AI for Science

5 projects

All projects · newest first

SciPostGenCVPR 2026 Findings
Bridging the Gap between Scientific Papers and Poster Layouts
SciPostGen is a large-scale dataset of paper–poster pairs. It enables applications such as retrieving layouts aligned with a given paper and using them to guide poster layout generation.
crystalframerICLR 2025
Rethinking the role of frames for SE(3)-invariant crystal structure modeling
To make a GNN invariant to rotations, let's standardize the orientations of local atomic environments represented by internal self-attention weights, instead of directly standardizing the global structure.
SBS FiguresAAAI 2025 WS
Pre-training Figure QA from Stage-by-Stage Synthesized Images
SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized Images
CrystalformerICLR 2024
Infinitely Connected Attention for Periodic Structure Encoding
Propose a transformer for crystal property prediction by mimicking interatomic potential summations via self-attention.
neural-structure-fieldCommunications Materials 2023
Neural structure fields with application to crystal structure autoencoders
Express crystal structures as 3D continuous fields for crystal structure prediction