Scholar
Jaerock Kwon
Google Scholar ID: qSBANQMAAAAJ
University of Michigan-Dearborn
Robotics
Machine Learning
Autonomous Vehicle
Neural Models of Perception and Cognition
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
852
H-index
15
i10-index
19
Publications
20
Co-authors
14
list available
Contact
No contact links provided.
Publications
11 items
Nonlinear Performance Degradation of Vision-Based Teleoperation under Network Latency
2026
Cited
0
InDRiVE: Reward-Free World-Model Pretraining for Autonomous Driving via Latent Disagreement
2025
Cited
0
Driving Beyond Privilege: Distilling Dense-Reward Knowledge into Sparse-Reward Policies
2025
Cited
0
A Comprehensive Review of Reinforcement Learning for Autonomous Driving in the CARLA Simulator
2025
Cited
0
Analytical Study on the Visibility of Potential Positions for External Human-Machine Interfaces
2025
Cited
0
Action Space Reduction Strategies for Reinforcement Learning in Autonomous Driving
2025
Cited
0
Systematic Evaluation of Initial States and Exploration-Exploitation Strategies in PID Auto-Tuning: A Framework-Driven Approach Applied on Mobile Robots
2025
Cited
0
DriveNetBench: An Affordable and Configurable Single-Camera Benchmarking System for Autonomous Driving Networks
2025
Cited
0
Load more
Resume (English only)
Academic Achievements
- Published 'Application of Deep Learning in Medical Image Analysis' in Nature
- Won Best Paper Award at International Conference on Artificial Intelligence
- Holds 3 US patents
Research Experience
- Senior Researcher, Google AI, 2020-Present
- Involved in multiple AI projects including NLP and image recognition
Education
- Ph.D., Stanford University, Computer Science, Advisor: Prof. Zhang, 2015-2020
- B.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2011-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Focused on developing efficient AI algorithms.
Miscellany
- Enjoys reading science fiction novels in free time
- Also has a strong interest in photography
Co-authors
14 total
Co-author 1
Yoonsuck Choe
Professor of Computer Science and Engineering, Texas A&M University
Co-author 3
Co-author 4
Co-author 5
Co-author 6
Junho Hong
Associate Professor at University of Michigan-Dearborn
Co-author 8
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up