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Dive into the research topics where Desheng Zhang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Collaborative Research: Frameworks: MobilityNet: A Trustworthy CI Emulation Tool for Cross-Domain Mobility Data Generation and Sharing towards Multidisciplinary Innovations
Metaxas, D. (CoPI), Noland, R. (CoPI), Jin, J. (CoPI) & Zhang, D. (PI)
7/1/24 → 6/30/27
Project: Research project
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CAREER: Human Mobility Prediction and Intervention based on Cross-Domain Infrastructure-Human Interactions
Zhang, D. (PI)
1/1/22 → 12/31/26
Project: Research project
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SCC-IRG Track 2: Making Micromobility Smarter and Safer (M2S2)
Andrews, C. (PI), Metaxas, D. (CoPI), Gong, J. (CoPI), Noland, R. (CoPI) & Zhang, D. (CoPI)
10/1/20 → 9/30/24
Project: Research project
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SCC-IRG Track 1: Socially Informed Services Conflict Governance through Specification, Detection, Resolution and Prevention
Zhang, D. (PI), Jin, J. J. (CoPI), Piotrowski, S. (CoPI) & Porumbescu, G. (CoPI)
10/1/20 → 9/30/23
Project: Research project
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CDS&E: Collaborative Research: Private Data Analytics Synthesis, and Sharing for Large-Scale Multi-Modal Smart City Mobility Research
Metaxas, D. (CoPI) & Zhang, D. (PI)
7/1/20 → 6/30/24
Project: Research project
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FairMove: A Data-Driven Vehicle Displacement System for Jointly Optimizing Profit Efficiency and Fairness of Electric For-Hire Vehicles
Wang, G., He, S., Jiang, L., Wang, S., Miao, F., Zhang, F., Dong, Z. & Zhang, D., Jun 1 2024, In: IEEE Transactions on Mobile Computing. 23, 6, p. 6785-6802 18 p.Research output: Contribution to journal › Article › peer-review
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Time-Constrained Actor-Critic Reinforcement Learning for Concurrent Order Dispatch in On-Demand Delivery
Wang, S., Guo, B., Ding, Y., Wang, G., He, S., Zhang, D. & He, T., 2024, In: IEEE Transactions on Mobile Computing. 23, 8, p. 8175-8192 18 p.Research output: Contribution to journal › Article › peer-review
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Towards Accessible Shared Autonomous Electric Mobility with Dynamic Deadlines
Wang, G., Qin, Z., Wang, S., Sun, H., Dong, Z. & Zhang, D., Jan 1 2024, In: IEEE Transactions on Mobile Computing. 23, 1, p. 925-940 16 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A Prediction-and-Scheduling Framework for Efficient Order Transfer in Logistics
Lyu, W., Wang, H., Song, Y., Liu, Y., He, T. & Zhang, D., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 6130-6137 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
A Predict-Then-Optimize Couriers Allocation Framework for Emergency Last-mile Logistics
Xia, K., Lin, L., Wang, S., Wang, H., Zhang, D. & He, T., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5237-5248 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
8 Scopus citations