Hoeun Lee

🏢 Education

Ph.D. Student, Dept. of Electrical and Computer Engineering, Seoul National University ∙ Seoul, Republic of Korea

• September 2025 - current

• The Integrated MA-Ph.D. Course

• AIDAS (AI and Big Data System) Lab, Advised by Professor Jaeyoung Do

B.S. in Computer Science and Engineering, Konkuk University ∙ Seoul, Republic of Korea

• March 2020 - August 2025

• Overall GPA: 4.47/4.50

• Graduated 1st in Dept. of Computer Science and Engineering (1st/336)

• Early Graduation in 7 Semesters

Chungnam Samsung Academy High School (CNSA) ∙ Asan-si, Chungcheongnam-do, Republic of Korea

• March 2017 - February 2020

• Graduated with Honor Diploma of Information Technology and Engineering

• Student President of the Student Council of IT Diploma, IT Edit (2018)

• Founder of Student Clubs - eLABS, adVirtual, CNSAi (2018-2019)

🔬 Research Interests

• System Optimization - ML4DB, ML4System, Query Rewriting, VectorDB Tuning

• Robotics - Vision-Language-Action Model in Robotics, Model Alignment with Feedback

📋 Experiences

Undergraduate Intern, AIDAS Lab, Seoul National University ∙ Seoul, Republic of Korea

• July 2024 - August 2025 (1 year 2 months)

• Research on Physical AI, VLA Models for Robotics, World Models

• Advised by Professor Jaeyoung Do

Sergeant, Republic of Korea Air Force (ROKAF) ∙ Pyeongtaek-si, Gyeonggi-do, Republic of Korea

• January 2022 - October 2023 (1 year 9 months)

• Honorably Discharged as a Sergeant

• Duty of National Defense

Undergraduate Intern, DMS Lab, Konkuk University ∙ Seoul, Republic of Korea

• March 2021 - December 2021, January 2024 - May 2024 (1 year 5 months)

• Research on Multi-Agent Deep Reinforcement Learning / Aerial Vehicle Autonomous Control / Optimization Algorithm

• Advised by Professor Dugki Min

📄 Publications

2022

[J] Multiagent Reinforcement Learning Based on Fusion-Multiactor-Attention-Critic for Multiple-Unmanned-Aerial-Vehicle Navigation Control

• S Jeon, Hoeun Lee, VK Kaliappan, TA Nguyen, H Jo, H Cho, D Min 

• MDPI Energies 15 (19), 7426; (SCIE Journal) (published at 10 October 2022)

• Got 80+ Github Stars on Open Source Repository LogisticsEnv

[J] Multi-agent Reinforcement Learning-Based UAS Control for Logistics Environments

• H Jo*, Hoeun Lee*, S Jeon*, VK Kaliappan, TA Nguyen, D Min, JW Lee (*equally contributed) 

• Springer LNEE, volume 913 (SCOPUS Journal) Asia-Pacific International Symposium on Aerospace Technology (APISAT), 963-972

• Our Papar is submitted and accepted at the International Conference, APISAT 2021

• Participated in Conference Oral Presentation Session 

2018

[J] Aircraft Identification and Route Tracking using a Model Satellite

• S Yang*, M Lee*, Hoeun Lee*, Y Kim (*equally contributed) 

• 2018 KSAS Fall Conference, 431-434 (KCI/SCOPUS Journal)

• Journal of The Korean Society for Aeronautical & Space Sciences (JKSAS)

* [J] Journal, [C] Conference, [P] Preprint

🔩️ Technical Skills

• Programming Language - Python, C/C++, SQL, MATLAB

• Language - English (advanced) and Korean (native)