FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation Jan 30, 2023 Deep Learning Federated Learning
— Unverified FedPCA: Noise-Robust Fair Federated Learning via Performance-Capacity Analysis Mar 13, 2025 Attribute Fairness
— Unverified FedPC: Federated Learning for Language Generation with Personal and Context Preference Embeddings Oct 7, 2022 Federated Learning Text Generation
— Unverified FedPDC:Federated Learning for Public Dataset Correction Feb 24, 2023 Federated Learning
— Unverified FedPDD: A Privacy-preserving Double Distillation Framework for Cross-silo Federated Recommendation May 9, 2023 Federated Learning Privacy Preserving
— Unverified FedPD: Federated Open Set Recognition with Parameter Disentanglement Jan 1, 2023 Disentanglement Federated Learning
— Unverified FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing Oct 26, 2023 Deep Reinforcement Learning Edge-computing
— Unverified FedPerm: Private and Robust Federated Learning by Parameter Permutation Aug 16, 2022 Federated Learning Information Retrieval
— Unverified FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous Federated Learning Oct 3, 2024 Federated Learning
— Unverified FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning Dec 19, 2024 Federated Learning parameter-efficient fine-tuning
— Unverified FedPID: An Aggregation Method for Federated Learning Nov 4, 2024 Federated Learning Tumor Segmentation
— Unverified FedPIDAvg: A PID controller inspired aggregation method for Federated Learning Apr 24, 2023 Federated Learning Tumor Segmentation
— Unverified Fed-pilot: Optimizing LoRA Allocation for Efficient Federated Fine-Tuning with Heterogeneous Clients Oct 14, 2024 Federated Learning
— Unverified FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning Mar 10, 2024 Federated Learning Few-Shot Learning
— Unverified FedPNN: One-shot Federated Classification via Evolving Clustering Method and Probabilistic Neural Network hybrid Apr 9, 2023 Clustering Federated Learning
— Unverified FedPOIRec: Privacy Preserving Federated POI Recommendation with Social Influence Dec 21, 2021 Federated Learning Privacy Preserving
— Unverified FedPop: A Bayesian Approach for Personalised Federated Learning Jun 7, 2022 Federated Learning Uncertainty Quantification
— Unverified FedProf: Selective Federated Learning with Representation Profiling Feb 2, 2021 Federated Learning Privacy Preserving
— Unverified FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer May 4, 2024 class-incremental learning Class Incremental Learning
— Unverified FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning Sep 12, 2024 Adversarial Robustness Federated Learning
— Unverified FedPrune: Towards Inclusive Federated Learning Oct 27, 2021 Fairness Federated Learning
— Unverified FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival Analysis Jul 12, 2022 Federated Learning Survival Analysis
— Unverified FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices Oct 1, 2024 Federated Learning Privacy Preserving
— Unverified FedQNN: Federated Learning using Quantum Neural Networks Mar 16, 2024 Federated Learning Quantum Machine Learning
— Unverified FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation Nov 24, 2024 Federated Learning Privacy Preserving
— Unverified FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher Aug 14, 2024 Federated Learning Knowledge Distillation
— Unverified FedRAD: Federated Robust Adaptive Distillation Dec 2, 2021 Federated Learning Knowledge Distillation
— Unverified FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates Mar 10, 2025 Federated Learning
— Unverified FedRBE -- a decentralized privacy-preserving federated batch effect correction tool for omics data based on limma Dec 8, 2024 Federated Learning Missing Values
— Unverified FedRDF: A Robust and Dynamic Aggregation Function against Poisoning Attacks in Federated Learning Feb 15, 2024 Federated Learning Model Poisoning
— Unverified FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission Mar 1, 2024 Federated Learning
— Unverified FedRec+: Enhancing Privacy and Addressing Heterogeneity in Federated Recommendation Systems Oct 31, 2023 Federated Learning Recommendation Systems
— Unverified FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments Apr 14, 2025 Federated Learning Imputation
— Unverified FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information Oct 20, 2022 Federated Learning
— Unverified An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning Jun 7, 2022 Federated Learning Graph Learning
— Unverified FedREP: A Byzantine-Robust, Communication-Efficient and Privacy-Preserving Framework for Federated Learning Mar 9, 2023 Federated Learning Privacy Preserving
— Unverified FedRepOpt: Gradient Re-parametrized Optimizers in Federated Learning Sep 24, 2024 Federated Learning Privacy Preserving
— Unverified FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers Mar 1, 2022 Federated Learning Load Forecasting
— Unverified FedRE: Robust and Effective Federated Learning with Privacy Preference May 8, 2025 Federated Learning
— Unverified FedReview: A Review Mechanism for Rejecting Poisoned Updates in Federated Learning Feb 26, 2024 Federated Learning
— Unverified FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning Nov 14, 2024 Continual Learning Federated Learning
— Unverified FedRFQ: Prototype-Based Federated Learning with Reduced Redundancy, Minimal Failure, and Enhanced Quality Jan 15, 2024 Federated Learning
— Unverified FedRight: An Effective Model Copyright Protection for Federated Learning Mar 18, 2023 Federated Learning
— Unverified FedRobo: Federated Learning Driven Autonomous Inter Robots Communication For Optimal Chemical Sprays Aug 10, 2024 Federated Learning
— Unverified FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA Jun 1, 2025 Federated Learning Task Arithmetic
— Unverified FedRS-Bench: Realistic Federated Learning Datasets and Benchmarks in Remote Sensing May 13, 2025 Federated Learning
— Unverified FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models Jan 5, 2025 Federated Learning image-classification
— Unverified FedSA: Accelerating Intrusion Detection in Collaborative Environments with Federated Simulated Annealing May 23, 2022 Federated Learning Intrusion Detection
— Unverified FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning Jan 9, 2025 Classifier calibration Contrastive Learning
— Unverified FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems Apr 15, 2021 Active Learning Federated Learning
— Unverified 