Haozhe Xie

Research Fellow at MMLab@NTU

School of Computer Science and Engineering
Nanyang Technological University

Email: root [at] haozhexie [dot] com

GitHub / Google Scholar / Curriculum Vitae

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
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CityDreamer: Compositional Generative Model of Unbounded 3D Cities
  • Haozhe Xie
  • Zhaoxi Chen
  • Fangzhou Hong
  • Ziwei Liu

arXiv 2309.00610

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Spatio-Temporal Deformable Attention Network for Video Deblurring
  • Huicong Zhang
  • Haozhe Xie
  • Hongxun Yao

ECCV 2022

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Long-Range Feature Propagating for Natural Image Matting
  • Qinglin Liu
  • Haozhe Xie
  • Shengping Zhang
  • Bineng Zhong
  • Rongrong Ji

ACM Multimedia, 2021

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3D Scene and Object Reconstruction from Multiple Sources and Viewpoints
  • Haozhe Xie

PhD thesis, Harbin Institute of Technology, 2021

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Efficient Regional Memory Network for Video Object Segmentation
  • Haozhe Xie
  • Hongxun Yao
  • Shangchen Zhou
  • Shengping Zhang
  • Wenxiu Sun

CVPR 2021

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GRNet: Gridding Residual Network for Dense Point Cloud Completion
  • Haozhe Xie
  • Hongxun Yao
  • Shangchen Zhou
  • Jiageng Mao
  • Shengping Zhang
  • Wenxiu Sun

ECCV 2020

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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

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Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images
  • Haozhe Xie
  • Hongxun Yao
  • Xiaoshuai Sun
  • Shangchen Zhou
  • Shengping Zhang

ICCV 2019

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Spatio-Temporal Filter Adaptive Network for Video Deblurring
  • Shangchen Zhou
  • Jiawei Zhang
  • Jinshan Pan
  • Haozhe Xie
  • Wangmeng Zuo
  • Jimmy Ren

ICCV 2019

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DAVANet: Stereo Deblurring with View Aggregation
  • Shangchen Zhou
  • Jiawei Zhang
  • Wangmeng Zuo
  • Haozhe Xie
  • Jinshan Pan
  • Jimmy Ren

CVPR 2019

Invited Talks
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)