My research interest includes machine learning, generative models, computer grahics, and computer vision… I am currently a Postdoc in KAUST, working with Peter Wonka. Before that, I obtained the BSc and MSc from Xi’an Jiaotong University.
🔥 News
- 2025.06: I will be co-organizing the workshop Ind3D: Enforcing Inductive Bias in 3D Generation on June 12, 2025, during CVPR. Feel free to drop by to chat.
- 2025.06: I will be assisting Professor Wonka with his talk at the 2nd Workshop on Urban Scene Modeling on June 11, 2025, during CVPR. Feel free to drop by to chat.
- 2025.04: I will be attending ICLR 2025 in Singapore.
📚 Preprints
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
iFlame: Interleaving Full and Linear Attention for Efficient Mesh Generation
Hanxiao Wang, Biao Zhang📧, Weize Quan, Dong-Ming Yan, Peter Wonka
📝 Publications
V2M4: 4D Mesh Animation Reconstruction from a Single Monocular Video
Jianqi Chen, Biao Zhang, Xiangjun Tang, Peter Wonka
ICCV 2025
MatCLIP: Light-and Shape-Insensitive Assignment of PBR Material Models
Michael Birsak, John Femiani, Biao Zhang, Peter Wonka
SIGGRAPH 2025 Conference
LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion
Biao Zhang, Peter Wonka
ICLR 2025
Vivid-ZOO: Multi-View Video Generation with Diffusion Model
Bing Li*, Cheng Zheng*, Wenxuan Zhu*, Jinjie Mai, Biao Zhang, Peter Wonka, Bernard Ghanem
NeurIPS 2024
Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking
Wei Cao*, Chang Luo*, Biao Zhang, Matthias Niessner, Jiapeng Tang
CVPR 2024
3DShape2VecSet: A 3d shape representation for neural fields and generative diffusion models
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
SIGGRAPH 2023 (ToG)
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
Jing Ren, Biao Zhang, Bojian Wu, Jianqiang Huang, Lubin Fan, Maks Ovsjanikov, Peter Wonka
SIGGRAPH Asia 2021 (ToG)
Point cloud instance segmentation using probabilistic embeddings
Biao Zhang, Peter Wonka
- Featured in CVPR 2021 ScanNet workshop.
CVPR 2021
👪 Collaborators
People I have worked with (we have at least submitted one paper):
- Wei Cao (TU Munich)
- Bing Li (KAUST)
- Rui Li (KAUST)
- Matthias Niessner (TU Munich)
- Jing Ren (ETH Zurich)
- Jiapeng Tang (TU Munich)
- Hanxiao Wang (CASIA)
- Peter Wonka (KAUST)