AmberLJC / FLsystem-paper
Federated Learning Systems Paper List
☆69Updated last year
Alternatives and similar repositories for FLsystem-paper:
Users that are interested in FLsystem-paper are comparing it to the libraries listed below
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- Oort: Efficient Federated Learning via Guided Participant Selection☆126Updated 3 years ago
- ☆43Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆395Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆91Updated 7 months ago
- ☆14Updated 3 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Updated last year
- ☆57Updated last month
- Papers related to federated learning in top conferences (2020-2024).☆68Updated 4 months ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆158Updated last year
- ☆61Updated last year
- A tree-based federated learning system (MLSys 2023)☆145Updated last month
- ☆25Updated 8 months ago
- Federated Learning - PyTorch☆15Updated 3 years ago
- Advanced Privacy-Preserving Federated Learning framework☆105Updated this week
- ☆32Updated 11 months ago
- ☆19Updated 11 months ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆62Updated 5 months ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 2 years ago
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Updated 5 years ago
- ☆28Updated 5 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆79Updated 2 weeks ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆28Updated 2 years ago
- Resource Efficient Federated Learning☆23Updated 2 years ago
- ☆25Updated last year
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆75Updated 3 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆24Updated 2 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆12Updated last year