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Yuhao Zhou
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Communication-efficient federated learning with compensated overlap-fedavg
Y Zhou, Q Ye, J Lv
IEEE Transactions on Parallel and Distributed Systems 33 (1), 192-205, 2021
1332021
DBS: Dynamic batch size for distributed deep neural network training
Q Ye, Y Zhou, M Shi, Y Sun, J Lv
arXiv preprint arXiv:2007.11831, 2020
122020
Lana: Towards personalized deep knowledge tracing through distinguishable interactive sequences
Y Zhou, X Li, Y Cao, X Zhao, Q Ye, J Lv
arXiv preprint arXiv:2105.06266, 2021
112021
PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning.
M Shi, Y Zhou, K Wang, H Zhang, S Huang, Q Ye, J Lv
Advances in Neural Information Processing Systems 36, 2024
7*2024
Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence
Y Zhou, M Shi, Y Li, Y Sun, Q Ye, J Lv
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
52023
FLSGD: free local SGD with parallel synchronization
Q Ye, Y Zhou, M Shi, J Lv
The Journal of Supercomputing 78 (10), 12410-12433, 2022
52022
DeFTA: A plug-and-play peer-to-peer decentralized federated learning framework
Y Zhou, M Shi, Y Tian, Q Ye, J Lv
Information Sciences 670, 120582, 2024
3*2024
DLB: a dynamic load balance strategy for distributed training of deep neural networks
Q Ye, Y Zhou, M Shi, Y Sun, J Lv
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022
32022
HPSGD: Hierarchical Parallel SGD with Stale Gradients Featuring
Y Zhou, Q Ye, H Zhang, J Lv
International Conference on Neural Information Processing, 440-451, 2020
22020
Violence-MFAS: Audio-Visual Violence Detection Using Multimodal Fusion Architecture Search
D Si, Q Ye, J Lv, Y Zhou, J Lv
International Conference on Neural Information Processing, 205-216, 2023
12023
Unconstrained Feature Model and Its General Geometric Patterns in Federated Learning: Local Subspace Minority Collapse
M Shi, Y Zhou, Q Ye, J Lv
International Conference on Neural Information Processing, 449-464, 2023
2023
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