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Heterogeneity-Aware Memory Efficient Federated Learning via Progressive Layer Freezing Conference paper
Wu, Yebo, Li, Li, Tian, Chunlin, Chang, Tao, Lin, Chi, Wang, Cong, Xu, Cheng Zhong. Heterogeneity-Aware Memory Efficient Federated Learning via Progressive Layer Freezing[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Wu, Yebo;  Li, Li;  Tian, Chunlin;  Chang, Tao;  Lin, Chi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/11/05
Federated Learning  Heterogeneous Memory  On-device Training  Training  Accuracy  Runtime  Perturbation Methods  Memory Management  Quality Of Service  
FedMG: A Federated Multi-Global Optimization Framework for Autonomous Driving Control Conference paper
Ma, Jialiang, Tian, Chunlin, Li, Li, Xu, Chengzhong. FedMG: A Federated Multi-Global Optimization Framework for Autonomous Driving Control[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Ma, Jialiang;  Tian, Chunlin;  Li, Li;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:2 | Submit date：2024/11/05
Training  Federated Learning  Velocity Control  Process Control  Collaboration  Quality Of Service  Distance Measurement  Autonomous Driving  Federated Learning  Control Optimization  
FedEKT: Ensemble Knowledge Transfer for Model-Heterogeneous Federated Learning Conference paper
Meihan Wu, Li Li, Tao Chang, Peng Qiao, Cui Miao, Jie Zhou, Jingnan Wang, Xiaodong Zhang. FedEKT: Ensemble Knowledge Transfer for Model-Heterogeneous Federated Learning[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 202971.
Authors:  Meihan Wu;  Li Li;  Tao Chang;  Peng Qiao;  Cui Miao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/29
Federated Learning  Knowledge Transfer  Model Heterogeneity  
GreenLLM: Towards Efficient Large Language Model via Energy-aware Pruning Conference paper
Tian, Chunlin, Qin, Xinpeng, Li, Li. GreenLLM: Towards Efficient Large Language Model via Energy-aware Pruning[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 202971.
Authors:  Tian, Chunlin;  Qin, Xinpeng;  Li, Li
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/11/05
Edge Device  Energy-aware Pruning  Large Language Model  
A self-tuning fuzzy control approach for end-to-end QoS control on Internet servers Conference paper
Jianbin Wei, Cheng-Zhong Xu. A self-tuning fuzzy control approach for end-to-end QoS control on Internet servers[C], 2005, 123-235.
Authors:  Jianbin Wei;  Cheng-Zhong Xu
Favorite |  | Submit date：2019/05/31
Process Delay Adaptive Fuzzy Controller  Fuzzy Controller  Proportional Integral Controller  Proportional Integral