Jinse Kwon

According to our database, Jinse Kwon authored at least 7 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multi-level Machine Learning-Guided Autotuning for Efficient Code Generation on a Deep Learning Accelerator.

JooHyoung Cha, Munyoung Lee, Jinse Kwon, Jemin Lee, Yongin Kwon

Proceedings of the 26th ACM SIGPLAN/SIGBED International Conference on Languages, 2025

2024

Pipelining of a Mobile SoC and an External NPU for Accelerating CNN Inference.

Jinse Kwon, Jemin Lee, Hyungshin Kim

IEEE Embed. Syst. Lett., June, 2024

ML²Tuner: Efficient Code Tuning via Multi-Level Machine Learning Models.

JooHyoung Cha, Munyoung Lee, Jinse Kwon, Jubin Lee, Jemin Lee, Yongin Kwon

CoRR, 2024

A Comprehensive Evaluation of Quantized Instruction-Tuned Large Language Models: An Experimental Analysis up to 405B.

Jemin Lee, Sihyeong Park, Jinse Kwon, Jihun Oh, Yongin Kwon

CoRR, 2024

2019

Accelerating Colorizer of Shaded Image for Autonomous Driving in Resource-Constrained SoC.

Donghee Ha, Jinse Kwon, Hyungshin Kim

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

2018

Reducing Smartwatch Users' Distraction with Convolutional Neural Network.

Jemin Lee, Jinse Kwon, Hyungshin Kim

Mob. Inf. Syst., 2018

2016

Reducing distraction of smartwatch users with deep learning.

Jemin Lee, Jinse Kwon, Hyungshin Kim

Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2016