Jiecao Yu 俞杰草

Ph.D. Candidate

University of Michigan - Ann Arbor

Email: jiecaoyu [AT] umich [DOT] edu


[About Me] | [Education] | [Publications] | [Experiences] | [Links]


About Me

I am currently a third-year Ph.D. student at University of Michigan - Ann Arbor, working with Prof. Scott Mahlke in the Computer Engineering Laboratory (CELAB). Before joining UMich in August 2014, I received my B.Eng. degree of Electrical Engineering in Zhejiang University, China.

I am interested in research opportunities (e.g., internships) related to acceleration and low-power design of machine learning algorithms, keyword spotting and deep learning. If you need more information about my current work with Deep Neural Networks (DNNs), please Contact Me.

My CV is available here.


Education

-  Ph.D. Candidate, Computer Science & Engineering, 08/2014-Present
   Advisor: Prof. Scott Mahlke
   University of Michigan, Ann Arbor, MI

-  M.S. Computer Science & Engineering, 08/2014-12/2015
   University of Michigan, Ann Arbor, MI
   Cumulative GPA: 4.00/4

-  B.Eng. Electronic & Information Engineering, 08/2010-06/2014
   Honored Minor, Advanced Honor Class of Engineering Education (ACEE)
   Zhejiang University, Hangzhou, China
   Cumulative GPA: 3.99/4


Publications

Conferences

[1]  Jiecao Yu, Andrew Lukefahr, David Palframa, Ganesh Dasika, Reetuparna Das, Scott Mahlke. "Scalpel: Customizing DNN Pruning to the Underlying Hardware Parallelism". The 44th International Symposium on Computer Architecture (ISCA-44), Jun, 2017
[ paper | slides | code ]
(The code is currently unavilable due to the licensing term. Please contact jiecaoyu@umich.edu if necessary.)

Workshops

[2]  Jiecao Yu, Andrew Lukefahr, Shruti Padmanabha, Reetuparna Das, Scott Mahlke. "Adaptive Cache Partitioning on a Composite Core". The PRISM-3 Workshop at ISCA-42, Jun, 2017
[ paper | slides ]


Experiences

-  ARM Inc.   05/2017-07/2017
   Research Intern, Manager: Dr. Ganesh Dasika
   Austin, TX

-  ARM Inc.   06/2016-08/2016
   Research Intern, Manager: Dr. David Palframan
   Austin, TX

-  University of Southern California   07/2013-09/2013
   Research Intern, Advisor: Prof. Melvin Breuer †2017
   Los Angeles, CA


Links

Google Citation   |   LinkedIn   |   Reading List   |   Github


           


.   Last updated: May, 2017