Dual-Stream Adaptive Retrieval and Hierarchical Agent Collaboration for Document Visual QA. - Qin Fang; Ruixue Gou; Shiqi Liu; Minqi Song; Pan Yuan; Xian Peng (APWeb-WAIM (3), 2025)