Papers

Rethinking the role of frames for SE(3)-invariant crystal structure modeling

This paper proposes dynamic atom-wise frames aligned with attention-based interatomic interactions on the structure, rather than with the structure itself. Published in ICLR2025.

Rational partitioning of spectral feature space for effective clustering of massive spectral image data

This paper proposes new clustering method for massive spectral image data. Published in the Scientific Reports, 2024.