Haozhe Xie
Research Fellow at MMLab@NTU
School of Computer Science and Engineering
Nanyang Technological University
Email: root [at] haozhexie [dot] com
Biography
I am currently working as a research fellow at MMLab@NTU, Nanyang Technological University, under the supervision of Prof. Ziwei Liu.
Prior to this, I served as a senior research scientist (2021-2023) at Tencent AI Lab.
I completed my Ph.D. degree (2017-2021) at the VILab of Harbin Institute of Technology, under the guidance of Prof. Hongxun Yao. During my Ph.D. study, I interned at SenseTime Research.
My research interests include computer vision and deep learning with a focus on 3D generation and reconstruction.
Highlighted Publications
3D Scene and Object Reconstruction from Multiple Sources and Viewpoints
PhD thesis, Harbin Institute of Technology, 2021
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images
International Journal of Computer Vision (IJCV), 128(12): 2919-2935, 2020
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images
ICCV 2019
Invited Talks
- 3D Object and Scene Reconstruction Meets Neural Networks. Faculty of Computing, Harbin Institute of Technology, Harbin, China. May 2021. [News]
- Deep Learning Fundamentals. Zhejiang Institute of Research and Innovation, The University of Hong Kong, Hangzhou, China. July 2019. [News]
- Computer Fundamentals. Hangzhou No.14 High School, Hangzhou China. August 2014.
- Data Structure. Hangzhou No.14 High School, Hangzhou China. August 2012.
Research Experience
Research Fellow
Mar 2023 - Present | MMLab@NTU, Nanyang Technological University
Working with Prof. Ziwei Liu.
Senior Research Scientist
Aug 2021 - Mar 2023 | Tencent AI Lab
Working with Dr. Hong Shang.
Outstanding Contibutor (2022H1) & Excellent Individual (2022H2)
Research Intern
Mar 2019 - Nov 2020 | SenseTime Research
Mentored by Dr. Wenxiu Sun.
Outstanding Intern (2020H2)
Academic Services
Conference Reviewer
- The Conference on Computer Vision and Pattern Recognition (CVPR)
- The International Conference on Computer Vision (ICCV)
- European Conference on Computer Vision (ECCV)
- The International Conference on Machine Learning (ICML)
- The International Conference on Learning Representation (ICLR)
- The Conference on Neural Information Processing Systems (NeurIPS)
- The International Conference on 3D Vision (3DV)
- The Winter Conference on Applications of Computer Vision (WACV)
Journal Reviewer
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- IEEE Transactions on Image Processing (TIP)
- IEEE Transactions on Multimedia (TMM)
- International Journal of Computer Vision (IJCV)
- Pattern Recognition (PR)