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Chuxu Zhang — most-cited papers & profile · Graph Learning
← authors
·
overview
Chuxu Zhang
19
papers ·
75
citations ·
30
h-index
University of Connecticut
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Knowledge Distillation on Graphs: A Survey
2023 · 8 citations
Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization
2022 · 7 citations
Graph Few-shot Learning via Knowledge Transfer
2019 · 5 citations
Heterogeneous Temporal Graph Neural Network
2021 · 5 citations
Few-Shot Learning on Graphs
2022 · 2 citations
Boosting Graph Neural Networks via Adaptive Knowledge Distillation
2022 · 2 citations
Self-Supervised Graph Structure Refinement for Graph Neural Networks
2022 · 2 citations
GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks
2025
Generative Graph Pattern Machine
2025
Graph Neural Networks for Databases: A Survey
2025
Beyond Message Passing: Neural Graph Pattern Machine
2025
SAIL: Self-Augmented Graph Contrastive Learning
2020
Task-Adaptive Few-shot Node Classification
2022
Heterogeneous Graph Masked Autoencoders
2022
Top co-authors
Yanfang Ye
· 6
Nitesh V. Chawla
· 4
Jundong Li
· 3
Mingxuan Ju
· 3
Xiangliang Zhang
· 3
Yijun Tian
· 3
Chunhui Zhang
· 2
Kaize Ding
· 2
Qianlong Wen
· 2
Shichao Pei
· 2
Tianyi Ma
· 2
Yujie Fan
· 2
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Knowledge Graphs
Temporal & Dynamic
Recommendation Graphs