Hello π
Postdoctoral researcher at Seoul National University, hosted by Prof. Jae-Joon Kim.Β
Ph.D. from Electrical and Computer Engineering at Georgia Tech, advised by Prof. Saibal Mukhopadhyay.
Working on efficient learning and inference methods for large deep learning models.
Efficient ML (Quantization, Pruning, Distillation)
Unsupervised Learning
Domain Adaptation
Ph.D. in Electrical and Computer Engineering, Georgia Institute of Technology
Thesis: Data and Computation-efficient Deep Learning for Multi-agent Systems
M.S. in Electrical and Computer Engineering, Georgia Institute of Technology
Thesis: Energy-aware DNN Quantization for Processing-In-Memory Architecture
B.S. in Electrical Engineering, Sungkyunkwan University
GPA: 4.47/4.5, Department Rank: 1/336
Experience
Postdoctoral Researcher, Seoul National University, 2024 Dec - present
Advisor: Prof. Jae-Joon Kim
Research Assistant, Georgia Institute of Technology, 2020 Aug - 2024 Dec
Advisor: Prof. Saibal Mukhopadhyay
Research Intern, SRI @ Princeton, 2023 and 2024 Summer
Mentor: Dr. Niluthpol Chowdhury Mithun
Visiting Student, Massachusetts Institute of Technology, 2019 Jan - Aug
Advisor: Prof. Jeehwan Kim
Honor
Sejong Science Fellowship, National Research Foundation of Korea (NRF), 2025 Mar - 2030 Mar (expected)
Academic Service
Conference/Journal Reviewer
Design Automation Conference (DAC) TPC member β 2026
Neural Information Processing Systems (NeurIPS) reviewer βΒ 2024, 2025
International Conference on Learning Representations (ICLR) reviewer β 2025, 2026
International Conference on Machine Learning (ICML) reviewer β 2025
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) reviewer β 2025
IEEE/CVF Conference on Computer Vision and Pattern Recognition (ICCV) reviewer β 2025
