| LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training | Nov 24, 2024 | MathMixture-of-Experts | CodeCode Available | 2 | 5 |
| LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration | Oct 20, 2024 | AllComputational Efficiency | CodeCode Available | 2 | 5 |
| Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts | Mar 7, 2025 | Mixture-of-ExpertsState Space Models | CodeCode Available | 2 | 5 |
| Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment | Feb 24, 2025 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts | Jul 7, 2025 | Inductive BiasMixture-of-Experts | CodeCode Available | 2 | 5 |
| SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models | Nov 1, 2024 | Mixture-of-Experts | CodeCode Available | 2 | 5 |
| Aurora:Activating Chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-Tuning | Dec 22, 2023 | Instruction FollowingMixture-of-Experts | CodeCode Available | 2 | 5 |
| Learning A Sparse Transformer Network for Effective Image Deraining | Mar 21, 2023 | Image ReconstructionImage Restoration | CodeCode Available | 2 | 5 |
| KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting? | Aug 21, 2024 | Mixture-of-ExpertsTime Series | CodeCode Available | 2 | 5 |
| LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes | Jan 7, 2025 | Mixture-of-ExpertsRepresentation Learning | CodeCode Available | 2 | 5 |
