Junfeng Ni (original) (raw)

Publications



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Lifting Unlabeled Internet-level Data for 3D Scene Understanding

Yixin Chen,Yaowei Zhang,Huangyue Yu,Junchao He,Yan Wang,Jiangyong Huang,Hongyu Shen,Junfeng Ni,Shaofei Wang,Baoxiong Jia,Song-Chun Zhu,Siyuan Huang

CVPR 2026

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Learning Physics-Grounded 4D Dynamics with Neural Gaussian Force Fields

Shiqian Li*,Ruihong Shen*,Junfeng Ni,Chang Pan,Chi Zhang✉,Yixin Zhu✉

ICLR 2026

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G4Splat: Geometry-Guided Gaussian Splatting with Generative Prior

Junfeng Ni, Yixin Chen✉,Zhifei Yang,Yu Liu, Ruijie Lu, Song-Chun Zhu, Siyuan Huang✉

ICLR 2026

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VideoArtGS: Building Digital Twins of Articulated Objects from Monocular Video

Yu Liu, Baoxiong Jia✉, Ruijie Lu, Chuyue Gan, Huayu Chen, Junfeng Ni, Song-Chun Zhu, Siyuan Huang✉

arXiv 2025

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3D Scene Change Modeling with Consistent Multi-View Aggregation

Zirui Zhou, Junfeng Ni, Shujie Zhang, Yixin Chen✉,Siyuan Huang✉

3DV 2026

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DreamArt: Generating Interactable Articulated Objects from a Single Image

Ruijie Lu, Yu Liu, Jiaxiang Tang, Junfeng Ni, Yuxiang Wang,Diwen Wan,Gang Zeng✉,Yixin Chen✉,Siyuan Huang✉

SIGGRAPH Asia 2025

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Trace3D: Consistent Segmentation Lifting via Gaussian Instance Tracing

Hongyu Shen*, Junfeng Ni*, Yixin Chen✉,Weishuo Li,Mingtao Pei,Siyuan Huang✉

ICCV 2025

TACO: Taming Diffusion for in-the-wild Video Amodal Completion

Ruijie Lu,Yixin Chen✉,Yu Liu, Jiaxiang Tang, Junfeng Ni, Diwen Wan,Gang Zeng✉,Siyuan Huang✉

ICCV 2025

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Decompositional Neural Scene Reconstruction with Generative Diffusion Prior

Junfeng Ni, Yu Liu, Ruijie Lu,Zirui Zhou,Song-Chun Zhu, Yixin Chen✉,Siyuan Huang✉

CVPR 2025

MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes

Ruijie Lu*,Yixin Chen*,Junfeng Ni, Baoxiong Jia,Yu Liu, Diwen Wan,Gang Zeng,Siyuan Huang

CVPR 2025

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Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting

Yu Liu*, Baoxiong Jia*, Ruijie Lu, Junfeng Ni, Song-Chun Zhu, Siyuan Huang

ICLR 2025

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PhyRecon: Physically Plausible Neural Scene Reconstruction

Junfeng Ni*, Yixin Chen*, Bohan Jing, Nan Jiang, Bin Wang, Bo Dai, Puhao Li, Yixin Zhu, Song-Chun Zhu, Siyuan Huang

NeurIPS 2024

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Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture

Yixin Chen* Junfeng Ni*, Nan Jiang, Yaowei Zhang, Yixin Zhu, Siyuan Huang

3DV 2024