Zhang, Y.-X.; Zhou, Z.; Liu, W.; Zhang, M. Rethinking Multi-Instance Learning Through Graph-Driven Fusion: A Dual-Path Approach to Adaptive Representation. AAAI 2026, 40, 28510-28518.