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Yujing Chen
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Asynchronous online federated learning for edge devices with non-iid data
Y Chen, Y Ning, M Slawski, H Rangwala
2020 IEEE International Conference on Big Data (Big Data), 15-24, 2020
3632020
FedAT: a high-performance and communication-efficient federated learning system with asynchronous tiers
Z Chai, Y Chen, A Anwar, L Zhao, Y Cheng, H Rangwala
Proceedings of the International Conference for High Performance Computing …, 2021
185*2021
Running out of stem: a comparative study across stem majors of college students at-risk of dropping out early
Y Chen, A Johri, H Rangwala
Proceedings of the 8th international conference on learning analytics and …, 2018
952018
Asynchronous federated learning for sensor data with concept drift
Y Chen, Z Chai, Y Cheng, H Rangwala
2021 IEEE International Conference on Big Data (Big Data), 4822-4831, 2021
242021
Federated multi-task learning with hierarchical attention for sensor data analytics
Y Chen, Y Ning, Z Chai, H Rangwala
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
22*2020
WLA4ND: A wearable dataset of learning activities for young adults with neurodiversity to provide support in education
H Zheng, P Mahapasuthanon, Y Chen, H Rangwala, AS Evmenova, ...
Proceedings of the 23rd International ACM SIGACCESS Conference on Computers …, 2021
52021
Attention-based multi-task learning for sensor analytics
Y Chen, H Rangwala
2019 IEEE International Conference on Big Data (Big Data), 2187-2196, 2019
52019
Sensor Analytics Using Multi-Task Learning and Federated Learning
Y Chen
George Mason University, 2021
2021
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