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Jundong Li — most-cited papers & profile · Graph Learning
← authors
·
overview
Jundong Li
43
papers ·
850
citations ·
59
h-index
Sun Yat-sen University · Sun Yat-sen University Cancer Center · University of Virginia
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Enhancing Social Recommendation with Adversarial Graph Convolutional Networks
2020 · 17 citations
Feature Interaction-aware Graph Neural Networks
2019 · 4 citations
Few-Shot Learning on Graphs
2022 · 2 citations
Interpreting Unfairness in Graph Neural Networks via Training Node Attribution
2022 · 2 citations
Certified Defense on the Fairness of Graph Neural Networks
2023 · 1 citations
Collaborative Graph Neural Networks for Attributed Network Embedding
2023 · 1 citations
Adversarial Attacks on Fairness of Graph Neural Networks
2023 · 1 citations
ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt
2023 · 1 citations
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective
2024 · 1 citations
Edge Prompt Tuning for Graph Neural Networks
2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
2024
Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective
2022
Geometric Graph Representation Learning via Maximizing Rate Reduction
2022
Task-Adaptive Few-shot Node Classification
2022
On Structural Explanation of Bias in Graph Neural Networks
2022
Top co-authors
Yushun Dong
· 7
Binchi Zhang
· 6
Yinhan He
· 5
Kaize Ding
· 3
Na Zou
· 3
Ninghao Liu
· 3
Xingbo Fu
· 3
Chen Chen
· 2
Chuxu Zhang
· 2
Huan Liu
· 2
Jing Ma
· 2
Minnan Luo
· 2
Topics
GNN Architectures
Theory & Expressivity
Knowledge Graphs
Self-Supervised & Contrastive
Recommendation Graphs