Caihua Shan

How Powerful is Graph Convolution for Recommendation?

Yifei Shen, Yongji Wu, Yao Zhang et al. · 2021 · 84 citations

Graph Neural Network, Network Science, Graph Theory +15

Finding Global Homophily in Graph Neural Networks When Meeting Heterophily

Xiang Li, Renyu Zhu, Yao Cheng et al. · arXiv (Cornell University) · 2022 · 37 citations · Full text

Engineering, Machine Learning, Network Analysis +16

CLARE

Xixi Wu, Yun Xiong, Yao Zhang et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 34 citations · Full text

Cluster Computing, Engineering, Community Mining +16

CoPE

Yao Zhang, Yun Xiong, Dongsheng Li et al. · 2021 · 31 citations

Graph Neural Network, Graph Representation Learning, Machine Learning +12

SeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking

Xiang Li, Tiandi Ye, Caihua Shan et al. · 2023 · 28 citations

Node Representations, Geometric Learning, Graph Neural Network +12