| StableFusion: Continual Video Retrieval via Frame Adaptation | Mar 13, 2025 | Continual LearningMixture-of-Experts | CodeCode Available | 1 |
| Samoyeds: Accelerating MoE Models with Structured Sparsity Leveraging Sparse Tensor Cores | Mar 13, 2025 | Mixture-of-Experts | CodeCode Available | 1 |
| Question-Aware Gaussian Experts for Audio-Visual Question Answering | Mar 6, 2025 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 1 |
| Small but Mighty: Enhancing Time Series Forecasting with Lightweight LLMs | Mar 5, 2025 | Computational EfficiencyDescriptive | CodeCode Available | 1 |
| MX-Font++: Mixture of Heterogeneous Aggregation Experts for Few-shot Font Generation | Mar 4, 2025 | Font GenerationMixture-of-Experts | CodeCode Available | 1 |
| R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts | Feb 27, 2025 | Mixture-of-Experts | CodeCode Available | 1 |
| ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model | Feb 20, 2025 | Mixture-of-ExpertsQuestion Answering | CodeCode Available | 1 |
| Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution | Feb 12, 2025 | Image Super-ResolutionMixture-of-Experts | CodeCode Available | 1 |
| Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE | Feb 10, 2025 | DiversityLanguage Modeling | CodeCode Available | 1 |
| CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference | Feb 6, 2025 | Mixture-of-Experts | CodeCode Available | 1 |
| UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs | Feb 2, 2025 | Graph Neural NetworkMixture-of-Experts | CodeCode Available | 1 |
| PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning | Feb 1, 2025 | DenoisingFederated Learning | CodeCode Available | 1 |
| FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts | Jan 25, 2025 | Mixture-of-ExpertsPrediction | CodeCode Available | 1 |
| Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation | Jan 24, 2025 | Contrastive LearningMixture-of-Experts | CodeCode Available | 1 |
| Modality Interactive Mixture-of-Experts for Fake News Detection | Jan 21, 2025 | Fake News DetectionMisinformation | CodeCode Available | 1 |
| MoGERNN: An Inductive Traffic Predictor for Unobserved Locations in Dynamic Sensing Networks | Jan 21, 2025 | iFunMixture-of-Experts | CodeCode Available | 1 |
| Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning | Jan 12, 2025 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 |
| BrainMAP: Learning Multiple Activation Pathways in Brain Networks | Dec 23, 2024 | MambaMixture-of-Experts | CodeCode Available | 1 |
| MedCoT: Medical Chain of Thought via Hierarchical Expert | Dec 18, 2024 | DiagnosticMedical Visual Question Answering | CodeCode Available | 1 |
| Wonderful Matrices: Combining for a More Efficient and Effective Foundation Model Architecture | Dec 16, 2024 | Mixture-of-ExpertsPosition | CodeCode Available | 1 |
| RSUniVLM: A Unified Vision Language Model for Remote Sensing via Granularity-oriented Mixture of Experts | Dec 7, 2024 | Change DetectionImage Comprehension | CodeCode Available | 1 |
| SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts | Dec 7, 2024 | General KnowledgeMixture-of-Experts | CodeCode Available | 1 |
| Condense, Don't Just Prune: Enhancing Efficiency and Performance in MoE Layer Pruning | Nov 26, 2024 | Mixture-of-Experts | CodeCode Available | 1 |
| Awaker2.5-VL: Stably Scaling MLLMs with Parameter-Efficient Mixture of Experts | Nov 16, 2024 | Mixture-of-ExpertsOptical Character Recognition (OCR) | 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 |
