| FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation | Nov 4, 2024 | Federated LearningMixture-of-Experts | —Unverified | 0 |
| FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts | Aug 21, 2024 | Federated LearningHeuristic Search | —Unverified | 0 |
| Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings | Jun 14, 2023 | DiversityFederated Learning | —Unverified | 0 |
| Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models | Jun 5, 2024 | Mixture-of-ExpertsTime Series | —Unverified | 0 |
| Finding Fantastic Experts in MoEs: A Unified Study for Expert Dropping Strategies and Observations | Apr 8, 2025 | Instruction FollowingMixture-of-Experts | —Unverified | 0 |
| FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs | Aug 16, 2023 | GPUMixture-of-Experts | —Unverified | 0 |
| FinTeamExperts: Role Specialized MOEs For Financial Analysis | Oct 28, 2024 | Financial AnalysisMixture-of-Experts | —Unverified | 0 |
| Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation | Dec 15, 2022 | Machine TranslationMixture-of-Experts | —Unverified | 0 |
| Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models | May 24, 2023 | Mixture-of-ExpertsZero-shot Generalization | —Unverified | 0 |
| FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement | Apr 8, 2023 | Mixture-of-ExpertsScheduling | —Unverified | 0 |
