Jeonghoon Park

๐Ÿ‘‹ Welcome

Jeonghoon Park

Undergraduate Researcher ยท Computer Science & Engineering ยท UNIST

I'm an undergraduate student in the Department of Computer Science and Engineering (CSE) at UNIST, currently serving as a research intern at the Ubiquitous AI Lab under the supervision of Prof. Taesik Gong.

I am particularly interested in On-device AI due to its clear benefits for privacy and personalization. My research focuses on running AI efficiently in hardware-constrained environments.

Experience

Ubiquitous AI Lab, UNIST

Ubiquitous AI Lab, UNIST

Undergraduate Research Intern

Ulsan, Republic of Korea

2025.01 โ€“ Present

2025.01 โ€“ Present
  • Supervisor: Prof. Taesik Gong
  • Research on On-Device AI, Human-Centered AI, Adaptive & Personalized AI
  • Authored and submitted a paper to a top-tier CS conference
Topmath

Topmath

Math Instructor

Incheon, Republic of Korea

2021.07 โ€“ 2024.07

2021.07 โ€“ 2024.07
  • Served as a full-time instructor for multiple classes of students aged 14โ€“19
  • Taught 30+ students over 3 years with personalized, level-based instruction
  • Planned lessons and monitored progress to support measurable academic growth

Education

UNIST

UNIST

B.S. in Computer Science and Engineering

Ulsan, Republic of Korea

2020.03 โ€“ Present

2020.03 โ€“ Present
  • Academic Excellence Award โ€“ GPA 4.0+/4.3 (Fall 2024, Spring 2025)
  • Clubs: EarthCops (Soccer โšฝ๏ธ), Unplugged (Band ๐ŸŽธ)

Publications

*:Co-primary authors; โ€ :Co-corresponding authors

Under ReviewUnder Review2026

Topic: Efficient AI Agent

Jeonghoon Park, Mingyu Kim, Hojun Lee, Taesik Gong

Projects

SKiP: SVM with K-nearest neighbor and Probabilistic weighting
PythonSVMKNNMachine Learning
2025.10 โ€“ 2025.12

SKiP: SVM with K-nearest neighbor and Probabilistic weighting

Proposed SKiP, a robust SVM framework integrating K-Nearest Neighbors and Probabilistic weighting to mitigate data outliers.

PIGG: Personalized Interactive GUI Grounding
PythonQwen3-VLLoRALLM
2025.10 โ€“ 2025.12

PIGG: Personalized Interactive GUI Grounding

Developed a Qwen3-VL GUI agent for mobile personalization, showing that LoRA fine-tuning improves performance by adapting to app layouts.

Multi-Agent Drone Exploration
UnityArduinoC#GPS
2025.09 โ€“ 2025.12

Multi-Agent Drone Exploration

Developed a Unityโ€“Arduino drone control system with autonomous multi-agent path planning and automated deployment for collaborative exploration.

Pintos Project
COSSystems Programming
2025.03 โ€“ 2025.06

Pintos Project

Implemented core OS components in Stanfordโ€™s Pintos (threads, syscalls, user programs, VM, and indexed file system) as a two-person project.

Traveling Salesman Problem (TSP) Solver
C++AlgorithmsGraph Theory
2025.05 โ€“ 2025.06

Traveling Salesman Problem (TSP) Solver

Implemented Heldโ€“Karp, MST, and Greedy algorithms with a novel MCMF-based heuristic, evaluating solution quality and runtime across datasets.

Sorting Algorithm Analysis
C++Algorithms
2025.03 โ€“ 2025.04

Sorting Algorithm Analysis

Implemented and benchmarked 12 sorting algorithms, analyzing performance, stability, and memory usage across diverse inputs.

TinyLLM
PythonPyTorchLLMOn-Device AI
2025.01 โ€“ 2025.02

TinyLLM

Explored LLM architectures for resource-constrained environments, analyzing accuracy and inference time across evaluation sets.

One-Year Continuous Problem Solving Challenge
C++AlgorithmsData Structures
2024.01 โ€“ 2024.12

One-Year Continuous Problem Solving Challenge

Solved algorithmic problems daily for 366 consecutive days in 2024, accumulating 1,000+ solutions primarily in C++.

Teaching

Teaching Assistant (TA)

  • Teaching Assistant for Theory Education

    LG Electronics - Living DX Course (LDC)

    2026.01
  • Teaching Assistant for Project-Based Learning (PBL)

    Gyeongnam AI Novatus Academia (6th)

    2025.06-2025.09
  • Teaching Assistant for AI Theory Education

    Ulsan AI Novatus Academia (8th)

    2025.07
  • Teaching Assistant for Theory Education

    LG Electronics - Living DX Course (LDC)

    2025.07
  • Teaching Assistant for AI Theory Education

    Gyeongnam AI Novatus Academia (6th)

    2025.05
  • Teaching Assistant for Project-Based Learning (PBL)

    LG Electronics - Living DX Course (LDC)

    2025.02-2025.03
  • Teaching Assistant for Theory Education

    LG Electronics - Living DX Course (LDC)

    2025.01