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Jian Cheng

Professor

Director, Joint Lab of Artificial Intelligence and Advanced Computing

National Laboratory of Pattern Recognition
Institute of Automation , Chinese Academy of Sciences


E-mail:

Tel: +(86)-10-82544508
Address: No.95 Zhongguancun East Road, Beijing 100190, China


[        Research         |        Publications         |        Activities         |        Projects         |        Students        ]


 

About me

 

I am currently a professor of Institute of Automation, Chinese Academy of Sciences. I received the B.S. and M.S. degrees in Mathematics from Wuhan University in 1998 and 2001, respectively. After that, I got Ph.D degree in pattern recognition and intelligent systems from Institute of Automation in 2004, Chinese Academy of Sciences. From 2004 to 2006, I have been working as postdoctoral in Nokia Research Center. Then I joined National Lab of Pattern Recognition, Institute of Automation. I have authored or co-authored more than 100 academic papers.

 

Research

 

My research interest mainly lies in machine learning, pattern recognition, computing architecture and chips, data mining.

l  Machine learning and computing methods
      Deep Learning, Acceleration and Compression

Architecture for deep learning

Hashing, Approximate Nearest Neighbor Search

Semi-supervised learning

Indexing, Ranking

 

l  Emerging Applications
      Image/video Search & Recommendation
      Image classification and recognition
      Embedded AI Chip and Systems

 

Awards & Honors

 

l   2010: LU JIAXI Young Talent award, Chinese Academy of Sciences

l   2013: The Winner of ChaLearn Gesture Recognition Challenge

l   2013: The first class prize of Natural Sciences, Chinese Institute of Electronics

l   2013: Best paper candidate, IEEE International Conference on Multimedia and Expo (ICME), July 15-19, USA

l   2015: Ranked the 1st place on Visual Recognition task and 3rd place on Image Retrieval task on MSR-Bing Image Retrieval Challenge @ ACM MM 2015

l   2016: Successfully defended the 1st place on MSR-Bing Image Recognition Challenge (IRC) @ ICME 2016

l   2016: Ranked the 2nd places on track 2 (Accessories Classification) and track 3 (Smile and Gender Classification) of ChaLearn 2016.

l   2016 KDD CUP honorable mention (joint with Prof. Zhenfeng Zhu at Beijing Jiaotong University), ranked 1st place on phase 2 (341 teams).

l   2016 prize paper award honorable mention to our TMM 2013 paper (Peng Li, et al.)

 

Perspective Students & Interns

 

欢迎推免/报考硕士、博士,同时招收少量博士后、实习生和工程师:

 

招生方向:图像与视频分析、集成电路设计与智能分析(参考自动化所2017年招生方向)。

招生要求:专业背景不限。但希望你对科研怀有强烈的兴趣和追求卓越的精神,具备良好的数学基础、编程能力、以及自主学习能力。 

研究问题1、面向海量的网络多媒体数据(图像、视频、文本),研究机器学习和模式识别方法,解决图像与视频内容的分析、检索和推荐等问题。

2、针对深度学习等人工智能方法的密集计算问题,研究和设计高效低耗的计算架构和芯片系统,解决人工智能的普适计算问题。

由于招生数量有限,希望提前跟我联系。

招生主页:http://people.ucas.ac.cn/~chengjian

 


Last updated date: June 18, 2017, by Jian Cheng.