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Liangqi Yuan
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2020 – today
- 2024
- [j5]Liangqi Yuan, Ziran Wang, Lichao Sun, Philip S. Yu, Christopher G. Brinton:
Decentralized Federated Learning: A Survey and Perspective. IEEE Internet Things J. 11(21): 34617-34638 (2024) - [j4]Vishnu Pandi Chellapandi, Liangqi Yuan, Christopher G. Brinton, Stanislaw H. Zak, Ziran Wang:
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges. IEEE Trans. Intell. Veh. 9(1): 119-137 (2024) - [c7]Liangqi Yuan, Dong-Jun Han, Vishnu Pandi Chellapandi, Stanislaw H. Zak, Christopher G. Brinton:
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication. ICC 2024: 287-292 - [i14]Liangqi Yuan, Dong-Jun Han, Su Wang, Devesh Upadhyay, Christopher G. Brinton:
Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection. CoRR abs/2401.16685 (2024) - [i13]Manuel Mar, Vishnu Chellapandi, Liangqi Yuan, Ziran Wang, Eric Dietz:
A Review of Full-Sized Autonomous Racing Vehicle Sensor Architecture. CoRR abs/2402.02603 (2024) - [i12]Jieyi Tan, Yansheng Li, Sergey A. Bartalev, Bo Dang, Wei Chen, Yongjun Zhang, Liangqi Yuan:
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation. CoRR abs/2404.09292 (2024) - 2023
- [j3]Liangqi Yuan, Houlin Chen, Robert L. Ewing, Erik Philip Blasch, Jia Li:
3-D Indoor Positioning Based on Passive Radio Frequency Signal Strength Distribution. IEEE Internet Things J. 10(15): 13933-13944 (2023) - [j2]Liangqi Yuan, Lu Su, Ziran Wang:
Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application. IEEE Internet Things J. 10(20): 18292-18301 (2023) - [c6]Liangqi Yuan, Yunsheng Ma, Lu Su, Ziran Wang:
Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition. CVPR Workshops 2023: 5250-5259 - [c5]Yunsheng Ma, Liangqi Yuan, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Zihao Li, Ziran Wang:
M2DAR: Multi-View Multi-Scale Driver Action Recognition with Vision Transformer. CVPR Workshops 2023: 5287-5294 - [c4]Shiyu Yang, Liangqi Yuan, Jia Li:
Extraction and Denoising of Human Signature on Radio Frequency Spectrums. ICCE 2023: 1-6 - [c3]Vishnu Pandi Chellapandi, Liangqi Yuan, Stanislaw H. Zak, Ziran Wang:
A Survey of Federated Learning for Connected and Automated Vehicles. ITSC 2023: 2485-2492 - [i11]Liangqi Yuan, Lu Su, Ziran Wang:
Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application. CoRR abs/2301.04829 (2023) - [i10]Vishnu Pandi Chellapandi, Liangqi Yuan, Stanislaw H. Zak, Ziran Wang:
A Survey of Federated Learning for Connected and Automated Vehicles. CoRR abs/2303.10677 (2023) - [i9]Liangqi Yuan, Houlin Chen, Robert L. Ewing, Jia Li:
Passive Radio Frequency-based 3D Indoor Positioning System via Ensemble Learning. CoRR abs/2304.06513 (2023) - [i8]Liangqi Yuan, Yunsheng Ma, Lu Su, Ziran Wang:
Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition. CoRR abs/2304.07421 (2023) - [i7]Yunsheng Ma, Liangqi Yuan, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Zihao Li, Ziran Wang:
M2DAR: Multi-View Multi-Scale Driver Action Recognition with Vision Transformer. CoRR abs/2305.08877 (2023) - [i6]Liangqi Yuan, Yuan Wei, Jia Li:
Smart Pressure e-Mat for Human Sleeping Posture and Dynamic Activity Recognition. CoRR abs/2305.11367 (2023) - [i5]Liangqi Yuan, Lichao Sun, Philip S. Yu, Ziran Wang:
Decentralized Federated Learning: A Survey and Perspective. CoRR abs/2306.01603 (2023) - [i4]Huaizheng Mu, Liangqi Yuan, Jia Li:
Human Sensing via Passive Spectrum Monitoring. CoRR abs/2306.15893 (2023) - [i3]Vishnu Pandi Chellapandi, Liangqi Yuan, Christopher G. Brinton, Stanislaw H. Zak, Ziran Wang:
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges. CoRR abs/2308.10407 (2023) - [i2]Liangqi Yuan, Ziran Wang, Christopher G. Brinton:
Digital Ethics in Federated Learning. CoRR abs/2310.03178 (2023) - [i1]Liangqi Yuan, Dong-Jun Han, Vishnu Pandi Chellapandi, Stanislaw H. Zak, Christopher G. Brinton:
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication. CoRR abs/2310.07048 (2023) - 2022
- [j1]Liangqi Yuan, Jack Andrews, Huaizheng Mu, Asad Vakil, Robert Ewing, Erik Blasch, Jia Li:
Interpretable Passive Multi-Modal Sensor Fusion for Human Identification and Activity Recognition. Sensors 22(15): 5787 (2022) - [c2]Liangqi Yuan, Houlin Chen, Robert Ewing, Jia Li:
Passive Radio Frequency-Based 3D Indoor Positioning System via Ensemble Learning. DDDAS 2022: 173-184 - 2021
- [c1]Liangqi Yuan, Jia Li:
Smart Cushion Based on Pressure Sensor Array for Human Sitting Posture Recognition. IEEE SENSORS 2021: 1-4
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