@article{graphdiffmedknowledgeconstraineddifferen, title = {GraphDiffMed: Knowledge-Constrained Differential Attention with Pharmacological Graph Priors for Medication Recommendation}, author = {Krati Saxena and Tomohiro Shibata}, year = {2026}, eprint = {2605.20188}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.20188}, }