Publications

Liangqi Yuan, Ziran Wang, Christopher G. Brinton (2024). 🆕 Digital Ethics in Federated Learning. IEEE Internet Computing.

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Manuel Mar, Vishnu Pandi Chellapandi, Liangqi Yuan, Ziran Wang, Eric Dietz (2024). 🆕 A Review of Full-Sized Autonomous Racing Vehicle Sensor Architecture. arXiv.

Liangqi Yuan, Dong-Jun Han, Su Wang, Devesh Upadhyay, Christopher G. Brinton (2024). 🆕 Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection. arXiv.

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Liangqi Yuan, Dong-Jun Han, Vishnu Pandi Chellapandi, Stanislaw H. Żak, Christopher G. Brinton (2024). 🆕 FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication. IEEE International Conference on Communications.

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Vishnu Pandi Chellapandi, Liangqi Yuan, Christopher G. Brinton, Stanislaw H. Żak, Ziran Wang (2023). 🆕 Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges. IEEE Transactions on Intelligent Vehicles.

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Vishnu Pandi Chellapandi, Liangqi Yuan, Stanislaw H. Żak, Ziran Wang (2023). A Survey of Federated Learning for Connected and Automated Vehicles. 26th IEEE International Conference on Intelligent Transportation Systems (ITSC).

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Huaizheng Mu, Liangqi Yuan, Jia Li (2023). Human Sensing via Passive Spectrum Monitoring. IEEE Open Journal of Instrumentation and Measurement.

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Liangqi Yuan, Yunsheng Ma, Lu Su, Ziran Wang (2023). Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.

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Yunsheng Ma, Liangqi Yuan, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Zihao Li, Ziran Wang (2023). M²DAR: Multi-View Multi-Scale Driver Action Recognition with Vision Transformer. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.

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Liangqi Yuan, Ziran Wang, Lichao Sun, Philip S. Yu, Christopher G. Brinton (2023). Decentralized Federated Learning: A Survey and Perspective. arXiv.

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Liangqi Yuan, Yuan Wei, Jia Li (2023). Smart Pressure e-Mat for Human Posture and Dynamic Activity Recognition. arXiv.

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Liangqi Yuan, Su Lu, Ziran Wang (2023). Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application. IEEE Internet of Things Journal.

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Liangqi Yuan, Houlin Chen, Robert Ewing, Erik Blasch, Jia Li (2023). Three Dimensional Indoor Positioning Based on Passive Radio Frequency Signal Strength Distribution. IEEE Internet of Things Journal.

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Shiyu Yang, Liangqi Yuan, Jia Li (2023). Extraction and Denoising of Human Signature on Radio Frequency Spectrums. IEEE 41st International Conference on Consumer Electronics (ICCE).

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Liangqi Yuan, Houlin Chen, Robert Ewing, Jia Li (2022). Passive Radio Frequency-Based 3D Indoor Positioning System via Ensemble Learning. International Conference on Dynamic Data Driven Applications Systems.

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Liangqi Yuan, Jack Andrews, Huaizheng Mu, Asad Vakil, Robert Ewing, Erik Blasch, Jia Li (2022). Interpretable Passive Multi-Modal Sensor Fusion for Human Identification and Activity Recognition. Sensors.

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Liangqi Yuan, Hongwei Qu, Jia Li (2021). Velostat Sensor Array for Object Recognition. IEEE Sensors Journal.

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Liangqi Yuan, Jia Li (2021). Smart Cushion Based on Pressure Sensor Array for Human Sitting Posture Recognition. IEEE Sensors Conference.

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