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Yizhou Sun — most-cited papers & profile · Graph Learning
← authors
·
overview
Yizhou Sun
31
papers ·
1479
citations ·
59
h-index
University of California, Los Angeles
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Heterogeneous Graph Transformer
2020 · 1315 citations
GPT-GNN: Generative Pre-Training of Graph Neural Networks
2020 · 71 citations
Pre-Training Graph Neural Networks for Generic Structural Feature Extraction
2019 · 24 citations
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity
2019 · 19 citations
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation
2018 · 16 citations
Motif-Driven Contrastive Learning of Graph Representations
2020 · 16 citations
Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction
2020 · 10 citations
Fast Inference of Removal-Based Node Influence
2024 · 3 citations
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks
2024 · 1 citations
Hierarchical Attention Models for Multi-Relational Graphs
2024 · 1 citations
Bi-Level Attention Graph Neural Networks
2023
Top co-authors
Wei Wang
· 6
Ziniu Hu
· 4
Ting Chen
· 3
Yunsheng Bai
· 3
Hao Ding
· 2
Kai-Wei Chang
· 2
Ken Gu
· 2
Yuxiao Dong
· 2
Jian Kang
· 1
Shichang Zhang
· 1
Song Bian
· 1
Weikai Li
· 1
Topics
GNN Architectures
Self-Supervised & Contrastive
Molecular & Drug
Recommendation Graphs
Theory & Expressivity
Knowledge Graphs
Temporal & Dynamic