Yuan Liu - Homepage

Selected Publications (Google Scholar)

*Equal contribution †Corresponding author ‡Project Leader

	NaLA: A 3D Native LLM Layout Agent for High-quality 3D Scene Generation Cheng Wan, Yongsen Mao, Wenzheng Wu, Yuxuan Xie, Chucheng Xiang, Runze Wang, Xiang Zhang, Zhongyuan Liu, Rushi Dai†, Yuan Liu† ECCV 2026 [Paper] [Project Page] [Code]
	Know3D: Prompting 3D Generation with Knowledge from Vision-Language Models Wenyue Chen, Wenjue Chen, Peng Li, Qinghe Wang, Xu Jia, Heliang Zheng, Rongfei Jia, Yuan Liu†, Ronggang Wang† ECCV 2026 [Paper] [Project Page] [Code]
	GO-Renderer: Generative Object Rendering with 3D-aware Controllable Video Diffusion Models Zekai Gu, Shuoxuan Feng, Yansong Wang, Hanzhuo Huang, Zhongshuo Du, Chengfeng Zhao, Chengwei Ren, Peng Wang‡, Yuan Liu† ECCV 2026 [Paper] [Project Page] [Code]
	FlexAM: Flexible Appearance-Motion Decomposition for Versatile Video Generation Control Mingzhi Sheng, Zekai Gu, Peng Li, Cheng Lin, Hao-Xiang Guo, Ying-Cong Chen†, Yuan Liu† ECCV 2026 [Paper] [Code]
	AutoWeather4D: Autonomous Driving Video Weather Conversion via G-Buffer Dual-Pass Editing Tianyu Liu, Weitao Xiong, Kunming Luo, Manyuan Zhang, Peng Li, Yuan Liu†, Ping Tan† ECCV 2026 [Paper] [Project Page] [Code]
	UniSH: Unifying Scene and Human Reconstruction in a Feed-Forward Pass Mengfei Li, Peng Li, Zheng Zhang, Jiahao Lu, Chengfeng Zhao, Wei Xue, Qifeng Liu, Sida Peng, Wenxiao Zhang, Wenhan Luo, Yuan Liu†, Yike Guo† CVPR 2026 [Paper] [Project Page] [Code]
	MVInverse: Feed-forward Multi-view Inverse Rendering in Seconds Xiangzuo Wu, Chengwei Ren, Jun Zhou, Xiu Li†, Yuan Liu† CVPR 2026 [Paper] [Project Page] [Code]
	PartSAM: A Scalable Promptable Part Segmentation Model Trained on Native 3D Data Zhe Zhu, Le Wan, Rui Xu, Yiheng Zhang, Honghua Chen, Zhiyang Dou, Cheng Lin, Yuan Liu†, Mingqiang Wei† ICLR 2026 [Paper] [Project Page] [Code]
	MEGS2: Memory-Efficient Gaussian Splatting via Spherical Gaussians and Unified Pruning Jiarui Chen, Yikeng Chen, Yingshuang Zou, Ye Huang, Peng Wang, Yuan Liu†, Yujing Sun†, Wenping Wang ICLR 2026 [Paper] [Project Page] [Code]
	TrackingWorld: World-centric Monocular 3D Tracking of Almost All Pixels Jiahao Lu, Weitao Xiong, Jiacheng Deng, Peng Li, Tianyu Huang, Zhiyang Dou, Cheng Lin, Sai-Kit Yeung, Yuan Liu NeurIPS 2025 [Paper] [Project Page] [Code]
	SyncHuman: Synchronizing 2D and 3D Generative Models for Single-view Human Reconstruction Wenyue Chen, Peng Li†, Wangguandong Zheng, Chengfeng Zhao, Mengfei Li, Yaolong Zhu, Zhiyang Dou, Ronggang Wang, Yuan Liu† NeurIPS 2025 [Paper] [Project Page] [Code]
	Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control Zekai Gu, Rui Yan, Jiahao Lu, Peng Li, Zhiyang Dou, Chenyang Si, Zhen Dong, Qifeng Liu, Cheng Lin, Ziwei Liu, Wenping Wang, Yuan Liu SIGGRAPH 2025 [Paper] [Project Page] [Code]
	Align3R: Aligned Monocular Depth Estimation for Dynamic Videos Jiahao Lu, Tianyu Huang, Peng Li, Zhiyang Dou, Cheng Lin, Zhiming Cui, Zhen Dong, Sai-Kit Yeung, Wenping Wang, Yuan Liu CVPR 2025 [Paper] [Project Page] [Code]
	PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing Peng Li, Wangguandong Zheng, Yuan Liu†, Tao Yu, Yangguang Li, Xingqun Qi, Mengfei Li, Xiaowei Chi, Siyu Xia, Wei Xue, Wenhan Luo†, Qifeng Liu, Yike Guo CVPR 2025 [Paper] [Project Page] [Code]
	VistaDream: Sampling multiview consistent images for single-view scene reconstruction Haiping Wang, Yuan Liu†, Ziwei Liu, Wenping Wang, Zhen Dong†, Bisheng Yang ICCV 2025 [Paper] [Project Page] [Code]
	Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention Peng Li, Yuan Liu, Xiaoxiao Long†, Feihu Zhang, Cheng Lin, Mengfei Li, Xingqun Qi, Shanghang Zhang, Wei Xue, Wenhan Luo, Ping Tan, Wenping Wang, Qifeng Liu, Yike Guo† NeurIPS 2024 [Paper] [Project Page] [Code]
	SyncDreamer: Generating Multiview-consistent Images from a Single-view Image Yuan Liu, Cheng Lin, Zijiao Zeng, Xiaoxiao Long†, Lingjie Liu, Taku Komura, Wenping Wang† ICLR 2024 (Spotlight) [Paper] [Project Page] [Code]
	Wonder3D: Single Image to 3D using Cross-Domain Diffusion Xiaoxiao Long, Yuan-Chen Guo, Cheng Lin†, Yuan Liu, Zhiyang Dou, Lingjie Liu, Yuexin Ma, Song-Hai Zhang, Marc Habermann, Christian Theobalt, Wenping Wang† CVPR 2024 (Highlight) [Paper] [Project Page] [Code]
	NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images Yuan Liu, Peng Wang, Cheng Lin, Xiaoxiao Long, Jiepeng Wang, Lingjie Liu, Taku Komura, Wenping Wang SIGGRAPH 2023 (ToG) [Paper] [Project Page] [Code]
	F²NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories Peng Wang, Yuan Liu, Zhaoxi Chen, Ziwei Liu, Lingjie Liu, Taku Komura, Christian Theobalt, Wenping Wang CVPR 2023 (Highlight) [Paper] [Project Page] [Code]
	Neural Rays for Occlusion-aware Image-based Rendering Yuan Liu, Sida Peng, Lingjie Liu, Qianqian Wang, Peng Wang, Christian Theobalt, Xiaowei Zhou, Wenping Wang CVPR 2022 [Paper] [Project Page] [Code]
	NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang, Lingjie Liu, Yuan Liu, Christian Theobalt, Taku Komura, Wenping Wang NeurIPS 2021 (Spotlight) [Paper] [Project Page] [Code]