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Xiang Li — most-cited papers & profile · Graph Learning
← authors
·
overview
Xiang Li
244
papers ·
2288
citations ·
74
h-index
Electric Power Research Institute · Kunming University · Sichuan Agricultural University · China Agricultural University · University of South Florida St. Petersburg · Xi'an Jiaotong University
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Most-cited papers
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
2022 · 38 citations
RAW-GNN: RAndom Walk Aggregation based Graph Neural Network
2022 · 8 citations
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning
2022 · 4 citations
Rethinking Structure Learning For Graph Neural Networks
2024 · 1 citations
FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training
2025
ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion
2025
Prioritized Propagation in Graph Neural Networks
2023
HetCAN: A Heterogeneous Graph Cascade Attention Network with Dual-Level Awareness
2023
Is Graph Convolution Always Beneficial For Every Feature?
2024
Top co-authors
Caihua Shan
· 2
Di Jin
· 2
Lihui Chen
· 2
Sitao Luan
· 2
Wei Lin
· 2
Xiaojiang Peng
· 2
Yao Cheng
· 2
Yilun Zheng
· 2
Bhiksha Raj
· 1
Bohan Zhang
· 1
Dongsheng Li
· 1
Dongxiao He
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs