Yi Ding

Assistant Professor - Computer Science

+1 (972) 883-4212
ECS4.703
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Ph.D.
University of Minnesota - 2022

M.S.
Zhejiang University - 2016

B.S.
Zhejiang University - 2013

Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information 2024 - Conference Paper

CrossHAR: Generalizing Cross-dataset Human Activity Recognition via Hierarchical Self-Supervised Pretraining 2024 - Journal Article

SmallMap: Low-cost Community Road Map Sensing with Uncertain Delivery Behavior 2024 - Journal Article

Nationwide Behavior-Aware Coordinates Mining From Uncertain Delivery Events 2024 - Journal Article

Time-Constrained Actor-Critic Reinforcement Learning for Concurrent Order Dispatch in On-Demand Delivery 2024 - Journal Article

Time-Constrained Actor-Critic Reinforcement Learning for Concurrent Order Dispatch in On-demand Delivery 2023 - Journal Article

VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System 2023 - Journal Article

Nationwide Deployment and Operation of a Virtual Arrival Detection System in the Wild 2023 - Journal Article

IEEE RTSS Outstanding Paper Award - IEEE [2021]

CPS Rising Star - University of Virginia [2021]

Postdoctoral Associate
MIT [2022–2023]