| Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts | Oct 8, 2022 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 |
| Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models | Oct 14, 2024 | Federated LearningMixture-of-Experts | CodeCode Available | 1 |
| M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis | Jul 24, 2024 | Mixture-of-ExpertsMultiple Instance Learning | CodeCode Available | 1 |
| M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework | Apr 29, 2024 | AutoMLMixture-of-Experts | CodeCode Available | 1 |
| 3M: Multi-loss, Multi-path and Multi-level Neural Networks for speech recognition | Apr 7, 2022 | Mixture-of-Expertsspeech-recognition | CodeCode Available | 1 |
| M^3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design | Oct 26, 2022 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 |
| M^4oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts | May 15, 2024 | Image SegmentationMixture-of-Experts | CodeCode Available | 1 |
| LOLA -- An Open-Source Massively Multilingual Large Language Model | Sep 17, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset | Oct 21, 2024 | Image DehazingMamba | CodeCode Available | 1 |
| Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation | Apr 3, 2023 | Mixture-of-ExpertsTransfer Learning | CodeCode Available | 1 |
| LLMBind: A Unified Modality-Task Integration Framework | Feb 22, 2024 | AI AgentAudio Generation | CodeCode Available | 1 |
| AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference | Aug 19, 2024 | ManagementMixture-of-Experts | CodeCode Available | 1 |
| LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models | Sep 25, 2023 | GPUMixture-of-Experts | CodeCode Available | 1 |
| LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models | Apr 1, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Lifting the Curse of Capacity Gap in Distilling Language Models | May 20, 2023 | Knowledge DistillationMixture-of-Experts | CodeCode Available | 1 |
| AquilaMoE: Efficient Training for MoE Models with Scale-Up and Scale-Out Strategies | Aug 13, 2024 | Language ModellingMixture-of-Experts | CodeCode Available | 1 |
| Learning to Skip the Middle Layers of Transformers | Jun 26, 2025 | Mixture-of-Experts | CodeCode Available | 1 |
| AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models | Jun 19, 2024 | ARCMixture-of-Experts | CodeCode Available | 1 |
| Learning Soccer Juggling Skills with Layer-wise Mixture-of-Experts | Jul 24, 2022 | Deep Reinforcement LearningHumanoid Control | CodeCode Available | 1 |
| LIBMoE: A Library for comprehensive benchmarking Mixture of Experts in Large Language Models | Nov 1, 2024 | BenchmarkingMixture-of-Experts | CodeCode Available | 1 |
| Making Neural Networks Interpretable with Attribution: Application to Implicit Signals Prediction | Aug 26, 2020 | Interpretable Machine LearningMixture-of-Experts | CodeCode Available | 1 |
| Mixture of Experts Meets Prompt-Based Continual Learning | May 23, 2024 | Continual LearningMixture-of-Experts | CodeCode Available | 1 |
| Large Multi-modality Model Assisted AI-Generated Image Quality Assessment | Apr 27, 2024 | Image Quality AssessmentMixture-of-Experts | CodeCode Available | 1 |
| Layerwise Recurrent Router for Mixture-of-Experts | Aug 13, 2024 | AttributeMixture-of-Experts | CodeCode Available | 1 |
| RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling | May 14, 2021 | Dialogue GenerationLanguage Modeling | CodeCode Available | 1 |
