Shengjun Kris Dong

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About Me

Hi there! I am Kris, a Ph.D. student in the EECS department at UC Berkeley, majoring in computer architecture. I have the pleasure of being advised by Prof. Sophia Yakun Shao and Prof. Christopher W. Fletcher.

My research focuses on enabling efficient AI on resource-constrained SoCs. I am particularly interested in domain-specific acceleration, heterogeneous SoC integration, and hardware-software co-design for cyber-physical systems. Recently, I developed RoSÉ, a unified simulation platform for pre-silicon, full-stack, closed-loop evaluation of robotic SoCs, as part of my work on agile design flows for domain-specific accelerators.

I have over 3 years of industry experience othrough internships and full-time roles, having worked as a Software Engineer at Tesla and a Product Manager at Amazon. Additionally, I have 6+ years of programming experience involving hardware architecture design, large-scale system development, and full-stack software development.

Recent News

October 29, 2023

We organized a half-day tutorial on RoSÉ at MICRO!

August 14, 2023

I was granted with a EECS Departmental Ph.D. Fellowship by University of California, Berkeley!

June 19, 2023

We won the ISCA Distinguished Artifact Award! (BWRC News)

June 19, 2023

Our work was accepted by and was presented at ISCA!

Mar 24, 2023

I was featured on UC Berkeley EECS Department Medium!

Mar 10, 2022

Our work was accepted by and was presented at RoboARCH Workshop at IEEE MICRO!

Mar 10, 2022

Our work was presented at ILLIXR Consortium! (Additional info & Recording)

Journal and Conference Publications

ISCA

RoSÉ: A Hardware-Software Co-Simulation Infrastructure Enabling Pre-Silicon Full-Stack Robotics SoC Evaluation

ISCA Distinguished Artifact Award

ISCA '23: 50th Annual International Symposium on Computer Architecture

Dima Nikiforov, Kris Shengjun Dong, Chengyi Lux Zhang, Seah Kim, Borivoje Nikolic, Yakun Sophia Shao

R-AL

Certifiable Deep Learning for Reachability using a new Lipschitz Continuous Value Function

IEEE Robotics and Automation Letters

Jingqi Li, Donggun Lee, Jaewon Lee, Kris Shengjun Dong, Somayeh Sojoudi, Claire Tomlin

 

Workshop Publications

LAD 24

LLM-Aided Compilation for Tensor Accelerators

LAD '24: IEEE International Workshop on LLM-Aided Design

Charles Hong, Sahil Bhatia, Altan Haan, Kris Shengjun Dong, Dima Nikiforov, Alvin Cheung, Sophia Shao

MICRO 23

Design, Simulation, and Evaluation of Hardware for Full Stack Robotics Systems

MICRO '23:IEEE/ACM International Symposium on Microarchitecture

2nd RoboARCH Workshop, MICRO, IEEE, 2023.

Dima Nikiforov, Kris Shengjun Dong, Borivoje Nikolic, Yakun Sophia Shao.

MICRO 22

DryDock: A Co-Simulation Platform Enabling System-Level Pre-Silicon Evaluation of Robotics SoCs

MICRO '22: IEEE/ACM International Symposium on Microarchitecture

1st RoboARCH Workshop Presentation, MICRO, IEEE, 2022.

Dima Nikiforov, Kris Shengjun Dong, Borivoje Nikolic and Yakun Sophia Shao

 

Tutorials and Talks

MICRO 22

RoSÉ Tutorial

MICRO '23:IEEE/ACM International Symposium on Microarchitecture

Oral Presentation, MICRO, IEEE, 2023.

Dima Nikiforov, Kris Shengjun Dong, Borivoje Nikolic and Yakun Sophia Shao.

A Co-Simulation Platform Enabling System-Level Pre-Silicon Evaluation of Robotics SoCs

ILLIXR Consortium at University of Illinois at Urbana-Champaign

Oral Presentation, ILLIXR Consortium, University of Illinois at Urbana-Champaign, 2022.

Dima Nikiforov, Kris Shengjun Dong, Borivoje Nikolic and Yakun Sophia Shao.

 

Ongoing Work

slice

Design Space Exploration of Embedded SoC Architectures for Real-Time Optimal Control

Kris Shengjun Dong, Dima Nikiforov, Widyadewi Soedarmadji, Minh Nguyen, Christopher Fletcher, Yakun Sophia Shao.

Teaching

FHL

Lecturer

May 2023 - Sep 2023

I led a new lecture series "Introduction to Embedded Systems and Edge ML" at UC Berkeley's Summer Campaign, Robot Open Autonomous Racing (ROAR) Academy. Job duty includes but is not limited to designing curriculum, and organizing the program and organized lab sections, introducing high school students to machine learning, robotic prototyping and embedded systems programming on edge devices.

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Working Experience

tesla

System Engineer

Dec 2021 - Dec 2022

At Tesla, I contributed to enabling vehicle remote control for long-distance tele-operation with confidential, unreleased features. Additionally, I optimized user flows for Tesla's human-machine interface by re-architecting the notification stack and enhancing the vehicle range analysis portal, improving efficiency and satisfaction for 3.6 million users.

amazon

Project Manager

Sep 2020 - Sep 2021

At Amazon, I initiated the "Alexa for Fulfillment Center" project, enabling Alexa to assist warehouse associates in completing tasks with appropriate instructions. Collaborating with Amazon’s Alexa (Speech) team, I defined project requirements to guide development and deployment efforts and conducted prototype evaluation using real-world data in diverse noisy warehouse environments.

Education

University of California, Berkeley

University of California, Berkeley

Ph.D. in Electrical Engineering and Computer Sciences

2022 - 2027

Master in Electrical Engineering and Computer Sciences

2021 - 2022

University of Massachusetts Amherst

University of Massachusetts Amherst

Bachelor of Science in Computer Science

Bachelor of Science in Mathematics

Bachelor of Business Administration in Finance

2016 - 2020

Mentoring

Mentor

I’ve had the privilege of working with some brilliant undergraduate students:

Minh Nguyen (Fall 2023 - Present): Undergraduate at UC Berkeley -> MS in EECS at UC Berkeley

Widyadewi Soedarmadji (Winter 2023 - Present): Undergraduate at UC Berkeley -> PhD in CS at Tsinghua University

Chun Deng (Jan 2023 - Winter 2023): Undergraduate at UC Berkeley -> PhD at Stanford University

Yuxin Jin (Summer 2024): Undergraduate at Tsinghua University -> Visiting Researcher at UC Berkeley

Volunteering

WOI

Tech Lead

Women of Isenberg Conference

I led a team of nine students and four advisors for the 8th- 9th Annual Women of Isenberg Conference, including virtual seminars and workshops, successfully raising $70,000 and maintaining brand identity through various promotional activities.

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Tesla_Career

Organizer

Tesla Career Day

I coordinated career fairs and networking events to promote company culture and career opportunities, mentored students, and engaged with local colleges and community organizations to build candidate pipelines.

Hacker413

Director

Hack(H)er413

I directed a team to organize hackathons with diverse workshops and panels, supporting a community of over 1300 women and non-binary individuals in technology.

ARPS

Organizer

VELA Program of Amherst Regional Middle School

At the VELA Program of Amherst Regional Middle School, I organized afterschool clubs, assisted with curriculum implementation and homework support, monitored student progress, and participated in weekly reflection sessions and program evaluation.