Jungseul Ok

first_name at postech dot ac dot kr

About [CV]

Jungseul Ok is an assistant professor in the Department of Computer Science and Engineering and Graduate School of Artificial Intelligence, and a member of Machine Learning Lab at POSTECH. He completed Ph.D program in School of Electrical Engineering at Korea Advanced Institute of Science and Technology (KAIST), South Korea, under the supervision of Prof. Yung Yi and Prof. Jinwoo Shin. After graduation, he worked with Prof. Alexandre Proutiere and Prof. Sewoong Oh as a postdoctoral researcher, respectively, in School of Electrical Engineering at KTH, Stockholm, Sweden, and Paul G. Allen School of Computer Science & Engineering, University of Washington, WA, US.

His research focus is theoretical machine learning on a wide spectrum of topics, including neural network analysis, structured reinforcement learning, recommender system, wireless network, social network, and crowdsourcing system.

Notice

I'm always looking for graduate students, postdocs, and interns who want to work together on interesting machine learning problems. Reach me. (first_name at postech dot ac dot kr)

Publication

You can also find my papers listed in Google Scholar.

Pre-print

Conference

Journal

Invited Paper

Student

  • Byungchan Ko (MS / 2020 Spring-present) @ Grad. School of AI/POSTECH

  • Hyejin Park (MS+PhD / 2020 Spring -present) @ Grad. School of AI/POSTECH

  • Hoyoung Kim (MS+PhD / 2020 Fall-present) @ Grad. School of AI/POSTECH

  • Hyunsoo Ahn (MS+PhD / 2020 Fall-present) @ Grad. School of AI/POSTECH (co-adv. with Prof. Sanguk Kim)

  • Jinwoo Jeon (MS / 2020 Fall-present) @ Dept. of CSE/POSTECH

  • Jaechang Kim (MS+PhD / 2021 Spring-present) @ Grad. School of AI/POSTECH

  • Youngsik Yoon (MS+PhD / 2021 Spring-present) @ Dept. of CSE/POSTECH

  • Yunjoo Lee (MS / 2021 Spring-present) @ Grad. School of AI/POSTECH

  • Jabin Koo (MS+PhD / 2022 Fall-present) @ Dept. of CSE/POSTECH

Short Summary

You can find more details about me in my CV.

Education

  • Ph.D., Electrical Engineering, KAIST, South Korea, 2011.02 - 2016.08

  • B.S.E., Electrical Engineering, KAIST, South Korea, 2007.02 - 2011.02

Work Experience

  • 2019.08 - Current: Assistant Professor, Dept. of CSE/Grad. School of AI, POSTECH, South Korea

  • 2019.01 - 2019.08: Postdoctoral Researcher, Paul G. Allen School of Computer Science & Engineering, UW, WA, USA

  • 2018.09 - 2019.01: Postdoctoral Researcher, Coordinated Science Laboratory, UIUC, IL, USA

  • 2017.04 - 2018.09: Postdoctoral Researcher, School of Electrical Engineering, KTH, Sweden

  • 2016.10 - 2017.03: Postdoctoral Researcher, School of Electrical Engineering, KAIST, South Korea

  • 2016.02 - 2016.05: Research Intern, Theory Group, Microsoft Research Asia, China

  • 2015.06 - 2015.10: Research Intern, Center of Non-Linear Studies, Los Alamos National Laboratory, USA

  • 2015.02 - 2015.05: Research Intern, Department of Electrical and Computer Engineering, UIUC, IL, USA

Award

  • Qualcomm-KAIST Innovation Award, Qualcomm, 2016

  • Nomination Award, Fellowships at Microsoft Research Asia, 2015

  • Bronze Prize, 21st Samsung Humantech Thesis, Samsung Electronics, 2014

  • Summa Cum Laude Honor, KAIST, 2011

  • Silver Prize, Undergraduate Research Program, KAIST, 2010