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Guoren Wang — most-cited papers & profile · Graph Learning
← authors
·
overview
Guoren Wang
39
papers ·
2
citations ·
0
h-index
Beijing Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Robust Knowledge Adaptation for Dynamic Graph Neural Networks
2022 · 1 citations
BoostFGL: Boosting Fairness in Federated Graph Learning
2026
Scalable Topology-Preserving Graph Coarsening with Graph Collapse
2026
State Space Models over Directed Graphs
2025
Towards Unbiased Federated Graph Learning: Label and Topology Perspectives
2025
Knowledge-Driven Federated Graph Learning on Model Heterogeneity
2025
DiRW: Path-Aware Digraph Learning for Heterophily
2024
Shared Growth of Graph Neural Networks via Prompted Free-direction Knowledge Distillation
2023
Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification
2023
AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
2024
Rethinking Node-wise Propagation for Large-scale Graph Learning
2024
Towards Data-centric Machine Learning on Directed Graphs: a Survey
2024
Top co-authors
Rong-Hua Li
· 10
Xunkai Li
· 10
Changsheng Li
· 2
Chenghu Zhou
· 2
Kaituo Feng
· 2
Wentao Zhang
· 2
Ye Yuan
· 2
Hongyuan Zha
· 1
Jia Li
· 1
Jingyuan Ma
· 1
Zekai Chen
· 1
Zhenjun Li
· 1
Topics
GNN Architectures
Knowledge Graphs
Theory & Expressivity
Self-Supervised & Contrastive
Temporal & Dynamic
Recommendation Graphs
cs.SI
stat.ML