FedALA: Adaptive Local Aggregation for Personalized Federated Learning

Jianqing Zhang, Hua Yang, Hao Wang, +4

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceEngineeringMachine LearningFederated StructureMethod Federated Learning +14

Online Feature Selection with Streaming Features

Xindong Wu, Kui Yu, Wei Ding, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningFeature SelectionFull Feature SpaceImage Analysis +16

Memcached Design on High Performance RDMA Capable Interconnects

Jithin Jose, Hari Subramoni, Miao Luo, +8

Cluster ComputingEngineeringComputer ArchitectureInterconnection Network ArchitectureIn-memory Databases +14

FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy

Jianqing Zhang, Hua Yang, Hao Wang, +4

Artificial IntelligenceEngineeringMachine LearningFederated StructureSeparating Feature Information +21

R3

Ye Wang, Hao Wang, Ajay Mahimkar, +4

EngineeringSerious CongestionNetwork Traffic ControlRouter ArchitectureCloud Computing +10

GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning

Jianqing Zhang, Hua Yang, Hao Wang, +5

Artificial IntelligenceEngineeringMachine LearningFederated StructureFeature Extraction +22

Siren

Hanxi Guo, Hao Wang, Tao Song, +6

Artificial IntelligenceEngineeringMachine LearningInformation SecurityFederated Structure +14

RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing

Hanfei Yu, Rohan Basu Roy, C. Fontenot, +5

Storage VirtualizationServerless ArchitectureStorage SystemsLayer-wise Container CachingEngineering +12

Seizing Critical Learning Periods in Federated Learning

Gang Yan, Hao Wang, Jian Li

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningFederated StructureEducationData Science +17

Accelerating Serverless Computing by Harvesting Idle Resources

Hanfei Yu, Hao Wang, Jian Li, +2

Proceedings of the ACM Web Conference 2022