Jiezhou Chen

PACL: property-aware contrastive learning with adaptive substructures for molecular property prediction

Visualization and prototype preference analyses indicate that PACL separates structurally similar molecules with different functional properties more clearly in task-aligned representation spaces, supporting adaptive substructure contrastive learning and task-specific semantic alignment as an effective strategy for mul...