expert routing

Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts AAAI 2026 C-GNN-PRUNE: A Unified Graph-Based Framework for Structure-Aware Pruning of Mixture-of-Experts Models AAAI 2026 CommitMoE: Efficient Fallback-Free MoE Inference with Offloading Under GPU Memory Constraints AAAI 2026 ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization CVPR 2026 From Global to Factor-Wise Expert Composition in Discrete Diffusion Models UAI 2026 GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion AAAI 2026 MoE-GRPO: Optimizing Mixture-of-Experts via Reinforcement Learning in Vision-Language Models CVPR 2026 Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation AAAI 2026 QA-MoE: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis ACL 2026 Soft Modality-Guided Expert Specialization in MoE-VLMs CVPR 2026 Spectral Mixture-of-Experts for Continual Learning CVPR 2026 Talk, Snap, Complain: Validation-Aware Multimodal Expert Framework for Fine-Grained Customer Grievances AAAI 2026 TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning AAAI 2026 Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics ACL 2026 UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration CVPR 2026 What the Router Sees Matters: Funnel Pooling for Fast, Content Driven Expert Routing EACL 2026 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety EMNLP 2025 CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts NAACL 2025 Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis ACL 2025 Exploration-Driven Reinforcement Learning for Expert Routing Improvement in Mixture-of-Experts Language Models EMNLP 2025 Glider: Global and Local Instruction-Driven Expert Router EMNLP 2025 HookMoE: A learnable performance compensation strategy of Mixture-of-Experts for LLM inference acceleration EMNLP 2025 Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025 LOLA – An Open-Source Massively Multilingual Large Language Model COLING 2025