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Pavana Prakash
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Year
IoT device friendly and communication-efficient federated learning via joint model pruning and quantization
P Prakash, J Ding, R Chen, X Qin, M Shu, Q Cui, Y Guo, M Pan
IEEE Internet of Things Journal 9 (15), 13638-13650, 2022
372022
Toward energy-efficient federated learning over 5g+ mobile devices
D Shi, L Li, R Chen, P Prakash, M Pan, Y Fang
IEEE Wireless Communications 29 (5), 44-51, 2022
362022
Privacy preserving facial recognition against model inversion attacks
P Prakash, J Ding, H Li, SM Errapotu, Q Pei, M Pan
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
102020
To talk or to work: Delay efficient federated learning over mobile edge devices
P Prakash, J Ding, M Wu, M Shu, R Yu, M Pan
2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021
62021
SQuaFL: Sketch-quantization inspired communication efficient federated learning
P Prakash, J Ding, M Shu, J Wang, W Xu, M Pan
2021 IEEE/ACM Symposium on Edge Computing (SEC), 350-354, 2021
32021
Secure authentication of ADS-B aircraft communications using retroactive key publication
P Prakash, A Abdelhadi, M Pan
arXiv preprint arXiv:1907.04909, 2019
22019
Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization
R Chen, Q Wan, P Prakash, L Zhang, X Yuan, Y Gong, X Fu, M Pan
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
DAFL: Delay Efficient Federated Learning over Mobile Devices via Device-to-Device Transmissions
H Su, P Prakash, R Chen, Y Gong, R Yu, X Fu, M Pan
GLOBECOM 2023-2023 IEEE Global Communications Conference, 5262-5267, 2023
2023
Eve Said Yes: AirBone Authentication for Head-Wearable Smart Voice Assistant
C Huang, H Zhong, J Lian, P Prakash, D Shi, Y Xu, M Pan
arXiv preprint arXiv:2309.15203, 2023
2023
Resting Your Car for Cash: Incentive Mechanism Based TNC Car Scheduling for Carbon Neutrality
M Wu, G Cheng, P Prakash, R Yu, X Xiong, M Pan
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
2023
Towards Mobile-Device Friendly Federated Learning: Efficiency, Privacy and Personalization
P Prakash
2023
Supplementary Material of Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization
R Chen, Q Wan, P Prakash, L Zhang, X Yuan, Y Gong, X Fu, M Pan
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