most citedCTGNN: Crystal Transformer Graph Neural Network for Crystal Material Property Prediction

4 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

Preserving Continuous Symmetry in Discrete Spaces: Geometric-Aware Quantization for SO(3)-Equivariant GNNs

Haoyu Zhou, Ping Xue, Hao Zhang +1

Equivariant Graph Neural Networks (GNNs) are essential for physically consistent molecular simulations but suffer from high computational costs and memory bottlenecks, especially w…