J. Lyle Kim

J. Lyle Kim

Quantum Computing Research Scientist

Global Technology Applied Research, JPMorganChase

Biography

My legal name is Junhyung Kim (김준형) but I usually go by Lyle. I am a Quantum Computing Research Scientist — Sr. Associate at JPMorganChase, Global Technology Applied Research. I obtained a Ph.D in Computer Science from Rice University, where I was advised by Prof. Anastasios Kyrillidis. I also worked closely with Prof. César A. Uribe and Prof. Nai-Hui Chia.

During graduate school, I interned at JPMorganChase hosted by Dr. Marco Pistoia, at MILA – Quebec Artificial Intelligence Institute hosted by Prof. Gauthier Gidel and Prof. Ioannis Mitliagkas, and at Meta (Fundamental AI Research) hosted by Dr. Aaron Defazio.

Before joining Rice, I was a research professional at the University of Chicago Booth School of Business supervised by Prof. Panos Toulis, after receiving bachelor’s degrees in Mathematics and Statistics from the University of Chicago.

Here is my CV, and Google Scholar.

Interests

  • Optimization
  • Quantum computing / algorithms
  • Machine learning

Education

  • Ph.D. in Computer Science, 2019 - 2024

    Rice University

  • B.A. in Mathematics; B.A. in Statistics, 2017

    University of Chicago

[18 Sep 2025] Our paper Fast Zeroth-Order Convex Optimization with Quantum Gradient Methods has been accepted to NeurIPS 2025. Congratulations to all the co-authors!

[22 Jan 2025] Our paper Solving Hidden Monotone Variational Inequalities with Surrogate Losses has been accepted to ICLR 2025. Congratulations to all the co-authors!

[01 Oct 2024] I started working as a Quantum Computing Research Scientist – Sr. Associate at JP Morgan Chase, Global Technology Applied Research center.

[31 Aug 2024] I completed my Ph.D. in Computer Science from Rice University. I am extremely grateful to my advisor Prof. Anastasios Kyrillidis and my committee members Prof. César A. Uribe, and Prof. Nai-Hui Chia.

[03 Jun 2024] I started my quantum computing research internship at JP Morgan Chase under the supervision of Dr. Marco Pistoia.