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Rui Xue — most-cited papers & profile · Graph Learning
← authors
·
overview
Rui Xue
12
papers ·
31
citations ·
21
h-index
Tianjin University · Tianjin Geothermal Exploration, Development and Design Institute (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation
2023 · 2 citations
VISAGNN: Versatile Staleness-Aware Efficient Training on Large-Scale Graphs
2025
H$^3$GNNs: Harmonizing Heterophily and Homophily in GNNs via Joint Structural Node Encoding and Self-Supervised Learning
2025
Efficient End-to-end Language Model Fine-tuning on Graphs
2023
Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks
2024
Top co-authors
Xiaorui Liu
· 3
Haoyu Han
· 1
Jian Pei
· 1
Neil Shah
· 1
Ruozhou Yu
· 1
Tong Zhao
· 1
Topics
GNN Architectures
Self-Supervised & Contrastive
Temporal & Dynamic
Knowledge Graphs
Theory & Expressivity