Sophia Shao

Yakun Sophia Shao

Associate Professor

EECS, UC Berkeley

ysshao [at] berkeley [.] edu


Cory 570, Berkeley, CA 94720


[CV] [Google Scholar]
I am an Associate Professor at the Electrical Engineering and Computer Sciences department of University of California, Berkeley. My research interests are in the area of computer architecture, with a special focus on specialized accelerator, heterogeneous architecture, and agile VLSI design methodology. Previously, I was a Senior Research Scientist at NVIDIA Research and received my Ph.D. degree in 2016 from Harvard University.

My work has been awarded Distinguished Artifact Awards at ISCA 2023 and 2024, the Best Paper Award at DAC 2021, the Best Paper Award at JSSC 2020, a Best Paper Award at MICRO 2019, Top Picks in Computer Architecture (2023, 2014), and Honorable Mentions (2019*2). My Ph.D. dissertation was nominated by Harvard for ACM Doctoral Dissertation Award. I am a recipient of the 2024 Anita Borg Early Career Award, a Sloan Research Fellowship, an NSF CAREER Award, the 2022 IEEE TCCA Young Computer Architect Award, a Google Faculty Rising Stars Award in Systems Research, a Google Research Scholar Award, a Facebook Research Award, an Okawa Foundation Research Grant, and the inaugural Dr. Sudhakar Yalamanchili Award.

I am looking for motivated Ph.D. and M.S. students, postdoctoral scholars, and undergraduate researchers. If you are interested, please email me with a copy of your CV to start a conversation. If you are an undergraduate student at Berkeley interested in doing research, please fill out this interest form.
Education
Harvard University, Cambridge, MA
Ph.D. in Computer Science
Sept 2009 - May 2016
Harvard University, Cambridge, MA
Master of Science in Computer Science
Sept 2009 - May 2014
Zhejiang University, China
Bachelor of Electrical Engineering
Sept 2005 - May 2009
Professional Experience
Associate Professor
UC Berkeley, Berkeley, CA
July 2024 -
Assistant Professor
UC Berkeley, Berkeley, CA
Aug 2019 - Jun 2024
Senior Research Scientist
NVIDIA, Santa Clara, CA
Oct 2018 - July 2019
Research Scientist
NVIDIA, Santa Clara, CA
July 2016 - Sept 2018
Research Intern
IBM T.J. Watson Research Center, Yorktown Heights, NY
July 2015 - Sept 2015
Research Intern
IBM T.J. Watson Research Center, Yorktown Heights, NY
July 2014 - Sept 2014
Research Intern
Intel Labs, Santa Clara, CA
June 2012 - Sept 2012
Recent News
11/2024: Hasan presents our work on Stellar, an automatic dense and sparse accelerator generator, at MICRO 2024.
11/2024: We organized a Chipyard, FireSim, and Gemmini tutorial at MICRO'2024.
09/2024: Our collaborative work on KVQuant, KV cache quantization for long context LLM inference, is accepted at NeurIPS. Congrats all!
09/2024: Our collaborative work on DiffuseLoco, real-time legged locomotion control with diffusion model, is accepted at CoRL. Congrats all!
07/2024: Our work on Stellar, an automated flow for dense/sparse accelerator design, is accepted at MICRO. Congrats all!
07/2024: Sophia is promoted to Associate Professor w/ Tenure. Thanks all for your support!
06/2024: Congrats to the FireAxe team for winning an ISCA Distinguished Artifact Award!
06/2024: Sophia wins the 2024 Anita Borg Early Career Award. Thanks all for your support!
05/2024: The SLICE and BWRC summer retreats went well. Thanks all for the support and feedback!
04/2024: Sophia is elevated to the grade of ACM Senior Member. Thanks all for your support!
03/2024: Our work on partitioned RTL simulation via multiple FPGAs is accepted at ISCA. Congrats all!
02/2024: Sophia receives a Sloan Research Fellowship. Thanks all for the support!
02/2024: Sophia gives a tutorial at ISSCC'2024.
01/2024: Our work on virtualized accelerator interface is selected as an IEEE Micro Top Pick in 2023. Congrats all!