Minu Kim

Master Candidate at OSI Lab, KAIST AI

Contact Information

Email: minu.kim@kaist.ac.kr
Phone: (+82)10-4470-9946
Github: github.com/jadehaus

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EDUCATION

Bachelor of Science
(2018.03. ~ 2023.02.)
Korea Advanced Institute of Science and Technology
Dept. of Mathematical Sciences

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RESEARCH INTEREST

• Machine Learning & Deep Learning Theory
• Reinforcement Learning Thoery
• Neural Combinatorial Optimization
• Adversarial Robustness in Machine Learning
• Federated Learning

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RESEARCH EXPERIENCES

Research Intern at Fundamental Research Lab, LG AI Research (2022.03. ~ 2022.08)

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PROGRAMMING EXPERIENCES

1. Web App Development Experience

   Undergraduate Course Explorer for KAIST (2021 Summer - Current)
   graduate-kaist.herokuapp.com
   Collaborators:

   • Tak Yeon Lee, PhD
     Assistant Professor, Industrial Design department, KAIST
   • Seok Hyung Bae, PhD
     Associate Professor, Industrial Design department, KAIST

2. Machine Learning Competition

   NeurIPS 2021 Competition: Machine Learning for Combinatorial Optimization
   UNIST-KAIST-POSTECH Datascience Contest 2021: Shale-gas Production Estimation

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HONORS & AWARDS

NeurIPS 2021 Competition - Machine Learning for Combinatorial Optimization
Overall 4th place (dual task), 2nd in student leaderboard (dual task)

Talent Award of Korea(대한민국 인재상) 2016

Zayed Future Energy Prize 2016($100,000 USD) Global High School Winner

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SCHOLARSHIPS & MEMBERSHIPS

Alumni Academic Scholarship, March 2019 - December 2021 ($10,000 USD)
Korea Advanced Institute of Science and Technology (Daejeon, Republic of Korea)

Student Council of the Department of Mathematical Sciences (2019 - 2021)
Korea Advanced Institute of Science and Technology (Daejeon, Republic of Korea)

• President of Student Council, 2020
• Chairman of Emergency Committee of Student Council, Winter 2020

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PATENTS

• MULTI SPRAY CONTAINER (Patent Registration Number 10-1383105-0000)
• GUIDE SYSTEM FOR BLIND PEOPLE (Patent Registration Number 10-1677485-0000)

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INTERNATIONAL PROGRAM EXPERIENCES

KIA Eco-Dynamics Expedition 2015 (Pokhara, Nepal)
Student Participant (January 2015)

• Educated and trained to conduct international development design projects for appropriate technology with local community members.
• Sponsored by KIA Motors UNEP National Committee for the Republic of Korea and Massachusetts Institute of Technology (MIT D-Lab) of the United States.

Manitoba Bioinnovation Week 2017 (Manitoba, Canada)
Student Participant (September 2017)

• Designing sustainable development measures to secure food and water resources.
• Participated as guests in Agricultural Bioscience International Conference(ABIC).

CSIA Exchange Program (Camborne, UK)
Camborne Science & International Academy (July 2017)

Summer 2016 Pre-College Program (Massachusetts, US)
University of Massachusetts Amherst (July 2016)

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MENTORING EXPERIENCE

KAIST Major Course Student Tutor (2019 Fall)
Engineering Statistics II (IE341)

KAIST Basic Elective Course Student Lecturer (2020 Spring, 2021 Spring)
Introduction to Linear Algebra (MAS109)

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RL Lecture: https://drive.google.com/drive/folders/1v3MJeNfn1lvlo_WtB7Fy9yR3e0sFFOoi?usp=drive_link