Wu Zheng Ph.D. Student The Chinese University of Hong Kong Email: zheng-w10 [at] foxmail [dot] com [Google Scholar]   [GitHub]

About Me

I am currently a second year Ph.D. student in the Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), supervised by Prof. Chi-Wing Fu. Before that, I received my Bachelor's degree from the Department of Automation, Tsinghua University, and my Master's degree from the Institute of Automation, Chinese Academy of Sciences (CASIA).

My research interests focus on computer vision and pattern recognition, especially the 3D object detection and scene understanding in autonomous driving scenarios.

News

• Looking For: FYP Student/Summer Intern/Student Helper with strong self-motivation and research passion, for publication of high-quality papers, with monthly remuneration for incentive.


• [12/2020] One paper was accepted by AAAI 2021.
• [09/2020] My supervised summer intern won the Best Project Award.

Publications

CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud Wu Zheng, Weiliang Tang, Sijin Chen, Li Jiang, Chi-Wing Fu Association for the Advancement of Artificial Intelligence (AAAI), 2021. [PDF]   [Bibtex]   [Code]

@misc{zheng2020ciassd,
      title={CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud},
      author={Wu Zheng and Weiliang Tang and Sijin Chen and Li Jiang and Chi-Wing Fu},
      year={2020},
      eprint={2012.03015},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

2019 & Before

Relational Network for Skeleton-based Action Recognition Wu Zheng, Lin Li, Zhaoxiang Zhang, Yan Huang, Liang Wang IEEE International Conference on Multimedia and Expo (ICME), Oral, 2019. [PDF]   [Bibtex]

@inproceedings{zheng2019relational,
  title={Relational network for skeleton-based action recognition},
  author={Zheng, Wu and Li, Lin and Zhang, Zhaoxiang and Huang, Yan and Wang, Liang},
  booktitle={2019 IEEE International Conference on Multimedia and Expo (ICME)},
  pages={826--831},
  year={2019},
  organization={IEEE}
}

Weakly-Supervised Object Localization by Cutting Background with Deep Reinforcement Learning Wu Zheng, Zhaoxiang Zhang Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2018. [PDF]   [Bibtex]

@inproceedings{zheng2018weakly,
  title={Weakly-Supervised Object Localization by Cutting Background with Deep Reinforcement Learning},
  author={Zheng, Wu and Zhang, Zhaoxiang},
  booktitle={Pacific Rim International Conference on Artificial Intelligence},
  pages={210--218},
  year={2018},
  organization={Springer}
}

Accelerating the Classification of Very Deep Convolutional Network by A Cascading Approach Wu Zheng, Zhaoxiang Zhang International Conference on Pattern Recognition (ICPR), 2018. [PDF]   [Bibtex]

@inproceedings{zheng2018accelerating,
  title={Accelerating the Classification of Very Deep Convolutional Network by A Cascading Approach},
  author={Zheng, Wu and Zhang, Zhaoxiang},
  booktitle={2018 24th International Conference on Pattern Recognition (ICPR)},
  pages={355--360},
  year={2018},
  organization={IEEE}
}

Supervision and Teaching

• Supervision
  

  Summer Intership: Tang Weiliang, Chen Sijin (won the Best Project Award from Engineering Faculty)
  Final Year Project (FYP): Tang Weiliang

• Teaching Assistant at CUHK
  

  CSCI3251: Engineering Practicum
  AIST1000: Introduction to Artificial Intelligence and Machine Learning
  ESTR1002: Problem Solving By Programming

Professional Activities

• Conference Reviews: CVPR'21