Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models. - Shilin Xu 001; Yanwei Li; Rui Yang; Tao Zhang 042; Yueyi Sun; Wei Chow; Linfeng Li; Hang Song; Qi Xu; Yunhai Tong; Xiangtai Li; Hao Fei 001 (CoRR, 2025)

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World. - Xiangtai Li; Tao Zhang 042; Yanwei Li; Haobo Yuan; Shihao Chen; Yikang Zhou; Jiahao Meng; Yueyi Sun; Shilin Xu 001; Lu Qi; Tianheng Cheng; Yi Lin; et al. (CoRR, 2025)