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Ziyu Guan — most-cited papers & profile · Graph Learning
← authors
·
overview
Ziyu Guan
17
papers ·
197
citations ·
33
h-index
Xidian University · PLA Information Engineering University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering
2022 · 24 citations
Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs
2025 · 1 citations
Discrepancy-Aware Graph Mask Auto-Encoder
2025
Interpretable and Efficient Heterogeneous Graph Convolutional Network
2020
Pseudo Contrastive Learning for Graph-based Semi-supervised Learning
2023
NodeMixup: Tackling Under-Reaching for Graph Neural Networks
2023
Top co-authors
Wei Zhao
· 6
Yaming Yang
· 6
Ziyu Zheng
· 2
Baosheng Yu
· 1
Dacheng Tao
· 1
Jiangtao Cui
· 1
Jianxin Li
· 1
Quan Wang
· 1
Zhe Wang
· 1
Topics
GNN Architectures
Self-Supervised & Contrastive
Knowledge Graphs
Theory & Expressivity