SpatialLogic-Bench: A Diagnostic Benchmark for Task-Oriented Spatiotemporal Reasoning. - Xiaoda Yang; Shenzhou Gao; Can Wang; Jiahe Zhang; Menglan Tang; Jingyang Xue; Sheng Liu; Peijian Zhang; Yao Mu; Xiangyu Yue 001 (AAAI, 2026)

A Progressive Training Strategy for Vision-Language Models to Counteract Spatio-Temporal Hallucinations in Embodied Reasoning. - Xiaoda Yang; Shuai Yang 001; Can Wang; Jingyang Xue; Menglan Tang; Checheng Yu; Xunzhe Zhou; Sashuai Zhou; Tao Jin 004; Lixin Yang 001; Xiangyu Yue 001; Zhou Zhao 001 (CoRR, 2026)

From Perception to Planning: Evolving Ego-Centric Task-Oriented Spatiotemporal Reasoning via Curriculum Learning. - Xiaoda Yang; Yuxiang Liu; Shenzhou Gao; Can Wang; Jingyang Xue; Lixin Yang 001; Yao Mu; Tao Jin 004; Shuicheng Yan; Zhimeng Zhang; Zhou Zhao 001 (CoRR, 2026)