A Survey of Federated Learning for Connected and Automated Vehicles

19 March 2023

Vishnu Pandi Chellapandi

Papers citing "A Survey of Federated Learning for Connected and Automated Vehicles"

21 / 21 papers shown

Title
Fine-Tuning Federated Learning-Based Intrusion Detection Systems for Transportation IoT Robert Akinie Nana Kankam Gyimah Mansi Bhavsar John Kelly 83 0 0 10 Feb 2025
Act in Collusion: A Persistent Distributed Multi-Target Backdoor in Federated Learning Tao Liu Wu Yang Chen Xu Jiguang Lv Huanran Wang Yuhang Zhang Shuchun Xu Dapeng Man AAML FedML 35 0 0 06 Nov 2024
On the Federated Learning Framework for Cooperative Perception Zhenrong Zhang Jianan Liu Xi Zhou Tao Huang Qing-Long Han Jingxin Liu Hongbin Liu FedML 39 2 0 26 Apr 2024
Multi-agent Collaborative Perception for Robotic Fleet: A Systematic Review Apoorv Singh Gaurav Raut Alka Choudhary 40 1 0 22 Mar 2024
FedNMUT -- Federated Noisy Model Update Tracking Convergence Analysis Vishnu Pandi Chellapandi Antesh Upadhyay Abolfazl Hashemi Stanislaw H. .Zak FedML 30 2 0 20 Mar 2024
A Review of Full-Sized Autonomous Racing Vehicle Sensor Architecture Manuel Mar Vishnu Pandi Chellapandi Liangqi Yuan Ziran Wang Eric Dietz 34 2 0 04 Feb 2024
Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection Liangqi Yuan Dong-Jun Han Su Wang Devesh Upadhyay Christopher G. Brinton 41 10 0 30 Jan 2024
Towards Knowledge-driven Autonomous Driving Xin Li Yeqi Bai Pinlong Cai Licheng Wen Daocheng Fu ... Yikang Li Botian Shi Yong-Jin Liu Liang He Yu Qiao 32 26 0 07 Dec 2023
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication Liangqi Yuan Dong-Jun Han Vishnu Pandi Chellapandi Stanislaw H. .Zak Christopher G. Brinton 33 11 0 10 Oct 2023
Digital Ethics in Federated Learning Liangqi Yuan Ziran Wang Christopher G. Brinton 25 4 0 04 Oct 2023
Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems Shiying Zhang Jun Li Long Shi Ming Ding Dinh C. Nguyen Wuzheng Tan Jian Weng Zhu Han 61 35 0 20 Sep 2023
Connected Autonomous Vehicle Motion Planning with Video Predictions from Smart, Self-Supervised Infrastructure Jiankai Sun Shreyas Kousik David Fridovich-Keil Mac Schwager 31 2 0 14 Sep 2023
Learning Driver Models for Automated Vehicles via Knowledge Sharing and Personalization Wissam Kontar Xinzhi Zhong Soyoung Ahn 25 0 0 31 Aug 2023
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges Vishnu Pandi Chellapandi Liangqi Yuan Christopher G. Brinton Stanislaw H. .Zak Ziran Wang FedML 38 75 0 21 Aug 2023
Decentralized Federated Learning: A Survey and Perspective Liangqi Yuan Ziran Wang Lichao Sun Philip S. Yu Christopher G. Brinton FedML 40 85 0 02 Jun 2023
Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition Liangqi Yuan Yunsheng Ma Lu Su Ziran Wang FedML 32 24 0 14 Apr 2023
On the Convergence of Decentralized Federated Learning Under Imperfect Information Sharing Vishnu Pandi Chellapandi Antesh Upadhyay Abolfazl Hashemi Stanislaw H. .Zak FedML 22 31 0 19 Mar 2023
A Systematic Survey of Control Techniques and Applications in Connected and Automated Vehicles Wei Liu Mingya Hua Zhi-Guo Deng Zonglin Meng Yanjun Huang ... Changsheng Liu Bin Shuai Amir Khajepour Lu Xiong Xin Xia 38 63 0 10 Mar 2023
Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges Yushan Han Hui Zhang Huifang Li Yi Jin Congyan Lang Yidong Li 34 100 0 16 Jan 2023
A Field Guide to Federated Optimization Jianyu Wang Zachary B. Charles Zheng Xu Gauri Joshi H. B. McMahan ... Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu FedML 187 411 0 14 Jul 2021
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems S. Savazzi M. Nicoli M. Bennis Sanaz Kianoush Luca Barbieri FedML AIFin AI4CE 40 125 0 09 Jan 2021