| CARVIEW |
Haozhe Xie (谢浩哲)
Research Fellow at MMLab@NTU
College of Computing and Data Science
Nanyang Technological University
Emails:
- General Inquiries: root [at] haozhexie [dot] com
- Academic Matters: academic [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 3D vision and robotics with a focus on 3D generation and perception.
Selected Publications
3D Scene Generation: A Survey
- Beichen Wen*
- Haozhe Xie*
- Zhaoxi Chen
- Fangzhou Hong
- Ziwei Liu
arXiv 2505.05474
Compositional Generative Model of Unbounded 4D Cities
- Haozhe Xie
- Zhaoxi Chen
- Fangzhou Hong
- Ziwei Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Generative Gaussian Splatting for Unbounded 3D City Generation
- Haozhe Xie
- Zhaoxi Chen
- Fangzhou Hong
- Ziwei Liu
CVPR 2025
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
- Zhaoxi Chen
- Jiaxiang Tang
- Yuhao Dong
- Ziang Cao
- Fangzhou Hong
- Yushi Lan
- Tengfei Wang
- Haozhe Xie
- Tong Wu
- Shunsuke Saito
- Liang Pan
- Dahua Lin
- Ziwei Liu
CVPR 2025
DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic Scenes
- Hengwei Bian
- Lingdong Kong
- Haozhe Xie
- Liang Pan
- Yu Qiao
- Ziwei Liu
ICLR 2025
CrowdMoGen: Zero-Shot Text-Driven Collective Motion Generation
- Yukang Cao*
- Xinying Guo*
- Mingyuan Zhang
- Haozhe Xie
- Chenyang Gu
- Ziwei Liu
arXiv 2407.06188
CityDreamer: Compositional Generative Model of Unbounded 3D Cities
- Haozhe Xie
- Zhaoxi Chen
- Fangzhou Hong
- Ziwei Liu
CVPR 2024
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring
- Huicong Zhang
- Haozhe Xie
- Hongxun Yao
CVPR 2024
Spatio-Temporal Deformable Attention Network for Video Deblurring
- Huicong Zhang
- Haozhe Xie
- Hongxun Yao
ECCV 2022
3D Scene and Object Reconstruction from Multiple Sources and Viewpoints
- Haozhe Xie
PhD Thesis, Harbin Institute of Technology, 2021
Efficient Regional Memory Network for Video Object Segmentation
- Haozhe Xie
- Hongxun Yao
- Shangchen Zhou
- Shengping Zhang
- Wenxiu Sun
CVPR 2021
GRNet: Gridding Residual Network for Dense Point Cloud Completion
- Haozhe Xie
- Hongxun Yao
- Shangchen Zhou
- Jiageng Mao
- Shengping Zhang
- Wenxiu Sun
ECCV 2020
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images
- Haozhe Xie
- Hongxun Yao
- Shengping Zhang
- Shangchen Zhou
- Wenxiu Sun
International Journal of Computer Vision (IJCV), 128(12): 2919-2935, 2020
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images
- Haozhe Xie
- Hongxun Yao
- Xiaoshuai Sun
- Shangchen Zhou
- Shengping Zhang
ICCV 2019
Spatio-Temporal Filter Adaptive Network for Video Deblurring
- Shangchen Zhou
- Jiawei Zhang
- Jinshan Pan
- Haozhe Xie
- Wangmeng Zuo
- Jimmy Ren
ICCV 2019
DAVANet: Stereo Deblurring with View Aggregation
- Shangchen Zhou
- Jiawei Zhang
- Wangmeng Zuo
- Haozhe Xie
- Jinshan Pan
- Jimmy Ren
CVPR 2019
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)
Invited Talks
- Toward World Models: From 3D to 4D City Generation. 3D Computer Vision (3D 视觉工坊), Online. March 2025. [Video playback]
- 3D Object and Scene Reconstruction Meets Neural Networks. Faculty of Computing, Harbin Institute of Technology, Harbin, China. May 2022. [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.
Academic Services
- Co-organizer: CVPR'25 Tutorial: From Video Generation to World Model
- Aera Chair: ICLR
- Conference Reviewer: CVPR, ICCV, ECCV, ICML, ICLR, NeurIPS, SIGGRAPH Asia, AAAI, Eurographics, 3DV, WACV, ACM Multimedia
- Journal Reviewer: TPAMI, TIP, TMM, IJCV, PR
Teaching
- NTU AI6126: Advanced Computer Vision, Teaching Assistant, Spring 2025.
- HIT CS32261: Audio-Visual Signal Processing, Teaching Assistant, Fall 2018.