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Edge Learning: The Enabling Technology for Distributed Big Data Analytics in the Edge.

, , , , , , and . ACM Comput. Surv., 54 (7): 151:1-151:36 (2022)

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PMR: Prototypical Modal Rebalance for Multimodal Learning., , , , and . CVPR, page 20029-20038. IEEE, (2023)DaFKD: Domain-aware Federated Knowledge Distillation., , , , , and . CVPR, page 20412-20421. IEEE, (2023)Knowledge-Aware Parameter Coaching for Personalized Federated Learning., , , , and . AAAI, page 17069-17077. AAAI Press, (2024)FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers., , , , , and . CoRR, (2022)FR: Folded Rationalization with a Unified Encoder., , , , , and . NeurIPS, (2022)Fast Packet Loss Inferring via Personalized Simulation-Reality Distillation., , , , , , and . IEEE Trans. Mob. Comput., 23 (5): 3696-3706 (May 2024)FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices., , , , , , , and . WWW, page 2902-2913. ACM, (2024)AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated Compensation., , , , and . INFOCOM, page 1-10. IEEE, (2023)D-Separation for Causal Self-Explanation., , , , , , and . NeurIPS, (2023)Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit., , , , , , and . IEEE Trans. Mob. Comput., 23 (8): 8355-8369 (August 2024)