Biography
Greetings 🤗! I'm a graduate student at the Graduate School of AI at Seoul National University, under the supervision of Prof. Byoung-Tak Zhang. Previously, I received my Bachelor's Degree from Sogang University in Computer Science.
I am focused on developing machine learning algorithms aimed at constructing robust physical intelligence systems through multimodal representation learning. By integrating diverse data modalities into a unified representation space, my goal is to enable these systems to interpret and interact with real-world environments more effectively.
Interests
- 🔗 Multimodal Fusion
- 🧠 Physical Intelligence
- 🤖 Robot Learning Paradigm
- 🌍 Real World Interaction
Education
Publication
CLIP-RT : Learning Language-Conditioned Robotic Policies from Natural Language Supervision
Gi-Cheon Kang, Junghyun Kim, Kyuhwan Shim, Jun Ki Lee, Byoung-Tak Zhang
3rd Workshop on Language and Robot Learning (LangRob) @ The Conference on Robot Learning (CoRL 2024).
KIRINO: An Interactive Chatbot System for User Persona
*, Hyunjae Kim*, *, Kyuhwan Shim*, Myoung-Wan Koo (* co-first authorship)
Korean Computer Congress 2024 & Sogang Convergence Technology Competition.
Excellence Paper Award
Experience
Research Experience
Work Experience
Assisted in developing ONESTEP, an easy-insert socket.
Awards
Camera Invariant Domain Adaptation for Semantic Segmentation
Smart Factory Product Quality Status Classification
Risk Rating Model for Small Business Owners using the Credit Rating Model
Jeju Island Travel Route Recommender System for Eco-Friendly & Gen-MZ @ BIGCONTEST Innovation League
Recent projects
Camera Invariant Domain Adaptation
Risk Rating Model for Small Business Owners (Winner)
Jeju Island Travel Route Recommender System for Eco-Friendly & Gen-MZ (Winner)
LG Aimers 2 : Data Intelligence
News
Undergraduate Researcher @ BI Lab, Seoul Nat'l U.
Dec 28, 2023
Advised by Byoung-Tak Zhang
Samsung Electronics Talent Pool (Top 15%) @ Samsung AI Challenge
Sep 18, 2023
Camera-Invariant Domain Adaptation Challenge
ML Engineer at Nota Inc.
Mar 15, 2023
Pleased to be working as a Machine Learning Engineer Intern at ITS Team of Nota Inc.
Grand Prize in Gangseo-gu Data Competition
Mar 13, 2023
Awarded the Grand Prize for developing a Risk Rating Model for Small Business Owners in Gangseo-gu using the Credit Rating Model. This project was awarded by the Mayor of Gangseo-gu Office.
LG Aimers Finalist @ LG AI Research
Mar 31, 2023
Finalist in Phase 3 Online Hackathon for Smart Factory Product Quality Status Classification AI Online Hackathon with LG Aimers.
Winner of BIGCONTEST Data Analytics Innovation League 2022
Dec 23, 2022
Received the Grand Prize (Runner-Up) for the project on Carbon Footprint Calculator & Eco-friendly JEJU travel route Recommender System, showing a deep commitment to environmental sustainability and data-driven solutions.
Mail: kyuhwan.shim@snu.ac.kr
Location: Bldg. #303, Gwanak-ro, Gwanak-gu, Seoul, Republic of Korea (08826)