2024
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Human Preference-aware Rebalancing and Charging for Shared Electric Micromobility Vehicles
Heng Tan, Yukun Yuan, Hua Yan, Shuxin Zhong, Yu Yang.
IEEE International Conference on Robotics and Automation (ICRA), 2024
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Robust Route Planning under Uncertain Pickup Requests for Last-mile Delivery
Hua Yan, Heng Tan, Haotian Wang, Desheng Zhang, Yu Yang.
The Web Conference (WWW), 2024
2023
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RLIFE: Remaining Lifespan Prediction for E-scooters
Shuxin Zhong, William Yubeaton, Wenjun Lyu, Guang Wang, Desheng Zhang, and Yu Yang.
In the 32st ACM International Conference on Information and Knowledge Management (CIKM), 2023
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CARPG: Cross-City Knowledge Transfer for Traffic Accident Prediction via Attentive Region-level Parameter Generation
Guang Yang, Yuequn Zhang, Jinquan Hang, Xinyue Feng, Zejun Xie, Desheng Zhang, and Yu Yang.
In the 32st ACM International Conference on Information and Knowledge Management (CIKM), 2023
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Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning Under Negative Transfer
Hua Yan, Hao Wang, Desheng Zhang, and Yu Yang.
In the 32st ACM International Conference on Information and Knowledge Management (CIKM), 2023
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Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems under Demand and Supply Uncertainties
Sihong He, Zhili Zhang, Shuo Han, Lynn Pepin, Guang Wang, Desheng Zhang, John Stankovic, and Fei Miao.
In IEEE Transactions on Intelligent Transportation Systems, 2023
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Robust Multi-Agent Reinforcement Learning with Adversarial State Uncertainties
Sihong He, Songyang Han, Sanbao Su, Shuo Han, Shaofeng Zou, and Fei Miao.
In Transactions on Machine Learning Research, 2023
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Robust Electric Vehicle Balancing of Autonomous Mobility-on-Demand System: A Multi-Agent Reinforcement Learning Approach
Sihong He, Shuo Han, and Fei Miao.
accepted, In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023
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A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems
Sihong He, Yue Wang, Shuo Han, Shaofeng Zou, and Fei Miao.
accepted, Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023
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An STL-based Approach to Resilient Control for Cyber-Physical Systems
Hongkai Chen, Scott A. Smolka, Nicola Paoletti, and Shan Lin.
In the 26th ACM International Conference on Hybrid Systems: Computation and Control (HSCC), 2023
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ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks
Guang Wang, Yuefei Chen, Shuai Wang, Fan Zhang, Desheng Zhang.
ACM Transactions on Sensor Networks, 2023
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Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems Under Demand and Supply Uncertainties
Sihong He, Zhili Zhang, Shuo Han, Lynn Pepin, Guang Wang, Desheng Zhang, John A. Stankovic, Fei Miao.
IEEE Transactions on Intelligent Transportation Systems, 2023
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Social equity in the data era: A systematic literature review of data‐driven public service research
Ruijer, E., Porumbescu, G., Porter, R., & Piotrowski, S.
Public Administration Review, 83(2), 316-332, 2023
2022
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Stable and Efficient Shapley Value-Based Reward Reallocation for Multi-Agent Reinforcement Learning of Autonomous Vehicles
Songyang Han, He Wang, Sanbao Su, Yuanyuan Shi, and Fei Miao.
In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), 2022
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Game Theoretic Analysis of Urban E-Taxi Systems: Equilibria and Efficiency
Yukun Yuan, Yue Zhao, Lin Chen, and Shan Lin.
In the 19th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022
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POET: Towards Power-System-Aware E-Taxi Coordination under Dynamic Passenger Mobility
Yukun Yuan, Yue Zhao, and Shan Lin.
In Thirteenth ACM International Conference on Future Energy Systems (ACM e-Energy), 2022
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DeResolver: A Decentralized Conflict Resolution Framework with Autonomous Negotiation for Smart City Services
Yukun Yuan, Meiyi Ma, Songyang Han, Desheng Zhang, Fei Miao, John A. Stankovic, Shan Lin.
ACM Transactions on Cyber-Physical Systems, 2022
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Towards Accessible Shared Autonomous Electric Mobility with Dynamic Deadlines
Guang Wang, Zhou Qin, Shuai Wang, Huijun Sun, Zheng Dong, Desheng Zhang.
IEEE Transactions on Mobile Computing (TMC), 2022
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Softening Performance's Pitfalls by Integrating Context and Capacity: A Government Competitiveness Framework
Christensen, Robert, Im, Tobin, & Porumbescu, Gregory.
Public Administration Review, 82(5), 887-892, 2022
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Government Transparency: State of the Art and New Perspectives
Porumbescu, G., Meijer, A., & Grimmelikhuijsen, S.
Cambridge University Press, 2022
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Introduction to the special issue on Inclusion and E-Government: Progress and Questions for Scholars of Social Equity
Erna Ruijer, and Suzanne Piotrowski.
Information Polity 27, 4, 425–432, 2022
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Resident motivations for requesting services through Open311: A case study of Newark Connect
Trehan, Vishal; Porumbescu, Gregory; Liu, Ying; Harrison, Alzira; Piotrowski, Suzanne.
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P2-Loc: A Person-2-Person Indoor Localization System in On-Demand Delivery
Yi Ding, Dongzhe Jiang, Yu Yang, Yunhuai Liu, Tian He, Desheng Zhang.
The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2022
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WePos: Weak-supervised Indoor Positioning with Unlabeled WiFi for On-demand Delivery
Baoshen Guo, Weijian Zuo, Shuai Wang, Wenjun Lyu, Zhiqing Hong, Yi Ding, Tian He, Desheng Zhang.
The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2022
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TransRisk: Mobility Privacy Risk Prediction based on Transferred Knowledge
Xiaoyang Xie, Zhiqing Hong, Zhou Qin, Zhihan Fang, Yuan Tian, Desheng Zhang.
The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2022
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VeMo: Enable Transparent Vehicular Mobility Modeling at Individual Levels With Full Penetration
Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang.
IEEE Transactions on Mobile Computing, 2022
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Towards Fair Workload Assessment via Homogeneous Order Grouping in Last-mile Delivery
Wenjun Lyu, Kexin Zhang, Baoshen Guo, Zhiqing Hong, Guang Yang, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang.
The Conference on Information and Knowledge Management (CIKM), 2022
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BikeCAP: Deep Spatial-temporal Capsule Network for Multi-step Bike Demand Prediction
Shuxin Zhong, Wenjun Lyu, Desheng Zhang, Yu Yang.
IEEE International Conference on Distributed Computing Systems (ICDCS), 2022
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O2-SiteRec: Store Site Recommendation under the O2O Model via Multi-graph Attention Networks
Hua Yan, Shuai Wang, Yu Yang, Baoshen Guo, Tian He, Desheng Zhang.
IEEE International Conference on Data Engineering (ICDE), 2022
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Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery
Wei Liu, Yi Ding, Shuai Wang, Yu Yang, Desheng Zhang.
SIGKDD Conference on Knowledge Discovery and Data Mining, 2022
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CitySpec: An Intelligent Assistant System for Requirement Specification in Smart Cities
Zirong Chen, Issac Li, Haoxiang Zhang, Sarah Preum, John Stankovic, Meiyi Ma.
IEEE International Conference on Smart Computing (SMARTCOMP), 2022
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Demo: An Intelligent Assistant for Converting City Requirements to Formal Specification
Zirong Chen, Issac Li, Haoxiang Zhang, Sarah Preum, John Stankovic, Meiyi Ma.
IEEE International Conference on Smart Computing (SMARTCOMP), 2022
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Stable and Efficient Reward Reallocation for Cooperative Policy Learning of Connected Autonomous Vehicles
Songyang Han, He Wang, Sanbao Su, Yuanyuan Shi, and Fei Miao.
IEEE International Conference on Robotics and Automation (ICRA), 2022
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An STL-Based Formulation of Resilience in Cyber-Physical Systems
Hongkai Chen, Shan Lin, Scott A. Smolka, Nicola Paoletti.
International Conference on Formal Modeling and Analysis of Timed Systems (FORMATS), 2022
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RFCam: Uncertainty-aware Fusion of Camera and Wi-Fi for Real-time Human Identification with Mobile Devices
Hongkai Chen, Sirajum Munir, Shan Lin.
The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2022
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Charging Path Optimization in Mobile Networks
Lin Chen, Shan Lin, Hua Huang, Weihua Yang.
IEEE/ACM Transactions on Networking, 2022
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Whose open data is it anyway? An exploratory study of open government data relevance and implications for democratic inclusion
Schwoerer, Kayla.
Information Polity, 2022
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When blame avoidance backfires: Responses to performance framing and outgroup scapegoating during the COVID-19 pandemic
Gregory Porumbescu, Donald Moynihan, Jason Anastasopoulos, Asmus Leth Olsen.
Governance, 2022
2021
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Joint Real-Time Repositioning and Charging for Electric Carsharing with Dynamic Deadlines
Guang Wang, Zhou Qin, Shuai Wang, Huijun Sun, Zheng Dong, Desheng Zhang.
SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
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Data-Driven Fairness-Aware Vehicle Displacement for Large-Scale Electric Taxi Fleets
Guang Wang, Shuxin Zhong, Shuai Wang, Fei Miao, Zheng Dong, Desheng Zhang.
IEEE International Conference on Data Engineering (ICDE), 2021
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eRoute: Mobility-Driven Integration of Heterogeneous Urban Cyber-Physical Systems under Disruptive Events
Yukun Yuan, Desheng Zhang, Fei Miao, John A. Stankovic, Tian He, George Pappas, Shan Lin.
IEEE Transactions on Mobile Computing, 2021
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Predictive Monitoring with Logic-Calibrated Uncertainty for Cyber-Physical Systems
Meiyi Ma, John Stankovic, Ezio Bartocci and Lu Feng.
International Conference on Embedded Software (EMSOFT), 2021
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DeResolver: A Decentralized Negotiation and Conflict Resolution Framework for Smart City Services
Yukun Yuan, Meiyi Ma, Songyang Han, Desheng Zhang, Fei Miao, John A. Stankovic and Shan Lin.
International Conference on Cyber-Physical Systems (ICCPS), 2021
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SAC: Solar-Aware E-Taxi Fleet Charging Coordination under Dynamic Passenger Mobility
Yukun Yuan, Yue Zhao, Shan Lin.
IEEE Conference on Decision and Control (CDC), 2021
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Performance Information, Racial Bias, and Citizen Evaluations of Government: Evidence from Two Studies
Gregory A Porumbescu, Suzanne J Piotrowski, Vincent Mabillard.
Journal of Public Administration Research and Theory, 2021