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Rui Zhang — most-cited papers & profile · Graph Learning
← authors
·
overview
Rui Zhang
117
papers ·
878
citations ·
11
h-index
University of Edinburgh
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Unsupervised Graph Embedding via Adaptive Graph Learning
2020 · 2 citations
ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge Splitting
2022 · 2 citations
AnchorGAE: General Data Clustering via $O(n)$ Bipartite Graph Convolution
2021 · 1 citations
Deep Manifold Learning with Graph Mining
2022 · 1 citations
Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection
2024 · 1 citations
Enhancing Knowledge Graph Completion with GNN Distillation and Probabilistic Interaction Modeling
2025
GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models
2025
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptive Residual Module
2023
Graph Neural Networks with Diverse Spectral Filtering
2023
Top co-authors
Xuelong Li
· 3
Hongyuan Zhang
· 2
Kaizhu Huang
· 2
Carl Yang
· 1
Dawei Cheng
· 1
Di Jin
· 1
Donglin Zhang
· 1
Haotian Li
· 1
Jiadong Lou
· 1
Jie Yang
· 1
Jingbo Zhou
· 1
Jun Xia
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs
Temporal & Dynamic