Publications


BAM! Just Like that, Simple and Efficient Parameter Upcycling for Mixture of Experts

Qizhen Zhang, Nikolas Gritsch, Dwaraknath Gnaneshwar, Simon Guo, David Cairuz, Bharat Venkitesh, Jakob Foerster, Phil Blunsom, Sebastian Ruder, Ahmet Üstün, Acyr Locatelli

NeurIPS 2024, NGSM (Spotlight) & ES-FoMo-II Workshop at ICML 2024

Parallelism in Bundle Adjustment for SLAM

Simon Zirui Guo, Yakun Sophia Shao

ACM SRC at MICRO 2022

Gemmini: An Open-Source, Full-System DNN Accelerator Design and Evaluation Platform

Hasan Genc, Seah Kim, Vadim Vadimovich Nikiforov, Simon Zirui Guo, Borivoje Nikolić, Krste Asanović, Yakun Sophia Shao

OSCAR workshop at ISCA 2022

D3: A Dynamic Deadline-Driven Approach for Building Autonomous Vehicles

Ionel Gog, Sukrit Kalra, Peter Schafhalter*, Joseph E. Gonzalez, Ion Stoica
* worked as undergraduate research assistant for author

EuroSys 2022

Talks

  • Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration. Tutorial at MLSys 2022 and IISWC 2021.

Awards

  • UC Berkeley EECS Arthur M. Hopkin Award (2021-2022) - outstanding Electrical Engineering undergraduate
  • Apple-UC Berkeley New Silicon Initiative Class Award (2022) - for CS 152 Computer Architecture and Engineering
  • Apple-UC Berkeley New Silicon Initiative Class Design Contest Award (2021) - for CPU design project in EECS 151 Digital Design & Integrated Circuit
  • Tau Beta Pi (TBP) National Engineering Honor Society - CA-A Chapter
  • IEEE-Eta Kappa Nu (HKN) National Electrical Engineering Honor Society - Mu Chapter Officer
  • UC Berkeley Regents’ and Chancellor’s Scholarship (2019)
  • Consumer Electronics Show (2019) Innovation Award in Fitness, Sports, and Biotech - with the Interaxon Team for our work on Muse 2
  • Second Place Overall at Product Hunt Global Hackathon 2017 - out of 8000+ submissions for our work on Sweetbud
  • Winner at Hack the North 2017 - out of 250+ teams at Canada's largest hackathon
  • Second Place at SXSW Student Startup Madness 2018 - out of 64 college startups
  • Third Place Overall at TechCrunch Shenzhen Hackathon 2017

Special thanks to

I like especially like to thank the following individuals for kindness and mentorship that guided me through my journey.