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Guojie Song — most-cited papers & profile · Graph Learning
← authors
·
overview
Guojie Song
9
papers ·
706
citations ·
30
h-index
Peking University · Beijing Academy of Artificial Intelligence
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
GraLSP: Graph Neural Networks with Local Structural Patterns
2019 · 3 citations
Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity
2025 · 1 citations
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels
2021 · 1 citations
Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily
2022
LEReg: Empower Graph Neural Networks with Local Energy Regularization
2022
Top co-authors
Qin Chen
· 2
Xiaojun Ma
· 2
Chuan Shi
· 1
Liang Wang
· 1
Qingqing Long
· 1
Yi Wu
· 1
Yuanyi Ren
· 1
Topics
GNN Architectures
Theory & Expressivity