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Yizhen Zheng — most-cited papers & profile · Graph Learning
← authors
·
overview
Yizhen Zheng
13
papers ·
233
citations ·
16
h-index
Harbin Institute of Technology · Australian Regenerative Medicine Institute · Monash University
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Most-cited papers
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
2022 · 51 citations
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning
2021 · 16 citations
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs
2023 · 11 citations
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating
2022 · 8 citations
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning
2022 · 4 citations
Unifying Graph Contrastive Learning with Flexible Contextual Scopes
2022 · 3 citations
Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming
2021 · 1 citations
Top co-authors
Shirui Pan
· 7
Vincent CS Lee
· 3
Yu Zheng
· 3
Ming Jin
· 2
Yuan-Fang Li
· 2
Chen Gong
· 1
Chen Gong
· 1
Chuan Zhou
· 1
Daokun Zhang
· 1
Di Jin
· 1
Fei Jiang
· 1
Hao Peng
· 1
Topics
Self-Supervised & Contrastive
GNN Architectures
Knowledge Graphs
Theory & Expressivity