JP

Jumyung Park박주명

Undergraduate Researcher

About

Undergraduate researcher studying artificial intelligence, with interests in program induction, geometric deep learning, and representation theory. I'm drawn to problems where abstract structure hides in plain sight—geometric symmetry in program spaces, compositional patterns in reasoning—and seek bridges between distant ideas to ground them into concrete methods. I value initiative, deep discussion, and collaborations that push ideas further than solo work ever could.

Education

Gwangju Institute of Science and Technology (GIST)

2023 — Present

B.S. in EECS · Expected Feb 2027

University of California, Berkeley

Summer 2024

Summer Session · (8 weeks)

University of California, Berkeley

Spring 2025

Berkeley Global Access · (4 months)

Daejeon Dongsin Science High School

2019 — 2023

Research Experience

Research Intern

Sep — Dec 2024, May 2025 — Present

GIST Data Science Lab · Prof. Sundong Kim

Leading a research team on program induction via geometric learning of compositional program spaces. Responsible for ideation, coordination, and writing. Topics include ARC-AGI, geometric deep learning, representation learning, and neuro-symbolic reasoning.

Publications

Composed-Program Induction with Latent Program Lattice

Jumyung Park, Jiwon Park, Jinseo Shim, Sejin Kim, Paulina Vennemann, Sundong Kim

NeurIPS 2025 Workshop on Symmetry and Geometry in Neural Representations (Extended abstract)

Honors & Awards

ROND Scholarship

Mar 2025 — Present

Research Officer of National Defense Cadet Program

Full scholarship for 4 semesters as a selected cadet. Expected to be commissioned as a research officer at the Agency for Defense Development (ADD) upon graduation.

AI for Good Hackathon1st Place

Mar 2024

AWS AI Prize · GIST, AWS, UN

KPMG Ideation Challenge3rd Place

Feb 2024

Office work collaboration platform powered by LLM

GIST Infinite Challenge Project2nd Place

Dec 2023

Gwangju Start-up Competition for Public Data Utilization

Projects

Team Cactus — Graphics-to-Braille Converter

Mar 2024

Accessibility tool converting graphical lecture materials to expressive braille. Integrated image segmentation, classification, captioning, and multi-modal LLM with synthetic data generation.

Team Optima — GitHub for Office Work

Jan — Feb 2024

Collaborative writing platform inspired by Git—modularized and merged natural language documents via LLM for parallel authoring.

Team Mefeto — Democracy Platform

May — Dec 2023

Platform helping citizens draft legitimate law proposals using LLM.

Service

Infoteam

Mar 2023 — Present

Senior Member

Non-profit org building software for GIST students. Former front-end developer of Ziggle (notice platform). Now involved in product management, internal tooling, and external communication.

GIST News

Mar 2023 — Dec 2024

Infographic Designer

Designed infographics for GIST News.

Skills

Languages:Korean (Native)English (TOEFL 106)
Programming:Full-Stack Web-DevPythonJuliaGo