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Xin Liu — most-cited papers & profile · Graph Learning
← authors
·
overview
Xin Liu
167
papers ·
8004
citations ·
0
h-index
Beijing Union University · King Fahd University of Petroleum and Minerals · Central University of Finance and Economics · Harbin Engineering University · Xuzhou Medical College · South China Normal University
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Most-cited papers
Improving Graph Neural Networks with Simple Architecture Design
2021 · 17 citations
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective
2022 · 4 citations
Boosting Graph Structure Learning with Dummy Nodes
2022 · 4 citations
Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection
2024 · 1 citations
BRAVA-GNN: Betweenness Ranking Approximation Via Degree MAss Inspired Graph Neural Network
2026
Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features
2025
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching
2021
Rethinking Efficiency and Redundancy in Training Large-scale Graphs
2022
DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise
2024
Disttack: Graph Adversarial Attacks Toward Distributed GNN Training
2024
Top co-authors
Tsuyoshi Murata
· 4
Shirui Pan
· 2
Sukwon Yun
· 2
Yangqiu Song
· 2
Abdelrahman Abdelhamed
· 1
Adam Kraft
· 1
Aditya Chawla
· 1
Adrian Hutter
· 1
Advait Jain
· 1
Aishwarya Kamath
· 1
Alec Go
· 1
Alek Andreev
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs