi-relational clustering is a challenging task due to the fact that diverse semantic information conveyed in multi-layer graphs is difficult to extract and fuse. Recent methods…