FedSM: A Practical Federated Shared Mobility System
Summary: FedSM: a practical federated shared-mobility system that links isolated platforms to enable cross-platform supply prediction and task assignment while preserving platform autonomy. Delivers privacy-preserving operators, incentive mechanisms, and generic interfaces to plug diverse prediction/assignment algorithms; demonstrated on real-world ride-hailing applications. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Shuyue Wei (Beihang University)
- 2. Yuanyuan Zhang (North China Institute of Computing Technology)
- 3. Zimu Zhou (City University of Hong Kong)
- 4. Tianlong Zhang (Beihang University)
- 5. Ke Xu (Beihang University)
BibTeX Citation
@article{wei_vldb24,
title = {{FedSM: A Practical Federated Shared Mobility System}},
author = {Wei, Shuyue and Zhang, Yuanyuan and Zhou, Zimu and Zhang, Tianlong and Xu, Ke},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {12},
pages = {4445--4448},
doi = {10.14778/3685800.3685896},
url = {https://doi.org/10.14778/3685800.3685896},
year = {2024}
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