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Rex Ying — most-cited papers & profile · Graph Learning
← authors
·
overview
Rex Ying
21
papers ·
6889
citations ·
25
h-index
Yale University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Inductive Representation Learning on Large Graphs
2017 · 4544 citations
Hierarchical Graph Representation Learning with Differentiable Pooling
2018 · 844 citations
GNNExplainer: Generating Explanations for Graph Neural Networks
2019 · 699 citations
Identity-aware Graph Neural Networks
2021 · 135 citations
Position-aware Graph Neural Networks
2019 · 89 citations
Redundancy-Free Computation Graphs for Graph Neural Networks
2019 · 9 citations
Dirichlet Energy Enhancement of Graph Neural Networks by Framelet Augmentation
2023 · 6 citations
The Heterophilic Graph Learning Handbook: Benchmarks, Models, Theoretical Analysis, Applications and Challenges
2024 · 3 citations
How Powerful is Implicit Denoising in Graph Neural Networks
2022 · 2 citations
Towards A Universal Graph Structural Encoder
2025
Top co-authors
Jure Leskovec
· 6
Jiaxuan You
· 5
Jialin Chen
· 2
Alex Aiken
· 1
Chenqing Hua
· 1
Christopher Morris
· 1
Cristian Bodnar
· 1
Dinghao Wu
· 1
Doina Precup
· 1
Dylan Bourgeois
· 1
Guy Wolf
· 1
Hanze Dong
· 1
Topics
GNN Architectures
Theory & Expressivity
Recommendation Graphs
Self-Supervised & Contrastive
Knowledge Graphs
Temporal & Dynamic