| 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 | 34 | 2021 |
| 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 | 20 | 2018 |
| 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 | 17 | 2020 |
| 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 | 14 | 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 | 10 | 2018 |
| 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 | 9 | 2019 |
| 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 | 4 | 2020 |
| 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 | 2 | 2022 |
| 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 | 2 | 2022 |
| 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 | 1 | 2017 |
| Detached Error Feedback for Distributed SGD with Random Sparsification A Xu, H Huang International Conference on Machine Learning, 24550-24575, 2022 | | 2022 |
Heng HuangJohn A. Jurenko Endowed Professor, Electrical and Computer Engineering, University of PittsburghVerified email at pitt.edu
