Sotabase

Career

· Assistant Professor, National University of Singapore2022–
· Postdoctoral Researcher, Stanford University2019–2022
· Ph.D. in Civil and Environmental Engineering (specialized in Transportation), ETH Zurich2014–2019
· M.Sc. in Control Science and Engineering, Tsinghua University2011–2014
· B.Eng. in Automation, Tsinghua University2007–2011
· B.Sc. (Dual) in Pure and Applied Mathematics, Tsinghua University2007–2011
· National University of Singapore

Publications (63)

Isolated intersection control for various levels of vehicle technology: Conventional, connected, and automated vehicles
2016
265
cited
Multi-scale perimeter control approach in a connected-vehicle environment
Transportation Research Part C: Emerging Technologies · 2016
110
cited
On the design of an optimal flexible bus dispatching system with modular bus units: Using the three-dimensional macroscopic fundamental diagram
Transportation Research Part B: Methodological · 2020
77
cited
Implementing transit signal priority in a connected vehicle environment with and without bus stops
2019
66
cited
Evaluating the effects of automated vehicle technology on the capacity of freeway weaving sections
Transportation Research Part C: Emerging Technologies · 2018
60
cited
Heterogeneity aware urban traffic control in a connected vehicle environment: A joint framework for congestion pricing and perimeter control
Transportation Research Part C: Emerging Technologies · 2019
58
cited
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems
IEEE Conference on Decision and Control · 2021
55
cited
Cooperative Platoon Formation of Connected and Autonomous Vehicles: Toward Efficient Merging Coordination at Unsignalized Intersections
IEEE transactions on intelligent transportation systems (Print) · 2023
52
cited
Providing public transport priority in the perimeter of urban networks: A bimodal strategy
Transportation Research Part C: Emerging Technologies · 2019
48
cited
Privacy-Preserving Adaptive Traffic Signal Control in a Connected Vehicle Environment
Transportation Research Part C: Emerging Technologies · 2023
36
cited
An auction-based approach for prebooked urban logistics facilities
2019
28
cited
Graph Meta-Reinforcement Learning for Transferable Autonomous Mobility-on-Demand
Knowledge Discovery and Data Mining · 2022
28
cited
Queue Estimation in a Connected Vehicle Environment: A Convex Approach
IEEE transactions on intelligent transportation systems (Print) · 2019
28
cited
A reinforcement learning based traffic signal control algorithm in a connected vehicle environment
2017
17
cited
Joint Optimization of Intersection Control and Trajectory Planning Accounting for Pedestrians in a Connected and Automated Vehicle Environment
2021
14
cited
The optimality condition of the multiple-cycle smoothed curve signal timing model
2013
14
cited
Graph Reinforcement Learning for Network Control via Bi-Level Optimization
International Conference on Machine Learning · 2023
13
cited
Climate risk and precautionary cash holdings: Evidence from Chinese listed companies
Frontiers in Environmental Science · 2023
12
cited
Time-to-Green predictions: A framework to enhance SPaT messages using machine learning
2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) · 2020
11
cited
Trust but Verify: Cryptographic Data Privacy for Mobility Management
IEEE Transactions on Control of Network Systems · 2021
11
cited
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Kaidi Yang | Researcher Profile | Sotabase | Sotabase