Hyung-Sin Kim

Associate Professor, Data Science, Seoul National University

Joined

May 2021

Names

Hyung-Sin Kim (Preferred)

Emails

****@snu.ac.kr (Confirmed)

Personal Links

Career & Education History

Associate Professor

Data Science, Seoul National University (snu.ac.kr)

2024 – Present

Assistant Professor

Seoul National University (snu.ac.kr)

2020 – 2024

Software Engineer

Google (google.com)

2019 – 2020

Postdoc

University of California Berkeley (berkeley.edu)

2016 – 2019

PhD student

Seoul National University (snu.ac.kr)

2011 – 2016

Advisors, Relations & Conflicts

Postdoc Advisor

David Culler

2016 – 2019

PhD Advisor

Saewoong Bahk

2013 – 2016

Expertise

physical AI

2024 – Present

federated learning

2022 – Present

sleep medicine

2022 – Present

Publications

Global Pivots, Local Unknowns: Stable Federated Open-Set Semi-Supervised Learning
You Rim Choi, Seojun Heo, Subeom Park, Jaehee Lee, Eunchung Noh, Hyung-Sin Kim
- Submitted to ICLR 2026
- Readers: Everyone
Tracking the Discriminative Axis: Dual Prototypes for Test-Time OOD Detection Under Coveriate Shift
Wooseok Lee, Jin Mo Yang, Hyung-Sin Kim
- Submitted to ICLR 2026
- Readers: Everyone
T1: One-to-One Channel-Head Binding for Multivariate Time-Series Imputation
Dongik Park, Hyunwoo Ryu, Suahn Bae, Keondo Park, Hyung-Sin Kim
- ICLR 2026 Poster
- Readers: Everyone
SenseShift6D: Multimodal RGB-D Benchmarking for Robust 6D Pose Estimation across Environment and Sensor Variations
Yegyu Han, Taegyoon Yoon, Dayeon Woo, Sojeong Kim, Hyung-Sin Kim
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Position: AI Should Sense Better, Not Just Scale Bigger: Adaptive Sensing as a Paradigm Shift
Eunsu Baek, Keondo Park, Jeonggil Ko, Min-hwan Oh, Taesik Gong, Hyung-Sin Kim
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains
Eunsu Baek, Keondo Park, Ji-yoon Kim, Hyung-Sin Kim
- The Thirty-Fourth IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)
- Readers: Everyone
ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration
Youngseok Kim, Sunwook Hwang, Hyung-Sin Kim, Saewoong Bahk
- ICLR 2025 Poster
- Readers: Everyone
Adaptive Camera Sensor for Vision Models
Eunsu Baek, Sung-hwan Han, Taesik Gong, Hyung-Sin Kim
- ICLR 2025 Poster
- Readers: Everyone
ScriptPainter: Vision-based, On-device Test Script Generation for Mobile Systems
Yousung Choi, Ahreum Seo, Hyung-Sin Kim
- 2022 (modified: 31 Oct 2022)
- IPSN 2022
- Readers: Everyone
Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach
Jiseok Youn, Jaehun Song, Hyung-Sin Kim, Saewoong Bahk
- 2022 (modified: 31 Oct 2022)
- ECCV (12) 2022
- Readers: Everyone

View all 75 publications

Co-Authors

View all 103 co-authors