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Licheng Sun

2 accepted papers

2025

PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction

IJCAI 2025

Crystal structures can be simplified as a periodic point set that repeats across three-dimensional space along an underlying lattice. Traditionally, crystal representation methods rely on descriptors such as lattice parameters, symmetry, and space groups to characterize the structure. However, in re

Cited by 0SourcePDFScholar
2025

Relaxed Rotational Equivariance via G-Biases in Vision

AAAI 2025technical

Group Equivariant Convolution (GConv) can capture rotational equivariance from original data. It assumes uniform and strict rotational equivariance across all features as the transformations under the specific group. However, the presentation or distribution of real-world data rarely conforms to str…