Cheyon Jin

Hi! I'm a research intern at Vision & Learning Lab in Seoul National University, under the supervision of Gunhee Kim.

My research interest lies in Natural Language Processing (NLP), particularly in advancing large language models toward human-like cognition, with a focus on reasoning, reinforcement learning, and multimodal systems to address both foundational challenges and practical applications.

Email  /  CV  /  Google Scholar  /  LinkedIn

Education

Seoul National University (SNU) Mar. 2021 – Feb. 2025 (expected)
B.S., Computer Science and Engineering
- CGPA: 4.13/4.3 (3.96/4.0)

Korea Minjok Leadership Academy (KMLA) Mar. 2018 – Feb. 2021
Graduated Valedictorian of the Science Program
- CGPA: 4.0/4.0, Awarded In-school Gifted Student Scholarship for all three years.

Publications

Comparing Multiple Candidates (CMC) framework addresses the issue of error propagation from bi-encoders and expensive cross-encoders by comparing a query and multiple embeddings of similar candidates (i.e., neighbors) through shallow self-attention layers, delivering rich representations contextualized to each other.

Research Experience

SNU Vision and Learning Lab Mar. 2024 – Present
Undergraduate Intern (Advisor: Prof. Gunhee Kim)

Projects
1) Intelligent Docent Service for Information Vulnerable Audiences (09/2024-Present)
2) Observation-Behavior-Aware Rewards from Video Language Models (03/2024-08/2024)
3) Paragraph Segmentation Model with LLM Fine-tuning (03/2024-05/2024)

SNU Undergraduate Research Opportunity Program (UROP) Jan. 2024 – Feb. 2024
Participant (Advisor: Prof. Sang-goo Lee)

SNU Structure & Knowledge Injection into Machine Learning Lab Jun. 2023 – Jan. 2024
Undergraduate Intern (Advisor: Prof. Jay-yoon Lee)

Professional Experience

IMM Investment, Seoul, Korea Jan. 2013 – Feb. 2023
Research Analyst, Venture Investment Division

NC Soft AI R&D Group, Seoul, Korea Jan. 2022 – Feb. 2022
Intern, Vision AI Lab Human Pose Team

Awards and Honors

Presidential Science Scholarship, Ministry of Science and ICT 2021 – Present

Grand Prize, The 2nd SNU X Hansot Business Contest Nov. 2023

KMLA Dasan-Award (Ranked #1 in the Science Program) Feb. 2021

National Athlete Nominee, Korean Chemistry Olympiad 2020

Gold Prize, The 33rd Korean Mathematical Olympiad 2019

Grand Prize, The 38th Korean Mathematics Competition High School Group 2018

This website is built with Jon Barron's template.