no code implementations • 11 Mar 2024 • Moonjeong Park, Jaeseung Heo, Dongwoo Kim
Graph Neural Network (GNN) resembles the diffusion process, leading to the over-smoothing of learned representations when stacking many layers.
1 code implementation • 12 Feb 2023 • Moonjeong Park, Youngbin Choi, Namhoon Lee, Dongwoo Kim
Learning dynamical systems is a promising avenue for scientific discoveries.
1 code implementation • 4 Apr 2019 • Moonjeong Park, Jun-Gi Jang, Sael Lee
Given a large tensor, how can we decompose it to sparse core tensor and factor matrices such that it is easier to interpret the results?
Numerical Analysis