TopoLIA: Topology-Inspired Latent Interaction Attention for Drug Discovery
q-bio.BM
Submitted: 2026-10-09
Updated: 2026-10-09
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- Topological Deep Learning: Going Beyond Graph Data
- Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework
- ATOM3D: Tasks On Molecules in Three Dimensions
- Learning Hierarchical Protein Representations via Complete 3D Graph Networks
- SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction
- Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching
- Protein-ligand binding representation learning from fine-grained interactions
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