Biography

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I am currently a research fellow at MMLab@NTU, Nanyang Technological University, Singapore, working with Prof. Chen Change Loy. Before that, I received my Ph.D degrees from The University of Hong Kong, Hong Kong, China, in 2023, under the supervision of Prof. Ping Luo and Prof. Wenping Wang. I got my Master and Bachelor degrees from Sun Yat-sen University, Guangzhou, China, under the supervision of Prof. Liang Lin.

Research Interests

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My research interests are in the field of computer vision and deep learning, with a focus on image/video understanding, generation, and editing.

Selected Publications [Full]

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Preprint Papers

• 

  ObjCtrl-2.5D: Training-free Object Control with Camera Poses.

  Zhouxia Wang, Yushi Lan, Shangchen Zhou, and Chen Change Loy
  arXiv, 2024.
  

  • [PDF]
  • [Project]
  • [Code]
  • [Demo]
  • [BibTeX]

  @inproceedings{objctrl2.5d,
  title={{ObjCtrl-2.5D}: Training-free Object Control with Camera Poses},
  author={Wang, Zhouxia and Lan, Yushi and Zhou, Shangchen and Loy, Chen Change},
  booktitle={arXiv preprint arXiv:2412.07721},
  year={2024}
  }
                                      

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Journal Papers

• 

  StyleAdapter: A Unified Stylized Image Generation Model

  Zhouxia Wang, Xintao Wang, Liangbin Xie, Zhongang Qi, Ying Shan, Wenping Wang, and Ping Luo,
  IJCV, 2024.
  

  • [PDF]
  • [BibTeX]

  @article{wang2024styleadapter,
  title={StyleAdapter: A Unified Stylized Image Generation Model},
  author={Wang, Zhouxia and Wang, Xintao and Xie, Liangbin and Qi, Zhongang and Shan, Ying and Wang, Wenping and Luo, Ping},
  journal={International Journal of Computer Vision},
  pages={1--18},
  year={2024},
  publisher={Springer}
  }
                                      

• 

  Analysis and Benchmarking of Extending Blind Face Image Restoration to Videos

  Zhouxia Wang, Jiawei Zhang, Xintao Wang, Tianshui Chen, Ying Shan, Wenping Wang, and Ping Luo,
  TIP, 2024.
  

  • [PDF]
  • [Project]
  • [BibTeX]

  @ARTICLE{wang2024analysis,
  author={Wang, Zhouxia and Zhang, Jiawei and Wang, Xintao and Chen, Tianshui and Shan, Ying and Wang, Wenping and Luo, Ping},
  journal={IEEE Transactions on Image Processing}, 
  title={Analysis and Benchmarking of Extending Blind Face Image Restoration to Videos}, 
  year={2024},
  volume={33},
  number={},
  pages={5676-5687},
  doi={10.1109/TIP.2024.3463414}
  }

• 

  RestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value Pairs

  Zhouxia Wang, Jiawei Zhang, Tianshui Chen, Wenping Wang, and Ping Luo
  TPAMI, 2023.
  

  • [PDF]
  • [Code]
  • [Demo]
  • [BibTeX]

  @article{wang2023restoreformer++,
  title={RestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value Paris},
  author={Wang, Zhouxia and Zhang, Jiawei and Chen, Tianshui and Wang, Wenping and Luo, Ping},
  booktitle={IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)},
  year={2023}
  }

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Conference Papers

• 

  MotionCtrl: A Unified and Flexible Motion Controller for Video Generation

  Zhouxia Wang, Ziyang Yuan, Xintao Wang, Tianshui Chen, Menghan Xia, Ping Luo, and Ying Shan
  SIGGRAPH Conference, 2024.
  

  • [PDF]
  • [Project]
  • [Code]
  • [Demo 1]
  • [Demo 2]
  • [BibTeX]

  @inproceedings{wang2024motionctrl,
  title={Motionctrl: A unified and flexible motion controller for video generation},
  author={Wang, Zhouxia and Yuan, Ziyang and Wang, Xintao and Li, Yaowei and Chen, Tianshui and Xia, Menghan and Luo, Ping and Shan, Ying},
  booktitle={ACM SIGGRAPH 2024 Conference Papers},
  pages={1--11},
  year={2024}
  }

• 

  RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs

  Zhouxia Wang, Jiawei Zhang, Runjian Chen, Wenping Wang, and Ping Luo
  CVPR, 2022.
  

  • [PDF]
  • [Code]
  • [Demo]
  • [BibTeX]

  @article{wang2022restoreformer,
  title={RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs},
  author={Wang, Zhouxia and Zhang, Jiawei and Chen, Runjian and Wang, Wenping and Luo, Ping},
  booktitle={The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2022}
  }

• 

  Learning a Reinforced Agent for Flexible Exposure Bracketing Selection

  Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, and Jimmy Ren
  CVPR, 2020.
  

  • [PDF]
  • [Code]
  • [BibTeX]

  @inproceedings{Wang2020Learning,
  title={Learning a Reinforced Agent for Flexible Exposure Bracketing Selection},
  author={Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, Jimmy Ren},
  booktitle={CVPR},
  year={2020},
  }

• 

  Deep Reasoning with Knowledge Graph for Social Relationship Understanding

  Zhouxia Wang*, Tianshui Chen*, Jimmy Ren, Weihao Yu, Hui Cheng, and Liang Lin
  IJCAI, 2018.
  

  • [PDF]
  • [Code]
  • [BibTeX]

  @inproceedings{Wang2018Deep,
  title={Deep Reasoning with Knowledge Graph for Social Relationship Understanding},
  author={Zhouxia Wang, Tianshui Chen, Jimmy Ren, Weihao Yu, Hui Cheng, Liang Lin},
  booktitle={International Joint Conference on Artificial Intelligence},
  year={2018}
  }

• 

  Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition

  Tianshui Chen, Zhouxia Wang, Guanbin Li, and Liang Lin
  AAAI, 2018.
  

  • [PDF]
  • [BibTeX]

  @inproceedings{chen2018recurrent,
  title={Recurrent attentional reinforcement learning for multi-label image recognition},
  author={Chen, Tianshui and Wang, Zhouxia and Li, Guanbin and Lin, Liang},
  booktitle={Proceedings of the AAAI conference on artificial intelligence},
  volume={32},
  number={1},
  year={2018}
  }

• 

  Multi-label image recognition by recurrently discovering attentional regions

  Zhouxia Wang*, Tianshui Chen*, Guanbin Li, Ruijia Xu, and Liang Lin
  ICCV, 2017.
  

  • [PDF]
  • [BibTeX]

  @inproceedings{wang2017multi,
  title={Multi-label image recognition by recurrently discovering attentional regions},
  author={Wang, Zhouxia and Chen, Tianshui and Li, Guanbin and Xu, Ruijia and Lin, Liang},
  booktitle={Proceedings of the IEEE international conference on computer vision},
  pages={464--472},
  year={2017}
  }

Academic Services

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