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Lei Chen — most-cited papers & profile · Graph Learning
← authors
·
overview
Lei Chen
78
papers ·
321
citations ·
0
h-index
BC Platforms (Finland) · Meta (United States)
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Semantic Scholar ↗
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Most-cited papers
AutoGEL: An Automated Graph Neural Network with Explicit Link Information
2021 · 20 citations
When to Pre-Train Graph Neural Networks? From Data Generation Perspective!
2023 · 2 citations
SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training
2024 · 2 citations
Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks
2023 · 1 citations
OpenGLT: A Comprehensive Benchmark of Graph Neural Networks for Graph-Level Tasks
2025
Joint Feature and Differentiable $ k $-NN Graph Learning using Dirichlet Energy
2023
Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns
2023
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network
2024
Top co-authors
Shimin Di
· 2
Yang Yang
· 2
Yongqi Zhang
· 2
Anxin Tian
· 1
Carl Yang
· 1
Feiping Nie
· 1
Guangyi Liu
· 1
Hao Kong
· 1
Haoyang Li
· 1
Hui-Ling Zhen
· 1
Jason Chen Zhang
· 1
Jiaan Wang
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive
Molecular & Drug
Temporal & Dynamic
Knowledge Graphs
Recommendation Graphs