Machine learning and model driven bayesian uncertainty quantification in suspended nonstructural systems. - Zhiyuan Qin; Mohannad Z. Naser (Reliab. Eng. Syst. Saf., 2023)

EmbodiedVSR: Dynamic Scene Graph-Guided Chain-of-Thought Reasoning for Visual Spatial Tasks. - Yi Zhang; Qiang Zhang; Xiaozhu Ju; Zhaoyang Liu; Jilei Mao; Jingkai Sun; Jintao Wu; Shixiong Gao; Shihan Cai; Zhiyuan Qin; Linkai Liang; Jiaxu Wang; et al. (CoRR, 2025)

SEEA-R1: Tree-Structured Reinforcement Fine-Tuning for Self-Evolving Embodied Agents. - Wanxin Tian; Shijie Zhang; Kevin Zhang; Xiaowei Chi; Yulin Luo; Junyu Lu; Chunkai Fan; Qiang Zhou; Yiming Zhao; Ning Liu Siyu Lin; Zhiyuan Qin; Xiaozhu Ju; et al. (CoRR, 2025)