Scholar
Jeongwhan Choi
Google Scholar ID: 3MNElkYAAAAJ
Post-doctoral Researcher, KAIST
Graph Representation Learning
Graph Neural Networks
Recommender Systems
Spatiotemporal
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Citations & Impact
All-time
Citations
912
H-index
10
i10-index
11
Publications
20
Co-authors
34
list available
Contact
Email
jeongwhan.choi@kaist.ac.kr
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Publications
7 items
Can TabPFN Compete with GNNs for Node Classification via Graph Tabularization?
2025
Cited
0
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
2025
Cited
0
TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation
2025
Cited
0
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain
2025
Cited
0
Possibility for Proactive Anomaly Detection
2025
Cited
0
PIORF: Physics-Informed Ollivier-Ricci Flow for Long-Range Interactions in Mesh Graph Neural Networks
2025
Cited
0
Graph Signal Processing for Cross-Domain Recommendation
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
Published multiple papers at top venues including NeurIPS, ICML, ICLR, AAAI, IJCAI, CIKM, WSDM, SIGIR, and ICDM
Recipient of the Qualcomm Innovation Fellowship
Received Top Reviewer Awards at NeurIPS 2024, LoG 2024, and KDD 2025
Serving as Web Chair for CIKM 2025 and Website Chair for LoG 2025
Paper 'Graph Neural Controlled Differential Equations for Traffic Forecasting' ranked 13th among the most influential papers at AAAI 2022
Awarded the 'Merit Academic Paper Award' from Yonsei University for the ICML 2024 paper 'PANDA: Expanded Width-Aware Message Passing Beyond Rewiring'
Multiple recent paper acceptances including NeurIPS 2025, IJCAI 2025, ICLR 2025, AAAI 2025 Workshop, and Artificial Intelligence in Medicine (IF=6.1)
Co-authors
34 total
Noseong Park
Tenured Associate Professor, KAIST
Co-author 2
Co-author 3
Jeehyun Hwang
University of California, Los Angeles
Kookjin Lee
Arizona State University
Co-author 6
Co-author 7
Co-author 8
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