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Jimin Hong

About

Hi! I am a M.S. student in Computer Science and Engineering at Sogang University, supervised by Prof. Junsuk Choe.

My research focuses on improving the inference efficiency and interpretability of Large Vision-Language Models (LVLM).

Specifically, I am interested in techniques such as token pruning and KV-cache compression. Through analyzing attention behaviors in large vision-language models, I aim to better understand their internal mechanisms and develop more effective inference strategies.

📧 in cv

Educations

🔥 M.S. Student in Computer Science and Engineering

Sogang University, Mar. 2026 - Present

🎓 B.S. in Computer Science and Engineering

Sogang University, Mar.2022 - Feb. 2026

Honors: Cum Laude

Research Interest

● Large Vision-Language Model

● LLM Efficiency

● LVLM Inference

Experience

● Research Assistant in VRL lab

Mar. 2025 - Feb. 2026

Advisor: Prof. Junsuk Choe

Papers

● Survey in Recent Inference Efficiency for Large-Vision Models

Jimin Hong, Junsuk Choe

IPIU 2026

● AI-based Real-time Fitness Posture Correction and Coaching System

Seoa Kim*, Jimin Hong*, Gayeon Lee*, Soyeon Lee*, Hyunsoo Joo*, Youngmin Chung

KSC 2025

● Development of a RAG-Based Chatbot for University Academic Information

Hyeon-Seo Kim*, Yewon Kim*, Jiwoo Lim*, Jimin Hong*, Du-Seong Chang

KCC 2025

Projects

Research Assistant in Proprietary AI Foundation Model Project with. Upstage

● Sep. 2025 - Present

AI-based Home Fitness Posture Correction and Coaching System

● Industry Academic Project, Sogang University

● Sep. 2025 - Dec. 2025

🏆 Second Prize, Sogang Convergence Technology Competition, 2025

RAG-based Chatbot for University Academic Information

● Capstone Design, Sogang University

● Mar. 2025 - June. 2025

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