An Xu

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 30

Top Topics

Collaborative Learning

Learning Algorithm

Top Venues

Publications

An Xu, Yang Bai
Distributed Adaptive Optimization with Divisible Communication. ECML/PKDD (3) (2023)
An Xu, Yang Bai
Cross Model Parallelism for Faster Bidirectional Training of Large Convolutional Neural Networks. ECML/PKDD (3) (2023)
Pengfei Guo, Dong Yang, Ali Hatamizadeh, An Xu, Ziyue Xu, Wenqi Li, Can Zhao, Daguang Xu, Stephanie A. Harmon, Evrim Turkbey, Baris Turkbey, Bradford J. Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth
Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation. CoRR (2022)
An Xu, Heng Huang
Coordinating Momenta for Cross-Silo Federated Learning. AAAI (2022)
Bin Gu, An Xu, Zhouyuan Huo, Cheng Deng, Heng Huang
Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
An Xu, Shaoyu Wang, Shaoping Ye, Jingyi Fan, Xiujin Shi, Xiaoling Xia
Ca-Mt: A Self-Ensembling Model for Semi-Supervised Cardiac Segmentation with Elliptical Descriptor Based Contour-Aware. ISBI (2022)
Huiming Jiang, Song Li, Yunfei Shao, An Xu, Jing Yuan, Qian Zhao
A Multi-channel Fusion Method Based on Tensor for Rolling Bearing Fault Diagnosis. NCAA (2) (2022)
An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu
Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation. CoRR (2022)
An Xu, Heng Huang
Detached Error Feedback for Distributed SGD with Random Sparsification. ICML (2022)
Pengfei Guo, Dong Yang, Ali Hatamizadeh, An Xu, Ziyue Xu, Wenqi Li, Can Zhao, Daguang Xu, Stephanie A. Harmon, Evrim Turkbey, Baris Turkbey, Bradford J. Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth
Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation. ECCV (21) (2022)
An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu
Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation. CVPR (2022)
An Xu, Heng Huang
Double Momentum SGD for Federated Learning. CoRR (2021)
Hongchang Gao, An Xu, Heng Huang
On the Convergence of Communication-Efficient Local SGD for Federated Learning. AAAI (2021)
An Xu, Zhouyuan Huo, Heng Huang
Step-Ahead Error Feedback for Distributed Training with Compressed Gradient. AAAI (2021)
An Xu, Zhouyuan Huo, Heng Huang
Training Faster with Compressed Gradient. CoRR (2020)
An Xu, Zhouyuan Huo, Heng Huang
On the Acceleration of Deep Learning Model Parallelism With Staleness. CVPR (2020)
An Xu, Zhouyuan Huo, Heng Huang
Optimal Gradient Quantization Condition for Communication-Efficient Distributed Training. CoRR (2020)
Bin Gu, An Xu, Zhouyuan Huo, Cheng Deng, Heng Huang
Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning. CoRR (2020)
An Xu, Zhouyuan Huo, Heng Huang
Exploit Where Optimizer Explores via Residuals. CoRR (2020)
Yuzhen Huang, Xiao Yan, Guanxian Jiang, Tatiana Jin, James Cheng, An Xu, Zhanhao Liu, Shuo Tu
Tangram: Bridging Immutable and Mutable Abstractions for Distributed Data Analytics. USENIX Annual Technical Conference (2019)
Chunqing Gao, Yingxin Kou, You Li, Zhanwu Li, An Xu
Multi-Objective Weapon Target Assignment Based on D-NSGA-III-A. IEEE Access 7 (2019)
An Xu, Zhouyuan Huo, Heng Huang
Diversely Stale Parameters for Efficient Training of CNNs. CoRR (2019)
Jinfeng Li, Xiao Yan, Jian Zhang, An Xu, James Cheng, Jie Liu, Kelvin Kai Wing Ng, Ti-Chung Cheng
A General and Efficient Querying Method for Learning to Hash. SIGMOD Conference (2018)
Yang Wen, An Xu, Wei Liu, Leiting Chen
A Wide Residual Network for Sentiment Classification. ICDLT (2018)
Yuejiang Liu, An Xu, Zichong Chen
Map-based Deep Imitation Learning for Obstacle Avoidance. IROS (2018)
Haiyan Yang, Hongqiang Liu, Zhongliang Zhou, An Xu
A practical adaptive nonlinear tracking algorithm with range rate measurement. Int. J. Distributed Sens. Networks 14 (5) (2018)
Pengbo Wen, Junfeng Xia, Xianbin Cao, Bin Chen, Yinping Tao, Lijun Wu, An Xu, Guoping Zhao
dbCRSR: a manually curated database for regulation of cancer radiosensitivity. Database J. Biol. Databases Curation 2018 (2018)
Yongkang Li, Zhiyuan Jiang, An Xu, Sheng Zhou, Zhisheng Niu
Elastic Local Breakout Strategy and Implementation for Delay-Sensitive Packets with Local Significance. CoRR (2017)
Jianrui Xu, Zhanwu Li, An Xu
小样本贝叶斯网络结构学习的KDE-CGA算法 (KDE-CGA Algorithm of Structure Learning for Small Sample Data Bayesian Network). 计算机科学 44 (Z11) (2017)
Yongkang Li, Zhiyuan Jiang, An Xu, Sheng Zhou, Zhisheng Niu
Elastic local breakout strategy and implementation for delay-sensitive packets with local significance. WCSP (2017)
Chengwei Ruan, Lei Yu, Zhongliang Zhou, An Xu
Trajectory Optimization for Cooperative Air Combat Engagement Based on Receding Horizon Control. IScIDE (2) (2015)
Weiqin Ying, Yuehong Xie, Xing Xu, Yu Wu, An Xu, Zhenyu Wang
An Efficient and Universal Conical Hypervolume Evolutionary Algorithm in Three or Higher Dimensional Objective Space. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (11) (2015)
Xiangming Qiao, An Xu, Shengtian Liu, Changli Zhao, Henghai Zhang
Large Sample Detection and Optimal Distribution Models of Vehicle Brake Performance. ICDMA (2011)
An Xu, Ruohong Zhao
Prediction of wind-induced pressures on long-span roofs with complex shape using artificial neural networks. ICNC (2010)