| 2022 | AAAI | Coordinating Momenta for Cross-Silo Federated Learning. | An Xu, Heng Huang |
| 2022 | CVPR | Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation. | An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu |
| 2022 | ECCV | Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation. | 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 |
| 2022 | ICML | Detached Error Feedback for Distributed SGD with Random Sparsification. | An Xu, Heng Huang |
| 2021 | AAAI | On the Convergence of Communication-Efficient Local SGD for Federated Learning. | Hongchang Gao, An Xu, Heng Huang |
| 2021 | AAAI | Step-Ahead Error Feedback for Distributed Training with Compressed Gradient. | An Xu, Zhouyuan Huo, Heng Huang |
| 2020 | CVPR | On the Acceleration of Deep Learning Model Parallelism With Staleness. | An Xu, Zhouyuan Huo, Heng Huang |
| 2019 | USENIX | Tangram: Bridging Immutable and Mutable Abstractions for Distributed Data Analytics. | Yuzhen Huang, Xiao Yan, Guanxian Jiang, Tatiana Jin, James Cheng, An Xu, Zhanhao Liu, Shuo Tu |
| 2018 | IROS | Map-based Deep Imitation Learning for Obstacle Avoidance. | Yuejiang Liu, An Xu, Zichong Chen |
| 2018 | SIGMOD | A General and Efficient Querying Method for Learning to Hash. | Jinfeng Li, Xiao Yan, Jie Zhang, An Xu, James Cheng, Jie Liu, Kelvin Kai Wing Ng, Ti-Chung Cheng |
| 2010 | ICNC | Prediction of wind-induced pressures on long-span roofs with complex shape using artificial neural networks. | An Xu, Ruohong Zhao |