Jonghyun Choi
Scholar

Jonghyun Choi

Google Scholar ID: uiGWnm4AAAAJ
Associate Professor, Electrical and Computer Engineering, Seoul National University
Computer VisionMachine LearningContinual LearningEmbodied AIArtificial Intelligence
Citations & Impact
All-time
Citations
4,228
 
H-index
26
 
i10-index
45
 
Publications
20
 
Co-authors
134
list available
Resume (English only)
Academic Achievements
  • - Won 1st place in the SHIFT Challenge 2023 - Continuous Test-time Adaptation for Object Detection at ICCV 2023 Workshop on Visual Continual Learning
  • - Won 2nd place award at CLVision challenge in CVPR 2024 workshop on continual learning in computer vision
  • - Won 1st place in Generalist Language Grounding Agents Challenge at CVPR 2023 Embodied AI Workshop
  • - Multiple papers accepted in ICLR 2023, AAAI 2023, BMVC 2022, NeurIPS 2022, CVPR 2022, etc.
  • - Serving as an associate editor for IEEE TPAMI and IJCV
  • - Serving as an area chair for NeurIPS 2025, ICCV 2025, ICML 2025, AAAI 2025, CVPR 2025, etc.
Research Experience
  • - 2022-2024: Associate Professor at Yonsei University
  • - 2018-2022: Assistant Professor at GIST
  • - 2016-2018: Researcher at Allen Institute for Artificial Intelligence (AI2)
  • - 2015: Researcher at Comcast Labs, DC
  • - During his Ph.D., he interned at Microsoft Research (Summer 2014), Disney Research (Spring 2014), Adobe Research (Summer 2013), and U.S. Army Research Lab (Summer 2011)
Education
  • - Ph.D. from University of Maryland, College Park, supervised by Prof. Larry S. Davis
  • - M.S. and B.S. from Seoul National University, supervised by Prof. Kyoung-Mu Lee
Background
  • - Research interest: Developing efficient and accurate multi-modal perception models, algorithms, and systems in terms of labeling cost and computational complexity of training and inference.
  • - Professional field: Electrical and Computer Engineering
  • - Brief introduction: Associate Professor at the Department of Electrical and Computer Engineering, Seoul National University, leading the SNU Machine Perception and Reasoning Lab, serving as Deputy Head (Academic Affair) for the Interdisciplinary Program in Artificial Intelligence (IPAI), and affiliated with multiple institutes.
Miscellany
  • - Personal interests: Not provided