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Sheng Zhou — most-cited papers & profile · Graph Learning
← authors
·
overview
Sheng Zhou
40
papers ·
295
citations ·
57
h-index
Zhejiang Lab · Zhejiang University · Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
2023 · 11 citations
Uncertainty-Aware Graph Structure Learning
2025 · 4 citations
Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection
2024 · 2 citations
Homophily-enhanced Structure Learning for Graph Clustering
2023 · 1 citations
Rethinking Propagation for Unsupervised Graph Domain Adaptation
2024 · 1 citations
Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness-Generalization Perspective
2024 · 1 citations
Informative Graph Structure Learning
2026
Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection
2023
Revisiting the Message Passing in Heterophilous Graph Neural Networks
2024
Heterophilous Distribution Propagation for Graph Neural Networks
2024
Top co-authors
Jiajun Bu
· 7
Jiawei Chen
· 6
Can Wang
· 3
Qiaoyu Tan
· 3
Yuanchen Bei
· 3
Chun Chen
· 2
Shen Han
· 2
Yan Feng
· 2
Yao Ma
· 2
Ao Li
· 1
Bingde Hu
· 1
Canghong Jin
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive