Mike He's Homepage

Mike (Deyuan) He

Bio

I am a second-year Ph.D. student at the Department of Computer Science, Princeton University.

Before joining Princeton, I did my undergraduate at Paul G. Allen School of Computer Science & Engineering. I was privileged to be advised by and work with Prof. Zachary Tatlock, Dr. Steven Lyubomirsky and all other members in the PLSE and SAMPL group.

I am interested in all aspects of Programming Languages (PL), and I specifically focus on improving programming tools (e.g. compilers) leveraging PL techniques such as term rewriting and formal verification.

My name is pronunced as /xɤˊ/ /tɤˊ/ /ɥœnˊ/. I would also like to be called as Mike.

Resume | Github | Twitter | LinkedIn

Research Interests

Programming Languages, Formal Methods, Compilers

Contact

mikehe [at] princeton.edu

Address

CS Building 244 & Friend Center for Engineering Education

News

May 2023: I will be presenting our work on improving extraction for e-graphs at PLDI EGRAPHS workshop

Publications / Pre-prints

Improving Term Extraction with Acyclic Constraints
Mike He, Haichen Dong, Sharad Malik, Aarti Gupta
PLDI EGRAPHS 2023 Workshop

Application-Level Validation of Accelerator Designs Using a Formal Software/Hardware Interface
Bo-Yuan Huang, Steven Lyubomirsky, Yi Li, Mike He, Thierry Tambe, Gus Henry Smith, Akash Gaonkar, Vishal Canumalla, Gu-Yeon Wei, Aarti Gupta, Zachary Tatlock, Sharad Malik
[Pre-print]

Dynamic Tensor Rematerialization
Marisa Kirisame^*, Steven Lyubomirsky^*, Altan Haan^*, Jennifer Brennan, Mike He, Jared Roesch, Tianqi Chen, Zachary Tatlock.
(*: Equal contribution)
Spotlight Paper at ICLR 2021
[ArXiv]

From DSLs to Accelerator-Rich Platform Implementations: Addressing the Mapping Gap
Bo-Yuan Huang^*, Steven Lyubomirsky^*, Thierry Tambe^*, Yi Li, Mike He, Gus Henry Smith, Gu-Yeon Wei, Aarti Gupta, Sharad Malik, Zachary Tatlock.
(*: Equal contribution)
ASPLOS LATTE 2021 Workshop

Talks & Presentations

Towards automated super-optimization for Taichi using Equality Saturation, Jan 2023 at Taichi Graphics
Efficient E-Graph Extraction via Linear Programming, COS 521 Project Presentation
Pyrope: towards correct-by-construction hardware modeling in Python/HeteroCL, June 2022 at Intel Labs
Correct & Flexible Compiler Support for Custom Accelerators, September 2021 at SRC ADA Center
From DSLs to Accelerator-rich Platform Implementations: Addressing the mapping gap, September 2021 at Intel (jointly presented with Steven S. Lyubomirsky)

Professional Service

MLSys’23 Artifact Evaluation
MICRO’21 Artifact Evaluation

Teaching

COS 516: Automated Reasoning about Software (Fall 23)
CSE 505: Principle of Programming Languages (Spring 21), Teaching Assistant (Grading & Lecture / Homework Dev)

Award

CRA Outstanding Undergraduate Researcher Award 2022, Honorable Mention

Trivia

I love classical music and enjoy playing the violin. I've been playing the violin for 0x13 years. I passed the Level 9 test certified by the Central Conservatory of Music when I was in middle school. Some recordings are available @ Bilibili
I was a part-time translator / proofreading editor in Gawr Gura’s Chinese fansub team. Gura is a Virtual Youtuber affiliated with Hololive EN.

See More At...

GitHub