V2M4: 4D Mesh Animation Reconstruction from a Single Monocular Video

Jianqi Chen, Biao Zhang, Xiangjun Tang, Peter Wonka

Project

Generative Human Geometry Distribution

Xiangjun Tang, Biao Zhang, Peter Wonka

LaRI: Layered Ray Intersections for Single-view 3D Geometric Reasoning

Rui Li, Biao Zhang, Zhenyu Li, Federico Tombari, Peter Wonka

Project, Code

iFlame: Interleaving Full and Linear Attention for Efficient Mesh Generation

Hanxiao Wang, Biao Zhang📧, Weize Quan, Dong-Ming Yan, Peter Wonka

Project, Code

Geometry Distributions

Biao Zhang, Jing Ren, Peter Wonka

Project, Code

MatCLIP: Light-and Shape-Insensitive Assignment of PBR Material Models (SIGGRAPH 2025 Conf)

Michael Birsak, John Femiani, Biao Zhang, Peter Wonka

LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion (ICLR 2025)

Biao Zhang, Peter Wonka

Project, Code, OpenReview

Vivid-ZOO: Multi-View Video Generation with Diffusion Model (NeurIPS 2024)

Bing Li*, Cheng Zheng*, Wenxuan Zhu*, Jinjie Mai, Biao Zhang, Peter Wonka, Bernard Ghanem

Project, Code

Functional Diffusion (CVPR 2024)

Biao Zhang, Peter Wonka

Project, Code

Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking (CVPR 2024)

Wei Cao*, Chang Luo*, Biao Zhang, Matthias Niessner, Jiapeng Tang

Project, Code

3DShape2VecSet: A 3d shape representation for neural fields and generative diffusion models (SIGGRAPH 2023)

Biao Zhang, Peter Wonka

Project, Code (Legacy), Code (Latest), ToG

• The work has been integrated into some large 3D foundation models, such as VAST/Tripo, CLAY, and Hunyuan3D.
• I gave a talk about this work in Towards 3D Foundation Models: Progress and Prospects
• Online talk Meshy, GAMES Webinar 1, GAMES Webinar 2

3DILG: Irregular Latent Grids for 3D Generative Modeling (NeurIPS 2022)

Biao Zhang, Peter Wonka

Project, Code

Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization (ICLR 2022)

Biao Zhang, Peter Wonka

Intuitive and Efficient Roof Modeling for Reconstruction and Synthesis (SIGGRAPH Asia 2021)

Jing Ren, Biao Zhang, Bojian Wu, Jianqiang Huang, Lubin Fan, Maks Ovsjanikov, Peter Wonka

Code

Point cloud instance segmentation using probabilistic embeddings (CVPR 2021)

Biao Zhang, Peter Wonka

• Featured in CVPR 2021 ScanNet workshop.