Ziyang Song

Featured Publications

NEW!	MV-S2V: Multi-View Subject-Consistent Video Generation Ziyang Song, Xinyu Gong, Bangya Liu, Zelin Zhao SIGGRAPH 2026 arXiv Project Page Code
NEW!	ByteLoom: Weaving Geometry-Consistent Human-Object Interactions through Progressive Curriculum Learning Bangya Liu, Xinyu Gong, Zelin Zhao, Ziyang Song, Yulei Lu, Suhui Wu, Jun Zhang, Suman Banerjee, Hao Zhang ECCV 2026 arXiv Project Page
NEW!	CETCAM: Camera-Controllable Video Generation via Consistent and Extensible Tokenization Zelin Zhao, Xinyu Gong, Bangya Liu, Ziyang Song, Jun Zhang, Suhui Wu, Yongxin Chen, Hao Zhang CVPR Findings 2026 arXiv Project Page
	TRACE: Learning 3D Gaussian Physical Dynamics from Multi-view Videos Jinxi Li, Ziyang Song, Bo Yang ICCV 2025 arXiv Code
	FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity Jinxi Li, Ziyang Song, Siyuan Zhou, Bo Yang CVPR 2025 arXiv Code
	OSN: Infinite Representations of Dynamic 3D Scenes from Monocular Videos Ziyang Song, Jinxi Li, Bo Yang ICML 2024 arXiv Video Code
	NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos Jinxi Li, Ziyang Song, Bo Yang NeurIPS 2023 arXiv Code
	ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation Liang Xu, Ziyang Song, Dongliang Wang, Jing Su, Zhicheng Fang, Chenjing Ding, Weihao Gan, Yichao Yan, Xin Jin, Xiaokang Yang, Wenjun Zeng, Wei Wu ICCV 2023 arXiv Project Page Code (* denotes equal contribution)
	OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds Ziyang Song, Bo Yang NeurIPS 2022 TPAMI 2024 arXiv Video Code