Making Image Editing Easier via Adaptive Task Reformulation with Agentic Executions. - Bo Zhao; Kairui Guo; Runnan Du; Haiyang Sun; Pengshan Wang; Huan Yang 005; Kun Gai; Yixin Cao; Wei Ji (CoRR, 2026)