OLALa: Online Learned Adaptive Lattice Codes for Heterogeneous Federated Learning.
CoRR, June, 2025
Stragglers-Aware Low-Latency Synchronous Federated Learning via Layer-Wise Model Updates.
IEEE Trans. Commun., May, 2025
Adaptive Deadline and Batch Layered Synchronized Federated Learning.
CoRR, May, 2025
PAUSE: Low-Latency and Privacy-Aware Active User Selection for Federated Learning.
CoRR, March, 2025
PAUSE: Privacy-Aware Active User Selection for Federated Learning.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
Data-Driven Lattices for Vector Quantization.
Proceedings of the IEEE International Conference on Acoustics, 2024
Joint Privacy Enhancement and Quantization in Federated Learning.
IEEE Trans. Signal Process., 2023
Compressed Private Aggregation for Scalable and Robust Federated Learning over Massive Networks.
CoRR, 2023
CPA: Compressed Private Aggregation for Scalable Federated Learning Over Massive Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023
Joint Privacy Enhancement and Quantization in Federated Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2022
DeepUME: Learning the Universal Manifold Embedding for Robust Point Cloud Registration.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021