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Tat-Seng Chua — most-cited papers & profile · Graph Learning
← authors
·
overview
Tat-Seng Chua
134
papers ·
16339
citations ·
0
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure
2019 · 219 citations
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning
2023 · 6 citations
Addressing Graph Heterogeneity and Heterophily from A Spectral Perspective
2024 · 2 citations
Enhancing Spectral Graph Neural Networks with LLM-Predicted Homophily
2025
Attributed Social Network Embedding
2017
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method
2020
Training Free Graph Neural Networks for Graph Matching
2022
Reinforced Causal Explainer for Graph Neural Networks
2022
Top co-authors
Fuli Feng
· 4
Xiangnan He
· 4
Jie Tang
· 2
Xiang Wang
· 2
Yanhua Yu
· 2
Zhiyong Huang
· 2
An Zhang
· 1
Hanwang Zhang
· 1
Junxian He
· 1
Kenji Kawaguchi
· 1
Keyu Duan
· 1
Lizi Liao
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
cs.SI
physics.soc-ph
Knowledge Graphs
Temporal & Dynamic