Zhang Jian

Computer science PhD, senior research engineer.

zhangjianmonk@gmail.com | zjmonk | Zhang Jian

Currently

I’m working as senior research engineer in Huawei company, where I develop deep learning algorithm to do 3D reconstruction, especially 3D face reconstruction.

Employment

2018.7 - now
Huawei Technologies Co., Ltd. Senior reserch engineer.

Education

2012.9 - 2018.7
Peking University Ph.D. in Computer Science

2008.9 - 2012.7
Peking University Bachelor in Computer Science

Publication

Jian Zhang, Yuxin Peng and Mingkuan Yuan, “SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network”, IEEE Transactions on Cybernetics (TCYB), DOI:10.1109/TCYB.2018.2868826, 2018.

Jian Zhang and Yuxin Peng, “Query-adaptive Image Retrieval by Deep Weighted Hashing”, IEEE Transactions on Multimedia (TMM), Vol. 20, No. 9, pp. 2400-2414, Sep. 2018.

Jian Zhang and Yuxin Peng, “SSDH: Semi-supervised Deep Hashing for Large Scale Image Retrieval”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI: 10.1109/TCSVT.2017.2771332, 2017.

Jian Zhang, Yuxin Peng, and Mingkuan Yuan, “Unsupervised Generative Adversarial Cross-modal Hashing”, 32th AAAI Conference on Artificial Intelligence (AAAI), pp. 539-546, New Orleans, Louisiana, USA, Feb. 2–7, 2018.

Yuxin Peng, Jian Zhang, Xin Huang, et, al., “PKU-ICST at TRECVID 2015:Instance Search Task”, TRECVID, Gaithersburg, MD, USA, Nov. 16-18, 2015.

Yuxin Peng, Jian Zhang, Panpan Tang, et, al., “PKU-ICST at TRECVID 2014:Instance Search Task”, TRECVID, Orlando, Florida, USA, Nov. 10-12, 2014.

Yuxin Peng, Xiaohua Zhai, Jian Zhang, et, al., “PKU-ICST at TRECVID 2013:Instance Search Task”, TRECVID, Gaithersburg, MD, USA, Nov. 20-22, 2013.

Patent

Yuxin Peng, Yunbo Peng, Jian Zhang, High dimensional indexing method based on locality sensitive hashing for large scale multimedia data. Patent No: ZL201410356941.9

Yang Wang,Jian Zhang,Yuxin Peng, An automatic detection and recognition method for scroll caption in video. Patent No: ZL201410503515.3

Shirong Zhao, Jian Zhang, Yuxin Peng, A high dimensional hashing structure based on B+ tree for image retrieval. Patent No: ZL201610066757.X

Shirong Zhao, Jian Zhang, Yuxin Peng, A multi-index hashing method based on disk storage for image retrieval. Application No: 201610101397.2

Integrating Skills

  • Computer language: C++, python, matlab, C#
  • Professional knowledege: Data structures and algorithms, computer vision, image and video retrieval, deep learning, machine learning

Awards

  • First prize of Beijing Science and Technology Award for Technological Invention (Ranking 5th), 2016
  • Excellent Student of Institute of computer science & technology of Peking University, 2014-2016
  • Freshman Scholarship of Institute of computer science & technology of Peking University, 2012
  • Wang Xuan Scholarship, 2012

Personal interests

  • Chinese calligraphy
  • Games, mostly on steam & PS4
  • Anime, favourite one is Cowboy bebop.
  • Badminton, haven’t played for a long time, but I think I still got it