Self-Rewarded Multimodal Coherent Reasoning Across Diverse Visual Domains. - Jesen Zhang; Ningyuan Liu; Kaitong Cai; Sidi Liu; Jing Yang; Ziliang Chen 001; Xiaofei Sun; Keze Wang (CoRR, 2025)

AgriWorld:A World Tools Protocol Framework for Verifiable Agricultural Reasoning with Code-Executing LLM Agents. - Zhixing Zhang; Jesen Zhang; Hao Liu; Qinhan Lv; Jing Yang; Kaitong Cai; Keze Wang (CoRR, 2026)