| FaVChat: Unlocking Fine-Grained Facail Video Understanding with Multimodal Large Language Models | Mar 12, 2025 | Mixture-of-ExpertsQuestion Answering | —Unverified | 0 | 0 |
| FEAMOE: Fair, Explainable and Adaptive Mixture of Experts | Oct 10, 2022 | FairnessMixture-of-Experts | —Unverified | 0 | 0 |
| Federated learning using mixture of experts | Jan 1, 2021 | Federated LearningMixture-of-Experts | —Unverified | 0 | 0 |
| Federated Mixture of Experts | Jul 14, 2021 | Federated LearningMixture-of-Experts | —Unverified | 0 | 0 |
| FedMerge: Federated Personalization via Model Merging | Apr 9, 2025 | Federated LearningMixture-of-Experts | —Unverified | 0 | 0 |
| FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation | Nov 4, 2024 | Federated LearningMixture-of-Experts | —Unverified | 0 | 0 |
| FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts | Aug 21, 2024 | Federated LearningHeuristic Search | —Unverified | 0 | 0 |
| Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings | Jun 14, 2023 | DiversityFederated Learning | —Unverified | 0 | 0 |
| Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models | Jun 5, 2024 | Mixture-of-ExpertsTime Series | —Unverified | 0 | 0 |
| Finding Fantastic Experts in MoEs: A Unified Study for Expert Dropping Strategies and Observations | Apr 8, 2025 | Instruction FollowingMixture-of-Experts | —Unverified | 0 | 0 |
| FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs | Aug 16, 2023 | GPUMixture-of-Experts | —Unverified | 0 | 0 |
| FinTeamExperts: Role Specialized MOEs For Financial Analysis | Oct 28, 2024 | Financial AnalysisMixture-of-Experts | —Unverified | 0 | 0 |
| Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation | Dec 15, 2022 | Machine TranslationMixture-of-Experts | —Unverified | 0 | 0 |
| Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models | May 24, 2023 | Mixture-of-ExpertsZero-shot Generalization | —Unverified | 0 | 0 |
| FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement | Apr 8, 2023 | Mixture-of-ExpertsScheduling | —Unverified | 0 | 0 |
| FloE: On-the-Fly MoE Inference on Memory-constrained GPU | May 9, 2025 | CPUGPU | —Unverified | 0 | 0 |
| fMoE: Fine-Grained Expert Offloading for Large Mixture-of-Experts Serving | Feb 7, 2025 | CPUGPU | —Unverified | 0 | 0 |
| FMT:A Multimodal Pneumonia Detection Model Based on Stacking MOE Framework | Mar 7, 2025 | DiagnosticMedical Image Analysis | —Unverified | 0 | 0 |
| ForceVLA: Enhancing VLA Models with a Force-aware MoE for Contact-rich Manipulation | May 28, 2025 | Contact-rich ManipulationMixture-of-Experts | —Unverified | 0 | 0 |
| Free Agent in Agent-Based Mixture-of-Experts Generative AI Framework | Jan 29, 2025 | Fraud DetectionMixture-of-Experts | —Unverified | 0 | 0 |
| FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers | May 11, 2025 | Computational EfficiencyMixture-of-Experts | —Unverified | 0 | 0 |
| Fresh-CL: Feature Realignment through Experts on Hypersphere in Continual Learning | Jan 4, 2025 | Continual LearningMixture-of-Experts | —Unverified | 0 | 0 |
| From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape | Dec 18, 2023 | Mixture-of-Experts | —Unverified | 0 | 0 |
| FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models | Jan 18, 2025 | GPUMixture-of-Experts | —Unverified | 0 | 0 |
| Full-Precision Free Binary Graph Neural Networks | Sep 29, 2021 | Graph Neural NetworkMixture-of-Experts | —Unverified | 0 | 0 |