Janghwan Kim

Graduate Research Assistant @ EffAI Lab

janghwan [AT] edu.hanbat.ac.kr

Bio

I'm a Graduate Student at Hanbat National University, advised by Prof. Yunho Jeon. My research interests center on efficiency and personalization in AI systems, with a particular focus on computer-use and multimodal agents that can adapt to individual users.

I'm interested in developing agents that enable users to interact with digital environments through natural language, carrying out real-world tasks in ways that are both practical and personalized.

Publications

* indicates equal contribution.

Diffusion Language Model based Korean Multi-Vector Retrieval Model

Seungjae Jeon, Donghyeok Koh, Janghwan Kim, Seungwon Yang, Seunghoon Na, Taehoon Kim, Cheoneum Park

KICS 2026

Paper

LLM-A* Path Planning on Public Transportation Graphs

Janghwan Kim*, Eunho Shin*, Seungjae Jeon*, Yunho Jeon, Cheoneum Park

KCC 2025, Outstanding Paper Award (Undergraduate)

Paper

Diffusion Language Model based Korean Multi-Vector Retrieval Model

Seungjae Jeon, Donghyeok Koh, Janghwan Kim, Seungwon Yang, Seunghoon Na, Taehoon Kim, Cheoneum Park

KICS 2026

Paper

Evaulating Local Confidence on Korean Reasoning LLMs

Janghwan Kim, Yunho Jeon, Cheoneum Park

KSC 2025

Paper

LLM-A* Path Planning on Public Transportation Graphs

Janghwan Kim*, Eunho Shin*, Seungjae Jeon*, Yunho Jeon, Cheoneum Park

KCC 2025, Outstanding Paper Award (Undergraduate)

Paper

Lightweight Vision Transformer with Token-wise Dense Connectivity

Janghwan Kim, Yunho Jeon

IEIE 2025

Paper

Real-Time Fall Detection Algorithm Based on Edge Devices

Seoyeon Kim, Janghwan Kim, Yunho Jeon

IEIE 2025

Paper

Real-Time Electric Vehicle Charging Station Parking Slot Recognition System Based on Edge Devices

Seoyeon Kim, Janghwan Kim, Eunho Shin, Yujin Lee, Kyungeun Jin, Yunho Jeon

KICS 2025

Paper

A Walking Assistance System for the Visually Impaired on Edge Device

Janghwan Kim, Yujin Lee, Yunho Jeon

KICS 2025

Paper

Deep Voice Detection using Audio Embeddings from CLAP Model

Janghwan Kim, Eunho Shin, Yujin Lee, Yunho Jeon

IEIE 2024

Paper

Vitæ

Full Resume in PDF.

Janghwan Kim
janghwan [AT] edu.hanbat.ac.kr