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Siyuan Yang

Texas A&M University

Email  /  Google Scholar

About Me

I am a first-year Ph.D. student in Computer Science and Engineering at Texas A&M University, under the supervision of Prof. Zhengzhong Tu. I received the B.Eng. degree in Computer Science and Technology from Huazhong University of Science and Technology, in 2025.

Recent Updates

  • I started my Ph.D. journey at Texas A&M, Gig 'em!
  • I was a visiting student at ShanghaiTech during Fall 2024, advised by Prof. Lan Xu and Jingyi Yu.
  • I interned with the VITA Group at UT Austin, working closely with Zhiwen Fan.
  • One paper was accepted to CVPR 2024.
  • Research Interests

    My research focuses on generative video models, especially human-centric video generation and editing: controllable generation methods for motion control, identity-consistent subject synthesis, and camera reframing. I'm also interested in physics-informed priors to improve temporal coherence, realism, and controllability. I have experience in 3D/4D reconstruction and point-cloud perception.

    Selected Publications
    Full publication list at Google Scholar

    AerialGo: Walking-through City View Generation from Aerial Perspectives
    Fuqiang Zhao*, Siyuan Yang*, Yijing Guo, Xi Chen, Luo Wang, Lan Xu, Yingliang Zhang, Yujiao Shi, Jingyi Yu
    In Submission
    PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation
    Jinfeng Xu, Siyuan Yang, Xianzhi Li, Yuan Tang, Yixue Hao, Long Hu, Min Chen
    CVPR 2024