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Tianlong Chen — most-cited papers & profile · Graph Learning
← authors
·
overview
Tianlong Chen
49
papers ·
1082
citations ·
31
h-index
University of North Carolina at Chapel Hill
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Contrastive Learning with Augmentations
2020 · 865 citations
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
2022 · 19 citations
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
2024 · 1 citations
Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features
2025
Graph Sparsification via Mixture of Graphs
2024
Top co-authors
Guibin Zhang
· 2
Kun Wang
· 2
Shirui Pan
· 2
Yanwei Yue
· 2
Yongduo Sui
· 2
Zhangyang Wang
· 2
Chanyoung Park
· 1
Chonghe Jiang
· 1
Dawei Cheng
· 1
Junfeng Fang
· 1
Kai Wang
· 1
Kaixiong Zhou
· 1
Topics
GNN Architectures
Self-Supervised & Contrastive
Theory & Expressivity
Temporal & Dynamic