me

Yongming Shen

沈勇明

Curriculum Vitae


I am a PhD student in Computer Science at Stony Brook University. I joined Stony Brook in Fall 2013. Currently I'm working with Prof. Mike Ferdman in COMPAS Lab.


Research

My main research project is to design FPGA-based accelerators for Convolutional Neural Networks. I'm also participating in projects that design computer architectures for data center workloads. In general, I am interested at computer architecture and operating system related topics.


Publications

Maximizing CNN Accelerator Efficiency Through Resource Partitioning. Yongming Shen, Michael Ferdman, and Peter Milder. 44th International Symposium on Computer Architecture (ISCA), 2017. [pdf]

Escher: A CNN Accelerator with Flexible Buffering to Minimize Off-Chip Transfer. Yongming Shen, Michael Ferdman, and Peter Milder. 25th IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2017. [pdf]

Overcoming Resource Underutilization in Spatial CNN Accelerators. Yongming Shen, Michael Ferdman, and Peter Milder. 26th International Conference on Field Programmable Logic and Applications (FPL), 2016. [pdf]

Demystifying Cloud Benchmarking. Tapti Palit, Yongming Shen, and Michael Ferdman. 2016 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2016. [pdf]

Architectural Support for Dynamic Linking. Varun Agrawal, Abhiroop Dabral, Tapti Palit, Yongming Shen, and Michael Ferdman. 20th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2015. [pdf]

Temporal Stream Branch Predictor. Yongming Shen and Michael Ferdman. JWAC-4: Championship Branch Prediction workshop (in conjunction with ISCA'14), 2014. [pdf]

Education

  • Ph.D. in Computer Science, Stony Brook University, 2013 - now
  • M.E. in Computer Systems Organization, South China University of Technology, 2008 - 2011
  • B.E. in Computer Science and Technology, South China University of Technology, 2004 - 2008

  • Work Experience

    Deep Learning Architect Intern, NVIDIA Corporation, 05/2017 - now

    Software Engineering Intern, Cavium, Inc., 06/2015 - 08/2015

    Contact

    yoshen AT cs DOT stonybrook DOT edu



    Copyright © 2016 by Yongming Shen