Haozhe Xie

Senior Research Scientist
AI Lab, Technology and Engineering Group
Tencent

Email: cshzxie [at] gmail.com
GitHub | Google Scholar | Curriculum Vitae


Biography

I am currently a Senior Research Scientist at Tencent AI Lab. I received my Ph.D. degree in computer science from Harbin Institute of Technology in 2021, supervised by Prof. Hongxun Yao. Before that, I received my Bachelor's and Master's degrees from Hefei University of Technology and Harbin Institute of Technology in 2015 and 2017, respectively. From March 2019 to November 2020, I worked as a research intern in SenseTime mentored by Dr. Wenxiu Sun. My research interests are in the areas of 3D reconstruction and computer vision.

Publications

  • Haozhe Xie, Xiaojun Tong, Hongxun Yao, Shangchen Zhou, Shengping Zhang, Wenxiu Sun. Toward 3D Object Reconstruction from Stereo Images. Neurocomputing, 2021. (IF=5.719)
    [BibTeX] [PDF] [Project Page]
    @article{xie2021toward,
      title={Toward 3D Object Reconstruction from Stereo Images},
      author={Xie, Haozhe and Tong, Xiaojun and Yao, Hongxun and Zhou, Shangchen and Zhang, Shengping and Sun, Wenxiu},
      journal={Neurocomputing},
      year={2021}
    }
  • Qinglin Liu, Haozhe Xie, Shengping Zhang, Bineng Zhong, Rongrong Ji. Long-Range Feature Propagating for Natural Image Matting. ACM Multimedia, 2021.
    [BibTeX]
    @inproceedings{liu2021long,
      title={Long-Range Feature Propagating for Natural Image Matting},
      author={Liu, Qinglin and Xie, Haozhe and Zhang, Shengping and Zhong, Bineng and Ji, Rongrong},
      booktitle={ACM Multimedia},
      year={2021}
    }
  • Haozhe Xie. 3D Scene and Object Reconstruction from Multiple Sources and Viewpoints. PhD thesis, Harbin Institute of Technology, 2021.
    [BibTeX] [PDF]
    @phdthesis{xie20213d,
      title={3D Scene and Object Reconstruction from Multiple Sources and Viewpoints},
      author={Xie, Haozhe},
      school={Harbin Institute of Technology},
      year={2021}
    }
  • Haozhe Xie, Hongxun Yao, Shangchen Zhou, Shengping Zhang, Wenxiu Sun. Efficient Regional Memory Network for Video Object Segmentation. CVPR, 2021.
    [BibTeX] [PDF] [Project Page]
    @inproceedings{xie2021efficient,
      title={Efficient Regional Memory Network for Video Object Segmentation},
      author={Xie, Haozhe and Yao, Hongxun and Zhou, Shangchen and Zhang, Shengping and Sun, Wenxiu},
      booktitle={CVPR},
      year={2021}
    }
  • Shuo Yang, Min Xu, Haozhe Xie, Stuart Perry, Jiahao Xia. Single-View 3D Object Reconstruction from Shape Priors in Memory. CVPR, 2021.
    [BibTeX] [PDF]
    @inproceedings{yang2021single,
      title={Single-View 3D Object Reconstruction from Shape Priors in Memory},
      author={Yang, Shuo and Xu, Min and Xie, Haozhe and Perry, Stuart and Xia, Jiahao},
      booktitle={CVPR},
      year={2021}
    }
  • Haozhe Xie, Hongxun Yao, Shangchen Zhou, Jiageng Mao, Shengping Zhang, Wenxiu Sun. GRNet: Gridding Residual Network for Dense Point Cloud Completion. ECCV, 2020.
    [BibTeX] [PDF] [Project Page]
    @inproceedings{xie2020grnet,
      title={GRNet: Gridding Residual Network for Dense Point Cloud Completion},
      author={Xie, Haozhe and Yao, Hongxun and Zhou, Shangchen and Mao, Jiageng and Zhang, Shengping and Sun, Wenxiu},
      booktitle={ECCV},
      year={2020}
    }
  • Haozhe Xie, Hongxun Yao, Shengping Zhang, Shangchen Zhou, Wenxiu Sun. Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images. International Journal of Computer Vision (IJCV), 128(12): 2919-2935, 2020. (IF=7.410)
    [BibTeX] [PDF]
    @article{xie2020pix2vox++,
      title={Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images},
      author={Xie, Haozhe and Yao, Hongxun and Zhang, Shengping and Zhou, Shangchen and Sun, Wenxiu},
      journal={International Journal of Computer Vision (IJCV)},
      year={2020},
      volume={128},
      number={12},
      pages={2919--2935},
      doi={10.1007/s11263-020-01347-6}
    }
  • Yuzhi Tan, Hongxun Yao, Haoran Li, Xiusheng Lu, Haozhe Xie. PRF-Ped: Multi-scale Pedestrian Detector with Prior-based Receptive Field. ICPR, 2020.
    [BibTeX] [PDF]
    @inproceedings{tan2020prf,
      title={PRF-Ped: Multi-scale Pedestrian Detector with Prior-based Receptive Field},
      author={Tan, Yuzhi and Yao, Hongxun and Li, Haoran and Lu, Xiusheng and Xie, Haozhe},
      booktitle={ICPR},
      year={2020}
    }
  • Haozhe Xie, Yunmu Huang, Anni Xu, Jinpeng Lan, Wenxiu Sun. Depth-aware Space-Time Memory Network for Video Object Segmentation. CVPR Workshops, 2020.
    [BibTeX] [PDF] [Oral Video]
    @inproceedings{xie2020depth,
      title={Depth-aware Space-Time Memory Network for Video Object Segmentation},
      author={Xie,Haozhe and Huang,Yunmu and Xu,Anni and Lan,Jinpeng and Sun,Wenxiu},
      booktitle={CVPR Workshops},
      year={2020}
    }
  • Haozhe Xie, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou, Shengping Zhang. Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images. ICCV, 2019.
    [BibTeX] [PDF] [Project Page]
    @inproceedings{xie2019pix2vox,
      title={Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images},
      author={Xie, Haozhe and Yao, Hongxun and Sun, Xiaoshuai and Zhou, Shangchen and Zhang, Shengping},
      booktitle={ICCV},
      year={2019}
    }
  • Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Haozhe Xie, Wangmeng Zuo, Jimmy Ren. Spatio-Temporal Filter Adaptive Network for Video Deblurring. ICCV, 2019.
    [BibTeX] [PDF] [Project Page]
    @inproceedings{zhou2019spatio,
      title={Spatio-Temporal Filter Adaptive Network for Video Deblurring},
      author={Zhou, Shangchen and Zhang, Jiawei and Pan, Jinshan and Xie, Haozhe and  Zuo, Wangmeng and Ren, Jimmy},
      booktitle={ICCV},
      year={2019}
    }
  • Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy Ren. DAVANet: Stereo Deblurring with View Aggregation. CVPR, 2019. (Oral)
    [BibTeX] [PDF] [Project Page] [Dataset]
    @inproceedings{zhou2019davanet,
      title={DAVANet: Stereo Deblurring with View Aggregation},
      author={Zhou, Shangchen and Zhang, Jiawei and  Zuo, Wangmeng and Xie, Haozhe and Pan, Jinshan and Ren, Jimmy},
      booktitle={CVPR},
      year={2019}
    }
  • Haozhe Xie, Hongxun Yao, Xiaoshuai Sun, Shangchen Zhou, Xiaojun Tong. Weighted Voxel: a novel voxel representation for 3D reconstruction. International Conference on Internet Multimedia Computing and Service (ICIMCS), 2018.
    [BibTeX] [PDF] [Project Page]
    @inproceedings{xie2018weighted,
      title={Weighted Voxel: a novel voxel representation for 3D reconstruction},
      author={Xie, Haozhe and Yao, Hongxun and Sun, Xiaoshuai and Zhou, Shangchen and Tong, Xiaojun},
      booktitle={International Conference on Internet Multimedia Computing and Service (ICIMCS)},
      year={2018},
      organization={acm}
    }
  • Hanqing Xue, Jie Li, Haozhe Xie, Yadong Wang. Review of drug repositioning approaches and resources. International Journal of Biological Sciences, 14(10): 1232-1244, 2018. (IF=4.057)
    [BibTeX] [PDF]
    @article{xue2018review,
      title={Review of drug repositioning approaches and resources},
      author={Xue, Hanqing and Li, Jie and Xie, Haozhe and Wang, Yadong},
      journal={International Journal of Biological Sciences},
      year={2018},
      volume={14},
      number={10},
      pages={1232--1244}
    }
  • Haozhe Xie. Research on dimensionality reduction methods based on random projection. Master's thesis, Harbin Institute of Technology, 2017.
    [BibTeX] [PDF]
    @mastersthesis{xie2017research,
      title={Research on dimensionality reduction methods based on random projection},
      author={Xie, Haozhe},
      school={Harbin Institute of Technology},
      year={2017}
    }
  • Haozhe Xie, Jie Li, Hanqing Xue. A survey of dimensionality reduction techniques based on random projection. arXiv preprint:1706.04371, 2017.
    [BibTeX] [PDF]
    @article{xie2017survey,
      title={A survey of dimensionality reduction techniques based on random projection},
      author={Xie, Haozhe and Li, Jie and Xue, Hanqing},
      journal={arXiv preprint:1706.04371},
      year={2017}
    }
  • Qiaosheng Zhang, Jie Li, Haozhe Xie, Hanqing Xue, Yadong Wang. A network-based pathway-expanding approach for pathway analysis. BMC Bioinformatics, 17: 231-241, 2016. (IF=2.448)
    [BibTeX] [PDF]
    @article{zhang2016network,
      title={A network-based pathway-expanding approach for pathway analysis},
      author={Zhang, Qiaosheng and Li, Jie and Xie, Haozhe and Xue, Hanqing and Wang, Yadong},
      journal={BMC Bioinformatics},
      year={2016},
      volume={17},
      pages={231--241}
    }
  • Haozhe Xie, Jie Li, Qiaosheng Zhang, Yadong Wang. Comparison among dimensionality reduction techniques based on Random Projection for cancer classification. Computational biology and chemistry, 65: 165-172, 2016. (IF=1.331)
    [BibTeX] [PDF] [Code] [Dataset]
    @article{xie2016comparison,
      title={Comparison among dimensionality reduction techniques based on Random Projection for cancer classification},
      author={Xie, Haozhe and Li, Jie and Zhang, Qiaosheng and Wang, Yadong},
      journal={Computational biology and chemistry},
      year={2016},
      volume={65},
      pages={165--172}
    }

Invited Talks

Open Source Contribution

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Copyright

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

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Contact Us
  • Tencent AI Lab, Shenzhen, China
  • cshzxie [at] gmail [dot] com