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Jiawei Shao（邵嘉伟）
Jiawei Shao（邵嘉伟）
Outros nomesJiawei Shao, J. Shao
Research Scientist, Institute of Artificial Intelligence, China Telecom（中国电信人工智能研究院, TeleAI）
Email confirmado em chinatelecom.cn - Página inicial
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Ano
Learning task-oriented communication for edge inference: An information bottleneck approach
J Shao, Y Mao, J Zhang
IEEE Journal on Selected Areas in Communications 40 (1), 197-211, 2021
2382021
Defending chatgpt against jailbreak attack via self-reminders
Y Xie, J Yi, J Shao, J Curl, L Lyu, Q Chen, X Xie, F Wu
Nature Machine Intelligence 5 (12), 1486-1496, 2023
217*2023
Bottlenet++: An end-to-end approach for feature compression in device-edge co-inference systems
J Shao, J Zhang
2020 IEEE International Conference on Communications Workshops (ICC …, 2020
1962020
Task-oriented communication for multidevice cooperative edge inference
J Shao, Y Mao, J Zhang
IEEE Transactions on Wireless Communications 22 (1), 73-87, 2022
1352022
Communication-computation trade-off in resource-constrained edge inference
J Shao, J Zhang
IEEE Communications Magazine 58 (12), 20-26, 2021
1312021
Large language models empowered autonomous edge AI for connected intelligence
Y Shen, J Shao, X Zhang, Z Lin, H Pan, D Li, J Zhang, KB Letaief
IEEE Communications Magazine 62 (10), 140-146, 2024
842024
Federated learning with GAN-based data synthesis for non-iid clients
Z Li, J Shao, Y Mao, JH Wang, J Zhang
International Workshop on Trustworthy Federated Learning, 17-32, 2022
512022
Branchy-GNN: A device-edge co-inference framework for efficient point cloud processing
J Shao, H Zhang, Y Mao, J Zhang
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
512021
Semi-decentralized federated edge learning for fast convergence on non-IID data
Y Sun, J Shao, Y Mao, JH Wang, J Zhang
2022 IEEE Wireless Communications and Networking Conference (WCNC), 1898-1903, 2022
472022
DReS-FL: Dropout-resilient secure federated learning for non-iid clients via secret data sharing
J Shao, Y Sun, S Li, J Zhang
2022 Conference on Neural Information Processing Systems (NeurIPS), 2022
422022
Semi-decentralized federated edge learning with data and device heterogeneity
Y Sun, J Shao, Y Mao, JH Wang, J Zhang
IEEE Transactions on Network and Service Management 20 (2), 1487-1501, 2023
312023
Selective knowledge sharing for privacy-preserving federated distillation without a good teacher
J Shao, F Wu, J Zhang
Nature Communications 15 (1), 349, 2024
282024
A survey of what to share in federated learning: Perspectives on model utility, privacy leakage, and communication efficiency
J Shao, Z Li, W Sun, T Zhou, Y Sun, L Liu, Z Lin, Y Mao, J Zhang
arXiv preprint arXiv:2307.10655, 2023
272023
WirelessLLM: Empowering large language models towards wireless intelligence
J Shao, J Tong, Q Wu, W Guo, Z Li, Z Lin, J Zhang
arXiv preprint arXiv:2405.17053, 2024
262024
Task-oriented communication for edge video analytics
J Shao, X Zhang, J Zhang
IEEE Transactions on Wireless Communications 23 (5), 4141-4154, 2023
242023
Feature matching data synthesis for non-IID federated learning
Z Li, Y Sun, J Shao, Y Mao, JH Wang, J Zhang
IEEE Transactions on Mobile Computing 23 (10), 9352-9367, 2024
202024
LDMIC: Learning-based Distributed Multi-view Image Coding
X Zhang, J Shao, J Zhang
The Eleventh International Conference on Learning Representations, 2023
192023
Stochastic coded federated learning with convergence and privacy guarantees
Y Sun, J Shao, S Li, Y Mao, J Zhang
2022 IEEE International Symposium on Information Theory (ISIT), 2028-2033, 2022
192022
Communication-computation efficient device-edge co-inference via AutoML
X Zhang, J Shao, Y Mao, J Zhang
2021 IEEE Global Communications Conference (GLOBECOM), 01-06, 2021
132021
Graph neural network enhanced retrieval for question answering of llms
Z Li, Q Guo, J Shao, L Song, J Bian, J Zhang, R Wang
arXiv preprint arXiv:2406.06572, 2024
122024
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