Shaohua Fan

A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources

Xiao Wang, Deyu Bo, Chuan Shi et al. · IEEE Transactions on Big Data · 2022 · 362 citations

Graph Representation Learning, Machine Learning, Engineering +19

Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation

Shaohua Fan, Junxiong Zhu, Xiaotian Han et al. · 2019 · 353 citations

Engineering, Machine Learning, Graph Processing +19

One2Multi Graph Autoencoder for Multi-view Graph Clustering

Shaohua Fan, Xiao Wang, Chuan Shi et al. · 2020 · 190 citations · Full text

One2multi Graph Autoencoder, Graph Neural Network, Graph Representation Learning +13

Generalizing Graph Neural Networks on Out-of-Distribution Graphs

Shaohua Fan, Xiao Wang, Chuan Shi et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 73 citations

Engineering, Machine Learning, Network Analysis +16

Debiased Graph Neural Networks With Agnostic Label Selection Bias

Shaohua Fan, Xiao Wang, Chuan Shi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 45 citations

Artificial Intelligence, Engineering, Machine Learning +18