Dingyi is a third-year Ph.D. student at MIT. He completed his Master’s degree in Civil Engineering at McGill University in 2021. Before joining MIT, he received his Bachelor of Science in Mechanical Engineering from Shanghai Jiao Tong University. His research interests lie in spatial-temporal data mining and urban computing. His current research focuses on developing deep uncertainty models in demand modeling and interpreting the traffic network behaviors with Graph Neural Networks. Outside of school, Dingyi enjoys photography.