2 papers
cs.LG2025
KGOT: Unified Knowledge Graph and Optimal Transport Pseudo-Labeling for Molecule-Protein Interaction Prediction
Jiayu Qin, Zhengquan Luo, Guy Tadmor +3
Predicting molecule-protein interactions (MPIs) is a fundamental task in computational biology, with crucial applications in drug discovery and molecular function annotation. Howev…
cs.LG2025
Local-Curvature-Aware Knowledge Graph Embedding: An Extended Ricci Flow Approach
Zhengquan Luo, Guy Tadmor, Or Amar +2
Knowledge graph embedding (KGE) relies on the geometry of the embedding space to encode semantic and structural relations. Existing methods place all entities on one homogeneous ma…