Federated Learning in Intelligent Transportation Systems: Recent
Applications and Open Problems

Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems

20 September 2023

Jun Li

Ming Ding

Papers citing "Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems"

11 / 11 papers shown

Title
Enhancing Trust Management System for Connected Autonomous Vehicles Using Machine Learning Methods: A Survey Qian Xu Lei Zhang Yong-Jin Liu 29 0 0 10 May 2025
Privacy-preserving Machine Learning in Internet of Vehicle Applications: Fundamentals, Recent Advances, and Future Direction Nazmul Islam Mohammad Zulkernine 47 0 0 03 Mar 2025
Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Rongguang Ye Shuai Wang Guangxu Zhu Yik-Chung Wu 32 4 0 29 Sep 2024
A survey on secure decentralized optimization and learning Changxin Liu Nicola Bastianello Wei Huo Yang Shi Karl H. Johansson 58 3 0 16 Aug 2024
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Sheng Xu Rongguang Ye ... Shuai Wang Guofa Li Zhenyu Chen Guangxu Zhu Yik-Chung Wu FedML 57 12 0 07 May 2024
Stragglers-Aware Low-Latency Synchronous Federated Learning via Layer-Wise Model Updates Natalie Lang Alejandro Cohen Nir Shlezinger FedML 58 4 0 27 Mar 2024
Enhancing Privacy in Federated Learning through Local Training Nicola Bastianello Changxin Liu Karl H. Johansson 51 2 0 26 Mar 2024
Convergence Acceleration in Wireless Federated Learning: A Stackelberg Game Approach Kaidi Wang Yi Ma Mahdi Boloursaz Mashhadi C. Foh Rahim Tafazolli Z. Ding FedML 58 11 0 14 Sep 2022
Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles Md Ferdous Pervej Jianlin Guo Kyeong Jin Kim Kieran Parsons P. Orlik Stefano Di Cairano Marcel Menner K. Berntorp Yukimasa Nagai H. Dai 44 11 0 17 May 2022
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation Jun Li Yumeng Shao Kang Wei Ming Ding Chuan Ma Long Shi Zhu Han Vincent Poor FedML 69 150 0 18 Jan 2021
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 171 1,642 0 02 Feb 2020