Pohang University of Science and Technology; University of North Carolina at Greensboro; University of North Carolina at Chapel Hill
Tingting Dan, Jiaqi Ding, Ziquan Wei, Shahar Kovalsky, Minjeong Kim, Won Hwa Kim, Guorong Wu
graph neural networks (GNNs);total variation (TV);Euler–Lagrange equation;calculus of variations;over-smoothing;min-max optimization
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals