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Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm.

, , , , , and . CoRR, (2024)

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Symbiotic Sensing and Communications Towards 6G: Vision, Applications, and Technology Trends., , , , , , , and . VTC Fall, page 1-5. IEEE, (2021)One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis., , , and . IEEE Trans. Wirel. Commun., 20 (3): 2120-2135 (2021)Transmission Power Control for Over-the-Air Federated Averaging at Network Edge., , , and . IEEE J. Sel. Areas Commun., 40 (5): 1571-1586 (2022)Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G., , , , , , , and . Sci. China Inf. Sci., (March 2023)An Overview on Over-the-Air Federated Edge Learning., , , , , and . CoRR, (2022)Communication, Computing, and Learning on the Edge., , , , , and . ICCS, page 268-273. IEEE, (2018)Over-the-Air Computation in MIMO Multi-Access Channels: Beamforming and Channel Feedback., , and . CoRR, (2018)FallDeWideo: Vision-Aided Wireless Sensing Dataset for Fall Detection with Commodity Wi-Fi Devices., , , , , , , and . ISACom@MobiCom, page 7-12. ACM, (2023)Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics., , , and . GLOBECOM, page 5286-5291. IEEE, (2023)Joint Compression and Deadline Optimization for Communication-Efficient Federated Edge Learning., , , , , and . GLOBECOM (Workshops), page 521-526. IEEE, (2023)