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Bryan Hooi — most-cited papers & profile · Graph Learning
← authors
·
overview
Bryan Hooi
47
papers ·
302
citations ·
37
h-index
National University of Singapore
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DECOR: Degree-Corrected Social Graph Refinement for Fake News Detection
2023 · 38 citations
GraphCrop: Subgraph Cropping for Graph Classification
2020 · 21 citations
Do We Really Need Graph Neural Networks for Traffic Forecasting?
2023 · 9 citations
EIGNN: Efficient Infinite-Depth Graph Neural Networks
2022 · 8 citations
Partitioning Message Passing for Graph Fraud Detection
2024 · 7 citations
MGNNI: Multiscale Graph Neural Networks with Implicit Layers
2022 · 6 citations
UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs
2025 · 3 citations
Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation
2024 · 1 citations
Time-Aware Neighbor Sampling for Temporal Graph Networks
2021
Efficient Heterogeneous Graph Learning via Random Projection
2023
Top co-authors
Bingsheng He
· 3
Yiwei Wang
· 3
Yuxuan Liang
· 3
Juncheng Liu
· 2
Jun Hu
· 2
Kenji Kawaguchi
· 2
Xiaokui Xiao
· 2
Yujun Cai
· 2
Changhu Wang
· 1
Chao Huang
· 1
Guang Tan
· 1
Hengchang Hu
· 1
Topics
GNN Architectures
Theory & Expressivity
Recommendation Graphs
Knowledge Graphs
Temporal & Dynamic
Self-Supervised & Contrastive