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Xiaorui Liu — most-cited papers & profile · Graph Learning
← authors
·
overview
Xiaorui Liu
15
papers ·
155
citations ·
7
h-index
Hebei University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Is Homophily a Necessity for Graph Neural Networks?
2021 · 59 citations
Graph Structure Learning for Robust Graph Neural Networks
2020 · 49 citations
Elastic Graph Neural Networks
2021 · 5 citations
Robust Graph Neural Networks via Unbiased Aggregation
2023 · 3 citations
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation
2023 · 2 citations
Towards Label Position Bias in Graph Neural Networks
2023 · 1 citations
Can Directed Graph Neural Networks be Adversarially Robust?
2023 · 1 citations
Graph Feature Gating Networks
2021
Alternately Optimized Graph Neural Networks
2022
Automated Polynomial Filter Learning for Graph Neural Networks
2023
Efficient End-to-end Language Model Fine-tuning on Graphs
2023
Top co-authors
Jiliang Tang
· 6
Yao Ma
· 4
Haoyu Han
· 3
Wei Jin
· 3
Charu C. Aggarwal
· 2
MohamadAli Torkamani
· 2
Rui Xue
· 2
Tyler Derr
· 2
Zhichao Hou
· 2
Charu Aggarwal
· 1
Feng Shi
· 1
Feng Shi
· 1
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs
Self-Supervised & Contrastive