Je-Hun Lee

Joined

January 2023

Names

Je-Hun Lee (Preferred)

Emails

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

****@vms-solutions.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

VMS Solutions (vms-solutions.com)

2025 – 2025

PhD student

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2020 – 2025

MS student

Sungkyunkwan University (skku.edu)

2016 – 2020

Undergrad student

Sungkyunkwan University (skku.edu)

2013 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Hyun-Jung Kim

2016 – 2025

Expertise

No areas of expertise listed

Publications

Learning Local Search with Theoretical Indicators for Job Shop Scheduling
Je-Hun Lee, Jimin Park, Hyun-Jung Kim
- Submitted to ICLR 2026
- Readers: Everyone
Graph-Based Imitation Learning for Real-Time Job Shop Dispatcher
Je-Hun Lee, Hyun-Jung Kim
- IEEE Trans Autom. Sci. Eng. 2025
- Readers: Everyone
A Multi-Manned Assembly Line Worker Assignment and Balancing Problem With Positional Constraints
Hyungjoon Yang, Je-Hun Lee, Sang Hyun Lee, Seung Gi Lee, Hyung Rok Kim, Hyun-Jung Kim
- IEEE Robotics Autom. Lett. 2022
- Readers: Everyone
Imitation Learning for Real-Time Job Shop Scheduling Using Graph-Based Representation
Je-Hun Lee, Hyun-Jung Kim
- WSC 2022
- Readers: Everyone
Machine Learning-Based Periodic Setup Changes for Semiconductor Manufacturing Machines
Je-Hun Lee, Hyun-Jung Kim, Young Kim, Yun Bae Kim, Byung-Hee Kim, Gu-Hwan Chung
- WSC 2021
- Readers: Everyone
Assembly Line Worker Assignment and Balancing Problem with Positional Constraints
Hyungjoon Yang, Je-Hun Lee, Hyun-Jung Kim
- APMS (5) 2021
- Readers: Everyone
Workforce Assignment with a Different Skill Level for Automotive Parts Assembly Lines
Hyungjoon Yang, Je-Hun Lee, Hyun-Jung Kim
- APMS (2) 2020
- Readers: Everyone
A Simulation-Based Sequential Search Method for Multi-Obejctive Scheduling Problems of Manufacturing Systems
Je-Hun Lee, Young Kim, Yun Bae Kim, Byung-Hee Kim, Gu-Hwan Chung, Hyun-Jung Kim
- WSC 2020
- Readers: Everyone
A Sequential Search Framework for Selecting Weights of Dispatching Rules in Manufacturing Systems
Je-Hun Lee, Young Kim, Yun Bae Kim, Hyun-Jung Kim, Byung-Hee Kim, Gu-Hwan Chung
- WSC 2019
- Readers: Everyone
A Framework for Performance Analysis of dispatching Rules in manufacturing Systems
Je-Hun Lee, Young Kim, Jun Kim, Yun Bae Kim, Hyun-Jung Kim, Byung-Hee Kim, Gu-Hwan Chung
- WSC 2018
- Readers: Everyone

View all 11 publications