| HeterMoE: Efficient Training of Mixture-of-Experts Models on Heterogeneous GPUs | Apr 4, 2025 | GPUMixture-of-Experts | —Unverified | 0 |
| MiLo: Efficient Quantized MoE Inference with Mixture of Low-Rank Compensators | Apr 3, 2025 | Mixture-of-ExpertsQuantization | CodeCode Available | 1 |
| MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism | Apr 3, 2025 | CPUGPU | —Unverified | 0 |
| Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design | Apr 2, 2025 | AttributeMixture-of-Experts | —Unverified | 0 |
| A Unified Virtual Mixture-of-Experts Framework:Enhanced Inference and Hallucination Mitigation in Single-Model System | Apr 1, 2025 | Dialogue GenerationEnsemble Learning | —Unverified | 0 |
| Detecting Financial Fraud with Hybrid Deep Learning: A Mix-of-Experts Approach to Sequential and Anomalous Patterns | Apr 1, 2025 | Fraud DetectionMixture-of-Experts | —Unverified | 0 |
| DynMoLE: Boosting Mixture of LoRA Experts Fine-Tuning with a Hybrid Routing Mechanism | Apr 1, 2025 | Common Sense ReasoningComputational Efficiency | CodeCode Available | 0 |
| Unimodal-driven Distillation in Multimodal Emotion Recognition with Dynamic Fusion | Mar 31, 2025 | Emotion RecognitionKnowledge Distillation | —Unverified | 0 |
| Mixture of Routers | Mar 30, 2025 | Mixture-of-Expertsparameter-efficient fine-tuning | —Unverified | 0 |
| S2MoE: Robust Sparse Mixture of Experts via Stochastic Learning | Mar 29, 2025 | Mixture-of-Experts | —Unverified | 0 |
