IPR-1: Interactive Physical Reasoner. - Mingyu Zhang; Lifeng Zhuo; Tianxi Tan; Guocan Xie; Xian Nie; Yan Li; Renjie Zhao; Zizhu He; Ziyu Wang 010; Jiting Cai; Yong-Lu Li 001 (CoRR, 2025)

GuidedVLA: Specifying Task-Relevant Factors via Plug-and-Play Action Attention Specialization. - Xiaosong Jia; Bowen Yang; Zuhao Ge; Xian Nie; Yuchen Zhou; Cunxin Fan; Yufeng Li; Yilin Chai; Chao Jing; Zijian Liang; Qingwen Bu; Haidong Cao; et al. (CoRR, 2026)