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— Unverified GI-SMN: Gradient Inversion Attack against Federated Learning without Prior Knowledge May 6, 2024 Federated Learning Privacy Preserving
— Unverified GitFL: Adaptive Asynchronous Federated Learning using Version Control Nov 22, 2022 Federated Learning Reinforcement Learning (RL)
— Unverified Global Convergence of Federated Learning for Mixed Regression Jun 15, 2022 Federated Learning regression
— Unverified Global Intervention and Distillation for Federated Out-of-Distribution Generalization Apr 1, 2025 Attribute Data Augmentation
— Unverified Local-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data Jun 30, 2021 Federated Learning Knowledge Distillation
— Unverified Global Multiclass Classification and Dataset Construction via Heterogeneous Local Experts May 21, 2020 Classification Federated Learning
— Unverified Global Update Guided Federated Learning Apr 8, 2022 Federated Learning
— Unverified GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning Jan 7, 2024 Fairness Federated Learning
— Unverified GlueFL: Reconciling Client Sampling and Model Masking for Bandwidth Efficient Federated Learning Dec 3, 2022 Federated Learning Model Compression
— Unverified Goal-oriented Communications for the IoT: System Design and Adaptive Resource Optimization Oct 21, 2023 Federated Learning
— Unverified Goal-Oriented Communications in Federated Learning via Feedback on Risk-Averse Participation May 19, 2023 Federated Learning
— Unverified Goal-Oriented Wireless Communication Resource Allocation for Cyber-Physical Systems Nov 6, 2023 Decision Making Distributed Optimization
— Unverified GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation Jul 2, 2022 Federated Learning Travel Time Estimation
— Unverified GowFed -- A novel Federated Network Intrusion Detection System Oct 28, 2022 Federated Learning Intrusion Detection
— Unverified GPFL: A Gradient Projection-Based Client Selection Framework for Efficient Federated Learning Mar 26, 2024 Federated Learning
— Unverified GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning Dec 5, 2024 Federated Learning Second-order methods
— Unverified Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems Dec 1, 2022 Federated Learning Privacy Preserving
— Unverified Gradient-Congruity Guided Federated Sparse Training May 2, 2024 Edge-computing Federated Learning
— Unverified Gradient Descent with Compressed Iterates Sep 10, 2019 Federated Learning
— Unverified Mjolnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion Jul 7, 2024 Denoising Federated Learning
— Unverified Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning Dec 1, 2021 BIG-bench Machine Learning Fairness
— Unverified A Compressive Sensing Approach for Federated Learning over Massive MIMO Communication Systems Mar 18, 2020 Compressive Sensing Federated Learning
— Unverified ExPLoit: Extracting Private Labels in Split Learning Nov 25, 2021 Federated Learning Image Classification
— Unverified Gradient Inversion Attack on Graph Neural Networks Nov 29, 2024 Federated Learning Graph Classification
— Unverified Gradient Inversion of Federated Diffusion Models May 30, 2024 Federated Learning Privacy Preserving
— Unverified Gradient-less Federated Gradient Boosting Trees with Learnable Learning Rates Apr 15, 2023 Federated Learning
— Unverified Gradient Masked Averaging for Federated Learning Jan 28, 2022 Federated Learning Out-of-Distribution Generalization
— Unverified Gradient Masked Federated Optimization Apr 21, 2021 Federated Learning
— Unverified Gradient Obfuscation Gives a False Sense of Security in Federated Learning Jun 8, 2022 Federated Learning image-classification
— Unverified Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning Jan 8, 2025 Federated Learning
— Unverified Gradient Sparification for Asynchronous Distributed Training Oct 24, 2019 Federated Learning Stochastic Optimization
— Unverified Gradient Sparsification for Efficient Wireless Federated Learning with Differential Privacy Apr 9, 2023 Federated Learning Scheduling
— Unverified Gradient Statistics Aware Power Control for Over-the-Air Federated Learning Mar 4, 2020 Denoising Federated Learning
— Unverified GradualDiff-Fed: A Federated Learning Specialized Framework for Large Language Model Jun 23, 2025 Federated Learning Language Modeling
— Unverified Gradual Federated Learning with Simulated Annealing Oct 11, 2021 Federated Learning
— Unverified GRAFFL: Gradient-free Federated Learning of a Bayesian Generative Model Aug 29, 2020 Dimensionality Reduction Federated Learning
— Unverified Graph-Assisted Communication-Efficient Ensemble Federated Learning Feb 27, 2022 Federated Learning
— Unverified Graph Federated Learning Based on the Decentralized Framework Jul 19, 2023 Federated Learning Graph Learning
— Unverified Graph Federated Learning Based Proactive Content Caching in Edge Computing Feb 7, 2025 Edge-computing Federated Learning
— Unverified Graph Federated Learning with Hidden Representation Sharing Dec 23, 2022 Federated Learning
— Unverified GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs Dec 8, 2020 Federated Learning General Classification
— Unverified GraphGANFed: A Federated Generative Framework for Graph-Structured Molecules Towards Efficient Drug Discovery Apr 11, 2023 Drug Discovery Federated Learning
— Unverified Green Federated Learning Mar 26, 2023 Federated Learning
— Unverified Green Federated Learning: A new era of Green Aware AI Sep 19, 2024 Federated Learning Navigate
— Unverified Green Federated Learning Over Cloud-RAN with Limited Fronthual Capacity and Quantized Neural Networks Apr 30, 2023 Federated Learning
— Unverified Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design Jul 19, 2022 Federated Learning Quantization
— Unverified Ground-Assisted Federated Learning in LEO Satellite Constellations Sep 3, 2021 Federated Learning
— Unverified Grounding Foundation Models through Federated Transfer Learning: A General Framework Nov 29, 2023 Federated Learning Privacy Preserving
— Unverified Group Personalized Federated Learning Oct 4, 2022 Federated Learning Personalized Federated Learning
— Unverified 