| Optimizing Federated Learning on Non-IID Data with Reinforcement Learning H Wang, Z Kaplan, D Niu, B Li IEEE International Conference on Computer Communications (INFOCOM), 1698-1707, 2020 | 1268 | 2020 |
| FedALA: Adaptive Local Aggregation for Personalized Federated Learning J Zhang, Y Hua, H Wang, T Song, Z Xue, R Ma, H Guan In Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) 2023, 2023 | 488 | 2023 |
| {Information-Agnostic} flow scheduling for commodity data centers W Bai, L Chen, K Chen, D Han, C Tian, H Wang 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2015 | 429 | 2015 |
| Distributed Machine Learning with a Serverless Architecture H Wang, D Niu, B Li IEEE International Conference on Computer Communications (INFOCOM), 2019 | 224 | 2019 |
| Guaranteeing deadlines for inter-datacenter transfers H Zhang, K Chen, W Bai, D Han, C Tian, H Wang, H Guan, M Zhang Proceedings of the Tenth European Conference on Computer Systems, 1-14, 2015 | 211 | 2015 |
| Explicit path control in commodity data centers: Design and applications S Hu, K Chen, H Wu, W Bai, C Lan, H Wang, H Zhao, C Guo 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2015 | 121 | 2015 |
| PIAS: Practical information-agnostic flow scheduling for commodity data centers W Bai, L Chen, K Chen, D Han, C Tian, H Wang IEEE/ACM Transactions on Networking 25 (4), 1954-1967, 2017 | 120 | 2017 |
| Fedcp: Separating feature information for personalized federated learning via conditional policy J Zhang, Y Hua, H Wang, T Song, Z Xue, R Ma, H Guan Proceedings of the 29th ACM SIGKDD conference on knowledge discovery and …, 2023 | 117 | 2023 |
| Gpfl: Simultaneously learning global and personalized feature information for personalized federated learning J Zhang, Y Hua, H Wang, T Song, Z Xue, R Ma, J Cao, H Guan Proceedings of the IEEE/CVF international conference on computer vision …, 2023 | 111 | 2023 |
| Self-supervised vessel segmentation via adversarial learning Y Ma, Y Hua, H Deng, T Song, H Wang, Z Xue, H Cao, R Ma, H Guan proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 88 | 2021 |
| Faasrank: Learning to schedule functions in serverless platforms H Yu, AA Irissappane, H Wang, WJ Lloyd 2021 IEEE international conference on autonomic computing and self …, 2021 | 78 | 2021 |
| Seizing critical learning periods in federated learning G Yan, H Wang, J Li Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8788-8796, 2022 | 75* | 2022 |
| Siren: Byzantine-robust federated learning via proactive alarming H Guo, H Wang, T Song, Y Hua, Z Lv, X Jin, Z Xue, R Ma, H Guan Proceedings of the ACM symposium on cloud computing, 47-60, 2021 | 75 | 2021 |
| Eliminating Domain Bias for Federated Learning in Representation Space. J Zhang, Y Hua, J Cao, H Wang, T Song, Z Xue, R Ma, H Guan NeurIPS, 2023 | 74 | 2023 |
| Rainbowcake: Mitigating cold-starts in serverless with layer-wise container caching and sharing H Yu, R Basu Roy, C Fontenot, D Tiwari, J Li, H Zhang, H Wang, SJ Park Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 70 | 2024 |
| Accelerating serverless computing by harvesting idle resources H Yu, H Wang, J Li, X Yuan, SJ Park Proceedings of the ACM Web Conference 2022, 1741-1751, 2022 | 70* | 2022 |
| Criticalfl: A critical learning periods augmented client selection framework for efficient federated learning G Yan, H Wang, X Yuan, J Li Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 51 | 2023 |
| PFLlib: Personalized federated learning algorithm library J Zhang, Y Liu, Y Hua, H Wang, T Song, Z Xue, R Ma, J Cao arXiv preprint arXiv:2312.04992, 2023 | 42 | 2023 |
| Backdoor Federated Learning by Poisoning Backdoor-Critical Layers H Zhuang, M Yu, H Wang, Y Hua, J Li, X Yuan ICLR 2024, 2023 | 42 | 2023 |
| DeFL: Defending Against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness G Yan, H Wang, X Yuan, J Li In Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) 2023, 2023 | 39 | 2023 |
Tao SongAssociate Researcher, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
