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An Xu
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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
1372021
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
492021
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
482022
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, ...
European Conference on Computer Vision, 437-455, 2022
442022
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
392018
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
372020
Coordinating Momenta for Cross-silo Federated Learning
A Xu, H Huang
24*2022
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
18*2021
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
182018
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
162019
Detached error feedback for distributed SGD with random sparsification
A Xu, H Huang
International Conference on Machine Learning, 24550-24575, 2022
92022
Distributed Adaptive Optimization with Divisible Communication
A Xu, Y Bai
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
8*2023
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
Cross Model Parallelism for Faster Bidirectional Training of Large Convolutional Neural Networks
A Xu, Y Bai
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
2023
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Articles 1–14