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An Xu
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Year
Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning
B Gu, A Xu, Z Huo, C Deng, H Huang
IEEE Transactions on Neural Networks and Learning Systems, 2021
342021
Map-based deep imitation learning for obstacle avoidance
Y Liu, A Xu, Z Chen
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
202018
On the acceleration of deep learning model parallelism with staleness
A Xu, Z Huo, H Huang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
172020
On the convergence of communication-efficient local sgd for federated learning
H Gao, A Xu, H Huang
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7510-7518, 2021
142021
A general and efficient querying method for learning to hash
J Li, X Yan, J Zhang, A Xu, J Cheng, J Liu, KKW Ng, T Cheng
Proceedings of the 2018 International Conference on Management of Data, 1333 …, 2018
102018
Tangram: bridging immutable and mutable abstractions for distributed data analytics
Y Huang, X Yan, G Jiang, T Jin, J Cheng, A Xu, Z Liu, S Tu
2019 USENIX Annual Technical Conference (USENIX ATC 19), 191-206, 2019
92019
Step-ahead error feedback for distributed training with compressed gradient
A Xu, Z Huo, H Huang
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10478 …, 2021
8*2021
Optimal gradient quantization condition for communication-efficient distributed training
A Xu, Z Huo, H Huang
arXiv preprint arXiv:2002.11082, 2020
42020
Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation
P Guo, D Yang, A Hatamizadeh, A Xu, Z Xu, W Li, C Zhao, D Xu, ...
arXiv preprint arXiv:2203.06338, 2022
22022
Coordinating Momenta for Cross-silo Federated Learning
A Xu, H Huang
2*2022
Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation
A Xu, W Li, P Guo, D Yang, HR Roth, A Hatamizadeh, C Zhao, D Xu, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
22022
Elastic local breakout strategy and implementation for delay-sensitive packets with local significance
Y Li, Z Jiang, A Xu, S Zhou, Z Niu
2017 9th International Conference on Wireless Communications and Signal …, 2017
12017
Detached Error Feedback for Distributed SGD with Random Sparsification
A Xu, H Huang
International Conference on Machine Learning, 24550-24575, 2022
2022
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Articles 1–13