AStar: Boosting Multimodal Reasoning with Automated Structured Thinking. - Jinyang Wu; Mingkuan Feng; Guocheng Zhai; Shuai Zhang 014; Zheng Lian 004; Fangrui Lv; Pengpeng Shao; Ruihan Jin; Zhengqi Wen; Jianhua Tao 001 (AAAI, 2026)

Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning. - Jinyang Wu; Guocheng Zhai; Ruihan Jin; Jiahao Yuan; Yuhao Shen; Shuai Zhang 014; Zhengqi Wen; Jianhua Tao 001 (CoRR, 2026)

Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles. - Jinyang Wu; Guocheng Zhai; Ruihan Jin; Yuhao Shen; Zhengxi Lu; Fan Zhang 111; Haoran Luo; Zheng Lian 004; Zhengqi Wen; Jianhua Tao 001 (CoRR, 2026)