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Liangqi Yuan
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Decentralized Federated Learning: A Survey and Perspective
L Yuan, Z Wang, L Sun, PS Yu, CG Brinton
IEEE Internet of Things Journal, 2024
1052024
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges
VP Chellapandi, L Yuan, CG Brinton, SH Zak, Z Wang
IEEE Transactions on Intelligent Vehicles, 2023
972023
Velostat Sensor Array for Object Recognition
L Yuan, H Qu, J Li
IEEE Sensors Journal 22 (2), 1692-1704, 2021
442021
A Survey of Federated Learning for Connected and Automated Vehicles
VP Chellapandi, L Yuan, SH Zak, Z Wang
26th IEEE International Conference on Intelligent Transportation Systems (ITSC), 2023
382023
Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition
L Yuan, Y Ma, L Su, Z Wang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
362023
Interpretable Passive Multi-Modal Sensor Fusion for Human Identification and Activity Recognition
L Yuan, J Andrews, H Mu, A Vakil, R Ewing, E Blasch, J Li
Sensors 22 (15), 5787, 2022
352022
Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application
L Yuan, L Su, Z Wang
IEEE Internet of Things Journal 10 (20), 18292 - 18301, 2023
242023
Three Dimensional Indoor Positioning Based on Passive Radio Frequency Signal Strength Distribution
L Yuan, H Chen, R Ewing, E Blasch, J Li
IEEE Internet of Things Journal 10 (15), 13933 - 13944, 2023
162023
Smart Cushion Based on Pressure Sensor Array for Human Sitting Posture Recognition
L Yuan, J Li
2021 IEEE Sensors, 1-4, 2021
162021
Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection
L Yuan, DJ Han, S Wang, D Upadhyay, CG Brinton
arXiv preprint arXiv:2401.16685, 2024
142024
M²DAR: Multi-View Multi-Scale Driver Action Recognition with Vision Transformer
Y Ma, L Yuan, A Abdelraouf, K Han, R Gupta, Z Li, Z Wang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
122023
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication
L Yuan, DJ Han, VP Chellapandi, SH Żak, CG Brinton
IEEE International Conference on Communications, 2024
112024
Human Sensing via Passive Spectrum Monitoring
H Mu, L Yuan, J Li
IEEE Open Journal of Instrumentation and Measurement, 2023
62023
Passive Radio Frequency-Based 3D Indoor Positioning System via Ensemble Learning
L Yuan, H Chen, R Ewing, J Li
International Conference on Dynamic Data Driven Applications Systems, 173-184, 2022
62022
Smart Pressure e-Mat for Human Sleeping Posture and Dynamic Activity Recognition
L Yuan, Y Wei, J Li
IEEE Journal of Selected Areas in Sensors, 2024
52024
Extraction and Denoising of Human Signature on Radio Frequency Spectrums
S Yang, L Yuan, J Li
2023 IEEE International Conference on Consumer Electronics (ICCE), 1-6, 2023
52023
Digital Ethics in Federated Learning
L Yuan, Z Wang, CG Brinton
IEEE Internet Computing, 2024
42024
Using Diffusion Models as Generative Replay in Continual Federated Learning
Y Mei, L Yuan, DJ Han, KS Chan, CG Brinton, T Lan
arXiv preprint arXiv:2411.06618, 2024
22024
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation
J Tan, Y Li, SA Bartalev, S Stanislav, B Dang, Y Zhang, L Yuan, W Chen
arXiv preprint arXiv:2404.09292, 2024
22024
A review of full-sized autonomous racing vehicle sensor architecture
M Mar, V Chellapandi, L Yuan, Z Wang, E Dietz
arXiv preprint arXiv:2402.02603, 2024
22024
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