Publications

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

Liangqi Yuan, Yuan Wei, Jia Li (2024). 🔥 Smart Pressure e-Mat for Human Sleeping Posture and Dynamic Activity Recognition. IEEE Journal of Selected Areas in Sensors.

Yongsheng Mei, Liangqi Yuan, Dong-Jun Han, Kevin S. Chan, Christopher G. Brinton, Tian Lan (2024). 🔥 Using Diffusion Models as Generative Replay in Continual Federated Learning -- What will Happen?. arXiv.

PDF Cite DOI Code

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.

PDF Cite Slides DOI

Liangqi Yuan, Ziran Wang, Lichao Sun, Philip S. Yu, Christopher G. Brinton (2024). 🔥 Decentralized Federated Learning: A Survey and Perspective. IEEE Internet of Things Journal.

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.

PDF Cite Video DOI

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.

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).

PDF Cite Slides DOI

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

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.

PDF Cite Poster Slides DOI

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.

PDF Cite Slides DOI

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

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.

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).

PDF Cite Poster DOI

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.

PDF Cite Slides DOI

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.

PDF Cite DOI ⭐ Journal Cover

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

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

PDF Cite Poster DOI