Dingyi Zhuang is a fourth-year Ph.D. candidate in Transportation at MIT JTL Transit Lab, supervised by Prof. Jinhua Zhao, and a member of UrbanAI Lab.
His research applies AI and ML techniques to transportation and urban planning, including spatiotemporal data modeling, uncertainty quantification, intelligent transportation systems, and generative AI for urban scenarios.
He earned his M.Eng from McGill University and B.Sc. from Shanghai Jiao Tong University, and have research experience at NUS, SMART, and Morgan Stanley Machine Learning Research. He will join Bosch Center for Artificial Intelligence as a summer intern in 2025.
Year of Publication:
Venue:
Building and Environment 2025
2025
Publication Type:
Journal
Status:
Published
Authors:
Mingyi He (MIT), Yuebing Lian (SMART), Shenhao Wang (UF), Yunhan Zheng (SMART), Qingyi Wang (MIT), Dingyi Zhuang (MIT), Li Tian (Tsinghua University), Jinhua Zhao (MIT)
Year of Publication:
Venue:
NeurIPS 2025 ScaleOPT workshop
2025
Publication Type:
Conference
Status:
Accepted
Authors:
Minwei Kong (SMART), Ao Qu (MIT), Xiaotong Guo (MIT), Wenbin Ouyang (MIT), Chonghe Jiang (MIT), Han Zheng (MIT), Yining Ma (MIT), Dingyi Zhuang (MIT), Yuhan Tang (MIT), Junyi Li (SMART), Hai Wang (SMU), Cathy Wu (MIT), Jinhua Zhao (MIT)
Year of Publication:
Venue:
AAAI, 2025
2025
Publication Type:
Conference
Status:
Published
Authors:
Xinke Jiang (UESTC), Wentao Zhang (ShanghaiTech), Yuchen Fang (UESTC), Xiaowei Gao (UCL), Hao Chen (UCAS), Haoyu Zhang (ZUEL), Dingyi Zhuang (MIT), Jiayuan Luo (UM)
Year of Publication:
Venue:
Elsevier
2025
Publication Type:
Journal
Status:
Published
Authors:
Xiaowei Gao (UCL), Xinke Jiang (PKU), Dingyi Zhuang (MIT), James Haworth (UCL), Shenhao Wang (UF), Ilya Ilyankou (UCL), Huanfa Chen (UCL)
Year of Publication:
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
2025
Publication Type:
Journal
Status:
Published
Authors:
Xinyu Chen (MIT), Dingyi Zhuang (MIT), HanQin Cai (University of Central Florida), Shenhao Wang (UF), Jinhua Zhao (MIT)
Year of Publication:
Venue:
13th International Conference on Learning Representations (ICLR-25)
2025
Publication Type:
Conference
Status:
Published
Authors:
Dingyi Zhuang (MIT), Chonghe Jiang (MIT), Yunhan Zheng (SMART), Shenhao Wang (UF), Jinhua Zhao (MIT)