FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction L Gao, H Fu, L Li, Y Chen, M Xu, C Xu International Conference on Computer Vision and Pattern Recognition (CVPR), 2022 | 313 | 2022 |
FFD: A Federated Learning Based Method for Credit Card Fraud Detection W Yang, Y Zhang, K Ye, L Li, CZ Xu International Congress on Bigdata (BigData), 2019 | 275 | 2019 |
Joint Power Optimization of Data Center Network and Servers with Correlation Analysis K Zheng, X Wang, L Li, X Wang 33rd IEEE International Conference on Computer Communications (INFOCOM), 2014 | 169 | 2014 |
SmartPC: Hierarchical Pace Control in Real-Time Federated Learning System L Li, H Xiong, Z Guo, J Wang, C Xu IEEE Real-Time Systems Symposium (RTSS), 2019 | 82 | 2019 |
Machine Learning in Real-Time Internet of Things (IOT) System: A Survey J Bian, AA Arafat, H Xiong, J Li, L Li, H Chen, J Wang, D Dou, Z Guo IEEE Internet of Things Journal, 2022 | 75 | 2022 |
FGFL: A Blockchain-based Fair Incentive Governor for Federated Learning L Gao, L Li, Y Chen, CZ Xu, M Xu Journal of Parallel and Distributed Computing, 2022 | 57 | 2022 |
Fifl: A fair incentive mechanism for federated learning L Gao, L Li, Y Chen, W Zheng, CZ Xu, M Xu Proceedings of the 50th International Conference on Parallel Processing, 1-10, 2021 | 50 | 2021 |
Federated noisy client learning KAHOU TAM, L Li, B Han, CZ Xu, H Fu IEEE Transactions on Neural Networks and Learning Systems, 2023 | 42 | 2023 |
Coordinating Liquid and Free Air Cooling with Workload Allocation for Data Center Power Minimization L Li, W Zheng, X Wang, X Wang the 11th International Conference on Autonomic Computing (ICAC), 2014 | 42 | 2014 |
Reduced Cooling Redundancy: A New Security Vulnerability in a Hot Data Center X Gao, X Zhang, H Wang, L Li, X Wang Network and Distributed System Security Symposium (NDSS), 2018 | 39 | 2018 |
Exploring federated learning on battery-powered devices Z Xu, L Li, W Zou Proceedings of the ACM Turing Celebration Conference-China (ACM TURC), 1-6, 2019 | 34 | 2019 |
Data Center Power Minimization with Placement Optimization of Liquid-Cooled Servers and Free Air Cooling L Li, W Zheng, X Wang, Xiaodong, Wang Sustainable Computing (Elsevier), 2016 | 34 | 2016 |
FedCDR: Federated Cross-Domain Recommendation for Privacy-Preserving Rating Prediction M Wu, L Li, T Chang, E Rigall, X Wang, CZ Xu ACM International Conference on Information and Knowledge Management (CIKM), 2022 | 29* | 2022 |
PowerNetS: Coordinating Data Center Network with Servers and Cooling for Power Optimization K Zheng, W Zheng, L Li, X Wang IEEE Transactions on Network and Service Management (TNSM), 2017 | 28 | 2017 |
A Framework for Behavioral Biometric Authentication using Deep Metric Learning on Mobile Devices C Wang, Y Xiao, X Gao, L Li, J Wang Transactions on Mobile Computing (TMC), 2021 | 26 | 2021 |
HySync:Hybrid Federated Learning with Effective Synchronization G Shi, L Li, J Wang, W Chen, CZ Xu, K Ye International Conference on High Performance Computing and Communications …, 2020 | 26 | 2020 |
Multi-Layer Coordination for High-Performance Energy-Efficient Federated Learning L Li, J Wang, X Chen, CZ Xu 2020 IEEE/ACM 28th International Symposium on Quality of Service (IWQoS), 2020 | 23 | 2020 |
HARMONY: Heterogeneity-Aware Hierarchical Management for Federated Learning System C Tian, L Li, Z Shi, J Wang, CZ Xu IEEE/ACM International Symposium on Microarchitecture (MICRO), 2022 | 22 | 2022 |
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning C Tian, Z Shi, Z Guo, L Li, CZ Xu Annual Conference on Neural Information Processing (NIPS, Oral), 2024 | 20 | 2024 |
FLSim: An Extensible and Reusable Simulation Framework for Federated Learning L Li, J Wang, CZ Xu International Conference on Simulation Tools and Techniques (SIMUtools), 2020 | 16 | 2020 |