| Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation | Mar 18, 2024 | Mixture-of-Expertsparameter-efficient fine-tuning | CodeCode Available | 2 |
| MiniDrive: More Efficient Vision-Language Models with Multi-Level 2D Features as Text Tokens for Autonomous Driving | Sep 11, 2024 | Autonomous DrivingFeature Engineering | CodeCode Available | 2 |
| 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 |
| LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration | Oct 20, 2024 | AllComputational Efficiency | CodeCode Available | 2 |
| MC-MoE: Mixture Compressor for Mixture-of-Experts LLMs Gains More | Oct 8, 2024 | Mixture-of-ExpertsQuantization | CodeCode Available | 2 |
| Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models | May 23, 2024 | Mixture-of-ExpertsVisual Question Answering | CodeCode Available | 2 |
| MDFEND: Multi-domain Fake News Detection | Jan 4, 2022 | Fake News DetectionMixture-of-Experts | CodeCode Available | 2 |
| Mixture of A Million Experts | Jul 4, 2024 | Computational EfficiencyLanguage Modeling | CodeCode Available | 2 |
| MoFE-Time: Mixture of Frequency Domain Experts for Time-Series Forecasting Models | Jul 9, 2025 | Mixture-of-ExpertsTime Series | CodeCode Available | 2 |
| LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes | Jan 7, 2025 | Mixture-of-ExpertsRepresentation Learning | CodeCode Available | 2 |
