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Xin Liu — most-cited papers & profile · Graph Learning
← authors
·
overview
Xin Liu
6
papers ·
25
citations ·
56
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
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
Top co-authors
Dongrui Fan
· 2
Mingyu Yan
· 2
Shirui Pan
· 2
Xiaochun Ye
· 2
Yangqiu Song
· 2
Guoqi Li
· 1
Jiayang Cheng
· 1
Lei Deng
· 1
Runzhen Xue
· 1
Sukwon Yun
· 1
Sunil Kumar Maurya
· 1
Tai Hasegawa
· 1
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs
Self-Supervised & Contrastive