About Me

I am a postdoctoral researcher in the Graduate School of AI at POSTECH. I am a member of Computer Vision Lab under the supervision of professor Suha Kwak. My primary research interest is in computer vision especially group activity recognition, robotics and its applications.

News

[Sep. 2025] One paper is accepted in NeurIPS 2025.
[Aug. 2025] I have started a new position as a Postdoctoral researcher at POSTECH Graduate School of AI.
[June. 2025] I am glad to announce that I successfully defended my Ph.D. dissertation, “Compositional Reasoning Approaches to Group Activity Understanding”.
[July. 2024] Two papers are accepted in ECCV 2024.
[Jan. 2023] I won BK21 outstanding paper award.
[Mar. 2022] One paper is accepted in CVPR 2022.

Work Experience

• Postdoctoral researcher at POSTECH, Pohang, Korea
  Graduate School of AI
  Aug. 2025 - Current
• Lecturer for future scholars at POSTECH, Pohang, Korea
  Department of Computer Science and Engineering
  Aug. 2025 - Current
• Researcher at POSTECH, Pohang, Korea
  Computer Vision Laboratory
  Aug. 2018 - Feb. 2019
• Lecturer at Hanbat National University, Daejeon, Korea
  Department of Computer Engineering
  Mar. 2018 - Feb. 2019
• Developer at SIMNET, Daejeon, Korea
  Feb. 2015 - Feb. 2018

Education

• Pohang University of Science and Technology (POSTECH) Pohang, Korea
  Ph.D. student in Computer Science and Engineering
  Advisor: Professor Suha Kwak
  GPA: 4.0/4.3
  Feb. 2019 - Aug. 2025

• Carnegie Mellon University (CMU) Pittsburgh, PA, USA
  Visiting student in Language Technologies Institute
  IITP (Institute of Information & Communications Technology Planning & Evaluation) Executive Education Program
  Aug. 2019 - Feb. 2020

• Korea Advanced Institute of Science and Technology (KAIST) Daejeon, Korea
  M.S. student in Industrial & Systems Engineering
  Advisor: Professor Kyung Chul Chae
  GPA: 3.74/4.3 (93.77/100)
  Mar. 2013 - Feb. 2015

• Korea Advanced Institute of Science and Technology (KAIST) Daejeon, Korea
  B.S. in Biological Science
  B.S. in Industrial & Systems Engineering
  GPA: 3.64/4.3 (92.66/100)
  Feb. 2008 - Feb. 2013

Publications

• Part-Aware Bottom-Up Group Reasoning for Fine-Grained Social Interaction Detection
  Dongkeun Kim, Minsu Cho, Suha Kwak
  NeurIPS 2025 (acceptance = 5290 / 21575 = 24.52%)

• Online Temporal Action Localization with Memory-Augmented Transformer
  [Paper] [Project Page] [Code]
  Youngkil Song*, Dongkeun Kim*, Minsu Cho, Suha Kwak
  ECCV 2024 (acceptance = 2395 / 8585 = 27.9%)

• Towards More Practical Group Activity Detection: A New Benchmark and Model
  [Paper] [Project Page] [Code]
  Dongkeun Kim, Youngkil Song, Minsu Cho, Suha Kwak
  ECCV 2024 (acceptance = 2395 / 8585 = 27.9%)

• Detector-Free Weakly Supervised Group Activity Recognition
  [Paper] [Project Page] [Code]
  Dongkeun Kim, Jinsung Lee, Minsu Cho, Suha Kwak
  CVPR 2022 (acceptance = 2067 / 8161 = 25.33%)

• Neural Contrast Enhancement of CT Image
  [Paper]
  Minkyo Seo, Dongkeun Kim, Kyungmoon Lee, Seunghoon Hong, Jae Seok Bae, Jung Hoon Kim, Suha Kwak
  WACV 2021

Honors & Awards

• BK21 outstanding paper award (2023)
• National Scholarship for Science and Engineering KOSAF (2008 - 2011, 2013 - 2014)

Academic Services

• Conference Reviewer: CVPR 2024-2025, ECCV 2024, ICCV 2023-2025, WACV 2022-2025, ACCV 2022-2024, ACMMM 2025
• Journal Reviewer: Image and Vision Computing, Transactions on Multimedia, Pattern Recognition Letters