| 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 | 376 | 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 | 286 | 2019 |
| In-situ ai: Towards autonomous and incremental deep learning for iot systems M Song, K Zhong, J Zhang, Y Hu, D Liu, W Zhang, J Wang, T Li 2018 IEEE International Symposium on High Performance Computer Architecture …, 2018 | 174 | 2018 |
| MNFTL: An efficient flash translation layer for MLC NAND flash memory storage systems Z Qin, Y Wang, D Liu, Z Shao, Y Guan Proceedings of the 48th Design Automation Conference, 17-22, 2011 | 117 | 2011 |
| 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 | 110 | 2021 |
| A two-level caching mechanism for demand-based page-level address mapping in NAND flash memory storage systems Z Qin, Y Wang, D Liu, Z Shao 2011 17th IEEE Real-Time and Embedded Technology and Applications Symposium …, 2011 | 91 | 2011 |
| 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 | 80 | 2021 |
| Overhead-aware energy optimization for real-time streaming applications on multiprocessor System-on-Chip Y Wang, H Liu, D Liu, Z Qin, Z Shao, EHM Sha ACM Transactions on Design Automation of Electronic Systems (TODAES) 16 (2), 14, 2011 | 80 | 2011 |
| Curling-PCM: Application-specific wear leveling for phase change memory based embedded systems D Liu, T Wang, Y Wang, Z Shao, Q Zhuge, E Sha 2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC), 279-284, 2013 | 76 | 2013 |
| PCM-FTL: a write-activity-aware NAND flash memory management scheme for PCM-based embedded systems D Liu, T Wang, Y Wang, Z Qin, Z Shao Real-Time Systems Symposium (RTSS), 2011 IEEE 32nd, 357-366, 2011 | 76 | 2011 |
| Demand-based block-level address mapping in large-scale NAND flash storage systems Z Qin, Y Wang, D Liu, Z Shao Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware …, 2010 | 73 | 2010 |
| On-demand block-level address mapping in large-scale NAND flash storage systems R Chen, Z Qin, Y Wang, D Liu, Z Shao, Y Guan IEEE Transactions on Computers 64 (6), 1729-1741, 2014 | 69 | 2014 |
| Building high-performance smartphones via non-volatile memory: The swap approach K Zhong, T Wang, X Zhu, L Long, D Liu, W Liu, Z Shao, EHM Sha Proceedings of the 14th international conference on embedded software, 1-10, 2014 | 60 | 2014 |
| A space reuse strategy for flash translation layers in SLC NAND flash memory storage systems D Liu, Y Wang, Z Qin, Z Shao, Y Guan IEEE Transactions on Very Large Scale Integration (VLSI) Systems 20 (6 …, 2011 | 57 | 2011 |
| RNFTL: A reuse-aware NAND flash translation layer for flash memory Y Wang, D Liu, M Wang, Z Qin, Z Shao, Y Guan ACM Sigplan Notices 45 (4), 163-172, 2010 | 56 | 2010 |
| Real-Time Flash Translation Layer for NAND Flash Memory Storage Systems Z Qin, Y Wang, D Liu, Z Shao Real-Time and Embedded Technology and Applications Symposium (RTAS), 2012 …, 2012 | 54 | 2012 |
| 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 | 53 | 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 | 53 | 2021 |
| Retention trimming for lifetime improvement of flash memory storage systems L Shi, K Wu, M Zhao, CJ Xue, D Liu, EHM Sha IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015 | 47 | 2015 |
| Deterministic crash recovery for NAND flash based storage systems C Zhang, Y Wang, T Wang, R Chen, D Liu, Z Shao Proceedings of the 51st Annual Design Automation Conference, 1-6, 2014 | 45 | 2014 |
