| Self-balancing federated learning with global imbalanced data in mobile systems M Duan, D Liu, X Chen, R Liu, Y Tan, L Liang IEEE Transactions on Parallel and Distributed Systems 32 (1), 59-71, 2020 | 494 | 2020 |
| Astraea: Self-balancing federated learning for improving classification accuracy of mobile deep learning applications M Duan, D Liu, X Chen, Y Tan, J Ren, L Qiao, L Liang 2019 IEEE 37th international conference on computer design (ICCD), 246-254, 2019 | 338 | 2019 |
| Flexible clustered federated learning for client-level data distribution shift M Duan, D Liu, X Ji, Y Wu, L Liang, X Chen, Y Tan, A Ren IEEE Transactions on Parallel and Distributed Systems 33 (11), 2661-2674, 2021 | 169 | 2021 |
| Fedgroup: Efficient federated learning via decomposed similarity-based clustering M Duan, D Liu, X Ji, R Liu, L Liang, X Chen, Y Tan 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2021 | 151 | 2021 |
| FedSAE: A novel self-adaptive federated learning framework in heterogeneous systems L Li, M Duan, D Liu, Y Zhang, A Ren, X Chen, Y Tan, C Wang 2021 International joint conference on neural networks (IJCNN), 1-10, 2021 | 85 | 2021 |
| CSAFL: A clustered semi-asynchronous federated learning framework Y Zhang, M Duan, D Liu, L Li, A Ren, X Chen, Y Tan, C Wang 2021 International joint conference on neural networks (IJCNN), 1-10, 2021 | 71 | 2021 |
| A new design of in-memory file system based on file virtual address framework EHM Sha, X Chen, Q Zhuge, L Shi, W Jiang IEEE Transactions on Computers 65 (10), 2959-2972, 2016 | 65 | 2016 |
| FedMDS: An efficient model discrepancy-aware semi-asynchronous clustered federated learning framework Y Zhang, D Liu, M Duan, L Li, X Chen, A Ren, Y Tan, C Wang IEEE Transactions on Parallel and Distributed Systems 34 (3), 1007-1019, 2023 | 64 | 2023 |
| Chordmap: Automated mapping of streaming applications onto cgra Z Li, D Wijerathne, X Chen, A Pathania, T Mitra IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 54 | 2021 |
| FedGroup: Efficient clustered federated learning via decomposed data-driven measure M Duan, D Liu, X Ji, R Liu, L Liang, X Chen, Y Tan arXiv preprint arXiv:2010.06870, 2020 | 53 | 2020 |
| Heterogeneous fpga-based cost-optimal design for timing-constrained cnns W Jiang, EHM Sha, Q Zhuge, L Yang, X Chen, J Hu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 44 | 2018 |
| Fedgroup: Ternary cosine similarity-based clustered federated learning framework toward high accuracy in heterogeneous data M Duan, D Liu, X Ji, R Liu, L Liang, X Chen, Y Tan CoRR, 2020 | 36 | 2020 |
| SSDKeeper: Self-adapting channel allocation to improve the performance of SSD devices R Liu, X Chen, Y Tan, R Zhang, L Liang, D Liu 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020 | 34 | 2020 |
| {CacheSifter}: Sifting cache files for boosted mobile performance and lifetime Y Liang, R Pan, T Ren, Y Cui, R Ausavarungnirun, X Chen, C Li, TW Kuo, ... 20th USENIX Conference on File and Storage Technologies (FAST 22), 445-459, 2022 | 32 | 2022 |
| Efficient data placement for improving data access performance on domain-wall memory X Chen, EHM Sha, Q Zhuge, CJ Xue, W Jiang, Y Wang IEEE Transactions on Very Large Scale Integration (VLSI) Systems 24 (10 …, 2016 | 29 | 2016 |
| Archivist: A machine learning assisted data placement mechanism for hybrid storage systems J Ren, X Chen, Y Tan, D Liu, M Duan, L Liang, L Qiao 2019 IEEE 37th International Conference on Computer Design (ICCD), 676-679, 2019 | 28 | 2019 |
| Optimizing data placement for reducing shift operations on domain wall memories X Chen, EHM Sha, Q Zhuge, P Dai, W Jiang Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015 | 26 | 2015 |
| FitCNN: A cloud-assisted and low-cost framework for updating CNNs on IoT devices D Liu, C Yang, S Li, X Chen, J Ren, R Liu, M Duan, Y Tan, L Liang Future generation computer systems 91, 277-289, 2019 | 25 | 2019 |
| Federated learning with workload-aware client scheduling in heterogeneous systems L Li, D Liu, M Duan, Y Zhang, A Ren, X Chen, Y Tan, C Wang Neural Networks 154, 560-573, 2022 | 24 | 2022 |
| Tumbler: Energy efficient task scheduling for dual-channel solar-powered sensor nodes Y Xu, HG Lee, Y Tan, Y Wu, X Chen, L Liang, L Qiao, D Liu Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 23 | 2019 |
