Sotabase

Career

· Research Lead, FAR (Frontier AI For Robotics) Team, Amazon2024–
· Co-founder And CTO, covariant.ai2017–2024
· Research Scientist, OpenAI2016–2017
· Research Scientist Intern, OpenAI2016–2016
· PhD Student, UC Berkeley2015–2017
· Doctor of Philosophy - PhD Computer Science, University of California, Berkeley2015–2017
· Co-founder CTO, Sellegit Inc.2013–2015
· Software Engineering Intern, edX2012–2012
· Research Assistant, UC Berkeley2012–2014

Publications (12)

Traffic Flow Prediction With Big Data: A Deep Learning Approach
IEEE transactions on intelligent transportation systems (Print) · 2015
2,833
cited
Generative adversarial networks: introduction and outlook
IEEE/CAA Journal of Automatica Sinica · 2017
609
cited
Travel time prediction with LSTM neural network
2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) · 2016
319
cited
An efficient realization of deep learning for traffic data imputation
2016
306
cited
A deep learning based approach for traffic data imputation
International Conference on Intelligent Transportation Systems · 2014
89
cited
Social media based transportation research: the state of the work and the networking
IEEE/CAA Journal of Automatica Sinica · 2017
88
cited
Performance evaluation of the deep learning approach for traffic flow prediction at different times
International Conference on Service Operations and Logistics, and Informatics · 2016
30
cited
Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach
IEEE transactions on intelligent transportation systems (Print) · 2015
26
cited
Latent factor model for traffic signal control
Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, and Informatics · 2014
3
cited
Semi-actuated arterial coordination for traffic control: A practical method
Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, and Informatics · 2014
1
cited
Improved information feedback in symmetric dual-channel traffic
2013
Practical Traffic Signal-Setting Method for Intersections with E-bicycle Mixed-Traffic Flows
2016
Sotabase
Yan (Rocky) Duan | Researcher Profile | Sotabase | Sotabase