Li, Y.; Yang, X.; Xu, D.; YU, Y.; Zhao, L.; Hu, X.; Li, J.; Heng, P.-A. SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model. AAAI 2026, 40, 6628-6635.