PhD @ Nanyang Technological University
Senior Researcher @ Huawei
Singapore Research Center, Singapore
Email: zhangjunzhetom [at] gmail.com
I am currently a Senior Researcher at Huawei Singapore Research Centre, working with Prof. Hanwang Zhang on multimodal foundation models and their unification across vision and language tasks.
Previously, I was an Algorithm Researcher at SenseTime, focusing on 3D generative AI and low-level vision.
I received my Ph.D. in Computer Science (2019-2023) from the College of Computing and Data Science at Nanyang Technological University (NTU), Singapore During my PhD, I was affiliated with MMLab@NTU and S-Lab, under the supervision of Prof. Chen Change Loy and Prof. Chai Kiat Yeo, and worked closely with Prof. Bo Dai. I received my B.Eng in Chemical Engineering (2011-2015) and M.Comp in Computer Science (2017-2018) both in National Univerisity of Sinapore (NUS).
My research interests include generative AI—particularly image synthesis, multimodal foundation models and the intersection of vision and language
I serve as a reviewer for CVPR, ICCV, ECCV, and NeurIPS.
DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields
Junzhe Zhang*, Yushi Lan*, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy
International Conference on Computer Vision, 2023 (ICCV)
[Paper]
[Project Page]
[Code]
Monocular 3D Object Reconstruction with GAN Inversion
Junzhe Zhang, Daxuan Ren, Zhongang Cai, Chai Kiat Yeo, Bo Dai, Chen Change Loy
European Conference on Computer Vision, 2022 (ECCV)
[Paper]
[Project Page]
[Code]
[Youtube]
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion
Tong Wu, Liang Pan, Junzhe Zhang, Tai Wang, Ziwei Liu, Dahua Lin
Advances in Neural Information Processing Systems, 2021 (NeurIPS)
[Paper]
[Project Page]
[Code]
DCSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing
Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, ,Junzhe Zhang,, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi
International Conference on Computer Vision, 2021 (ICCV)
[Paper]
[Project Page]
[Code]
Variational Relational Point Completion Network
Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu
Computer Vision and Pattern Recognition, 2021 (CVPR Oral)
[Paper]
[Project Page]
[Code]
Unsupervised 3D Shape Completion through GAN Inversion
Junzhe Zhang, Xinyi Chen, Zhongang Cai, Liang Pan, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Bo Dai, Chen Change Loy
Computer Vision and Pattern Recognition, 2021 (CVPR)
[Paper]
[Project Page]
[Code]
MessyTable: Instance Association in Multiple Camera Views