Scholar
Guanyu Cui
Google Scholar ID: 59hALLoAAAAJ
PhD Student, Renmin University of China
Graph Neural Networks
Graph Algorithms
Theory of Machine Learning Models
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
18
H-index
2
i10-index
1
Publications
3
Co-authors
4
list available
Contact
GitHub
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Publications
2 items
Mixing Time Matters: Accelerating Effective Resistance Estimation via Bidirectional Method
2025
Cited
0
Rethinking GNN Expressive Power Research in the Machine Learning Community: Limitations, Issues, and Corrections
2024
Cited
0
Resume (English only)
Academic Achievements
Paper 'Mixing Time Matters: Accelerating Effective Resistance Estimation via Bidirectional Method' accepted by KDD 2025
Paper 'MGNN: Graph Neural Networks Inspired by Distance Geometry Problem' accepted by KDD 2023
Preprint: 'Rethinking GNN Expressive Power from a Distributed Computational Model Perspective'
Outstanding Graduate of Gaoling School of Artificial Intelligence (Master's), Jun. 2025
Second-Class Graduate Scholarship for Outstanding Academic Performance, Dec. 2023
Outstanding Graduate of Renmin University of China (Undergraduate), Jun. 2022
Sa-Shixuan Elite Fund Scholarship (First Prize), Apr. 2022
National Undergraduate Scholarship (three consecutive years: 2019, 2020, 2021)
Co-authors
4 total
Zhewei Wei
Renmin University of China
Hsin-Hao Su
Boston College
Yuhe Guo
Renmin University of China
Hanzhi Wang
University of Copenhagen
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