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Shirui Pan — most-cited papers & profile · Graph Learning
← authors
·
overview
Shirui Pan
65
papers ·
4486
citations ·
70
h-index
Griffith University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
2020 · 1777 citations
Adversarially Regularized Graph Autoencoder for Graph Embedding
2018 · 70 citations
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
2022 · 51 citations
Attributed Graph Clustering: A Deep Attentional Embedding Approach
2019 · 48 citations
Simple and Efficient Heterogeneous Graph Neural Network
2022 · 17 citations
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning
2021 · 16 citations
Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks
2023 · 12 citations
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs
2023 · 11 citations
Neighbor Contrastive Learning on Learnable Graph Augmentation
2023 · 9 citations
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting
2021 · 8 citations
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating
2022 · 8 citations
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective
2022 · 4 citations
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning
2022 · 4 citations
Unifying Graph Contrastive Learning with Flexible Contextual Scopes
2022 · 3 citations
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting
2023 · 3 citations
Top co-authors
Yizhen Zheng
· 7
Yu Zheng
· 4
Chengqi Zhang
· 3
Chuan Zhou
· 3
Dongrui Fan
· 3
Guodong Long
· 3
Jing Jiang
· 3
Mingyu Yan
· 3
Vincent CS Lee
· 3
Xiaochun Ye
· 3
Yixin Liu
· 3
Guibin Zhang
· 2
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Temporal & Dynamic
Knowledge Graphs