Scholar
MoonJeong Park
Google Scholar ID: EY_FX_sAAAAJ
graduate student of POSTECH
Citations & Impact
Citations
35
H-index
4
i10-index
1
Publications
10
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- 2025: Paper 'The Oversmoothing Fallacy: A Misguided Narrative in GNN Research' published on arXiv, challenging the prevailing belief about oversmoothing in deep GNNs
- 2025: Paper 'Influence Functions for Edge Edits in Non-Convex Graph Neural Networks' published on arXiv, proposing influence functions for GNNs
- Mar 2025: Paper on personalizing LLMs with a graph-based collaborative filtering framework uploaded to arXiv
- Oct 2024: Paper on gradient analysis in GNNs uploaded to arXiv
- Jun 2024: Paper on label smoothing in GNNs uploaded to arXiv
Background
- Ph.D. student at the POSTECH Machine Learning Lab, Graduate School of Artificial Intelligence, POSTECH
- Advised by Prof. Dongwoo Kim
- Research interests include various aspects of machine learning, particularly Graph Neural Networks (GNNs) and dynamical systems
- Recently exploring interpretation of deep learning architectures and training methods through the lens of Ordinary Differential Equations (ODEs)
- Aims to develop innovative and efficient neural network designs by integrating advanced mathematical principles with practical applications
Co-authors