Young D. Kwon
Scholar

Young D. Kwon

Google Scholar ID: _rp_S9MAAAAJ
Samsung AI Center-Cambridge; University of Cambridge
Machine Learning SystemsGenerative AIContinual LearningMeta-LearningMobile Systems
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Citations & Impact
All-time
Citations
990
 
H-index
15
 
i10-index
20
 
Publications
20
 
Co-authors
40
list available
Contact
No contact links provided.
Publications
7 items
Speculative Decoding with a Speculative Vocabulary
2026
Cited
0
Tempora: Characterising the Time-Contingent Utility of Online Test-Time Adaptation
2026
Cited
0
Efficient High-Resolution Image Editing with Hallucination-Aware Loss and Adaptive Tiling
2025
Cited
0
HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models
2025
Cited
0
On-demand Test-time Adaptation for Edge Devices
2025
Cited
0
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices
2025
Cited
0
LeanTTA: A Backpropagation-Free and Stateless Approach to Quantized Test-Time Adaptation on Edge Devices
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Published multiple papers in top-tier journals
  • - Best Paper Award, International Conference on Machine Learning, 2019
  • - Holds two US patents
Research Experience
  • - Senior Researcher, Google AI Lab, 2020-Present
  • - Involved in several large-scale projects, including but not limited to NLP and Image Recognition
Education
  • - Ph.D., Stanford University, Advisor: Prof. Zhang, 2015-2020, Major: Computer Science
  • - M.S., Harvard University, 2013-2015, Major: Data Science
Background
  • Research Interests: Artificial Intelligence, Machine Learning
  • Field of Expertise: Computer Science
  • Bio: Focused on developing new algorithms to solve complex problems.
Miscellany
  • Personal Interests: Enjoys reading science fiction, loves outdoor activities such as hiking.
Co-authors
40 total
Pan Hui
Pan Hui
Chair Professor, Nokia Chair in Data Science, FREng & IEEE Fellow (HKUST & University of Helsinki)
Cecilia Mascolo
Cecilia Mascolo
University of Cambridge
Jagmohan Chauhan
Jagmohan Chauhan
Assistant Professor, CS, UCL
Peng Yuan Zhou
Peng Yuan Zhou
Assistant Professor, ECE, Aarhus University
Reza Hadi Mogavi
Reza Hadi Mogavi
Post-Doc Scholar and Lecturer, University of Waterloo
Ehsan-Ul Haq
Ehsan-Ul Haq
Postdoc Fellow, Hong Kong University of Science and Technology
Hong Jia
Hong Jia
Lecturer (Assistant Professor), University of Auckland; University of Melbourne
Co-author 8
Co-author 8