Semantic and Visual Evidence for Efficient Long-Video Reasoning: A Solution for the HD-EPIC VQA Challenge. - Yinsong Xu; Wei Jing; Liuxin Zhang; Wanjun Lv; Hui Li (CoRR, 2026)