Ph.D.
University of Minnesota - 2022
Yi Ding
Assistant Professor - Computer Science
Professional Preparation
M.S.
Zhejiang University - 2016
Zhejiang University - 2016
B.S.
Zhejiang University - 2013
Zhejiang University - 2013
Research Areas
Spatio-Temporal Data Mining
Mobile Computing
Cyber-Physical Systems
Publications
Time-Constrained Actor-Critic Reinforcement Learning for Concurrent Order Dispatch in On-Demand Delivery 2024 - Journal Article
SmallMap: Low-cost Community Road Map Sensing with Uncertain Delivery Behavior 2024 - Journal Article
CrossHAR: Generalizing Cross-dataset Human Activity Recognition via Hierarchical Self-Supervised Pretraining 2024 - Journal Article
Nationwide Deployment and Operation of a Virtual Arrival Detection System in the Wild 2023 - Journal Article
VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System 2023 - Journal Article
Time-Constrained Actor-Critic Reinforcement Learning for Concurrent Order Dispatch in On-demand Delivery 2023 - Journal Article
Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery 2022 - Conference Paper
Awards
IEEE RTSS Outstanding Paper Award - IEEE [2021]
CPS Rising Star - University of Virginia [2021]
Appointments
Postdoctoral Associate
MIT [2022–2023]
MIT [2022–2023]