Jinhee Kim

first.last at duke.edu

I’m an incoming PhD student in the CEI Group at Duke ECE. I previously worked with Prof. Jong Hwan Ko in the IRIS Lab at Sungkyunkwan University.

My research interests include Efficient Machine Learning, Adaptive Deep Learning Inference, and Model Quantization.

selected publications

TruncQuant: Truncation-Ready Quantization for DNNs with Flexible Weight Bit Precision

Jinhee Kim^*, Seoyeon Yoon^*, Taeho Lee, and 3 more authors

arXiv preprint arXiv:2506.11431, 2025

Aug 30, 2025	Very excited to join Duke ECE as a PhD student in Fall ‘25!
Jul 18, 2024	Honored to receive the top AI Undergraduate Paper Award at the Summer Annual Conference of IEIE, and the Cross-disciplinary Research Award at SKKU’s research competition. ↵link