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Junzhou Huang — most-cited papers & profile · Graph Learning
← authors
·
overview
Junzhou Huang
30
papers ·
1242
citations ·
77
h-index
The University of Texas at Arlington · Advanced Micro Devices (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Adaptive Graph Convolutional Neural Networks
2018 · 776 citations
Multi-View Graph Neural Networks for Molecular Property Prediction
2020 · 35 citations
Local Augmentation for Graph Neural Networks
2021 · 19 citations
Dirichlet Graph Variational Autoencoder
2020 · 11 citations
Learning Graph While Training: An Evolving Graph Convolutional Neural Network
2017 · 9 citations
Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs
2022 · 9 citations
Cascade-BGNN: Toward Efficient Self-supervised Representation Learning on Large-scale Bipartite Graphs
2019 · 8 citations
Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed
2021 · 6 citations
Graph Few-shot Learning via Knowledge Transfer
2019 · 5 citations
Spectral Graph Attention Network with Fast Eigen-approximation
2020 · 4 citations
On Self-Distilling Graph Neural Network
2020 · 3 citations
Noise-robust Graph Learning by Estimating and Leveraging Pairwise Interactions
2021 · 3 citations
Hierarchical Graph Capsule Network
2020 · 2 citations
Similarity-aware Positive Instance Sampling for Graph Contrastive Pre-training
2022
Top co-authors
Yu Rong
· 11
Tingyang Xu
· 7
Wenbing Huang
· 5
Yatao Bian
· 3
Hehuan Ma
· 2
Hong Cheng
· 2
Peilin Zhao
· 2
Ruoyu Li
· 2
Xi Xiao
· 2
Bo Han
· 1
Chaoyang He
· 1
Chunyuan Li
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Molecular & Drug
Knowledge Graphs
Temporal & Dynamic
Recommendation Graphs
Scene & Visual Graphs