2 papers
cs.AI2025
MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion
Haolong Xiang, Peisi Wang, Xiaolong Xu +5
With rapid urbanization in the modern era, traffic signals from various sensors have been playing a significant role in monitoring the states of cities, which provides a strong fou…
cs.LG2025
GCFL: A Gradient Correction-based Federated Learning Framework for Privacy-preserving CPSS
Jiayi Wan, Xiang Zhu, Fanzhen Liu +2
Federated learning, as a distributed architecture, shows great promise for applications in Cyber-Physical-Social Systems (CPSS). In order to mitigate the privacy risks inherent in…