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Sirui Li

2 papers indexed

arxivcs.CVcs.AI2026-07-19

STAR: Skeletal Token Alignment and Rearrangement for Interaction Recognition

Yuhang Wen, Mengyuan Liu, Zixuan Tang, Junsong Yuan, Sirui Li, Beichen Ding

Understanding physical human-robot and human-human interactions is a challenging yet emerging topic in 3D vision. While most existing methods rely on skeleton sequences--effective in low-light and privacy-sensitive environment--they face two major challenges: 1) learning and effe…

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arxivcs.LGcs.AI2026-07-05

Signal or Noise? Understanding Generative Models for Real-World Sensor Time Series

Zitao Shuai, Zongzhe Xu, Yuntian Wu, Sirui Li, Tianhong Li, Yuzhe Yang

Generative models have changed how machine learning represents complex data distributions, especially in language and vision, yet many real-world systems are observed instead as continuous, high-dimensional, and noisy sensor time series. Existing generative modeling of sensor dat…

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