Methods › General › Ensembling › MoE

Mixture of Experts

MoE

366 papers tagged archive 2025-07-28

Introduced by Neel Kanwal et al. in Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 366, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Mixture of Experts in Large Language Models
  15 Jul 2025 · 0 repositories · arXiv:2507.11181
• MoFE-Time: Mixture of Frequency Domain Experts for Time-Series Forecasting Models
  9 Jul 2025 · 1 repository · arXiv:2507.06502
• Growing Transformers: Modular Composition and Layer-wise Expansion on a Frozen Substrate
  8 Jul 2025 · 1 repository · arXiv:2507.07129
• Speech Quality Assessment Model Based on Mixture of Experts: System-Level Performance Enhancement and Utterance-Level Challenge Analysis
  8 Jul 2025 · 0 repositories · arXiv:2507.06116
• Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts
  7 Jul 2025 · 1 repository · arXiv:2507.04631
• Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging
  29 Jun 2025 · 0 repositories · arXiv:2506.23266
• Latent Prototype Routing: Achieving Near-Perfect Load Balancing in Mixture-of-Experts
  26 Jun 2025 · 1 repository · arXiv:2506.21328
• SAFEx: Analyzing Vulnerabilities of MoE-Based LLMs via Stable Safety-critical Expert Identification
  20 Jun 2025 · 0 repositories · arXiv:2506.17368
• Less is More: Undertraining Experts Improves Model Upcycling
  17 Jun 2025 · 0 repositories · arXiv:2506.14126
• LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
  17 Jun 2025 · 0 repositories · arXiv:2507.00029
• Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
  17 Jun 2025 · 0 repositories · arXiv:2506.14731
• Utility-Driven Speculative Decoding for Mixture-of-Experts
  17 Jun 2025 · 0 repositories · arXiv:2506.20675
• EAQuant: Enhancing Post-Training Quantization for MoE Models via Expert-Aware Optimization
  16 Jun 2025 · 0 repositories · arXiv:2506.13329
• Serving Large Language Models on Huawei CloudMatrix384
  15 Jun 2025 · 0 repositories · arXiv:2506.12708
• Ming-Omni: A Unified Multimodal Model for Perception and Generation
  11 Jun 2025 · 1 repository · arXiv:2506.09344
  Syntology ran 4 of 14 samples · 10 unverified
• M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration
  9 Jun 2025 · 0 repositories · arXiv:2506.07814
• MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing
  9 Jun 2025 · 0 repositories · arXiv:2506.07366
• SMAR: Soft Modality-Aware Routing Strategy for MoE-based Multimodal Large Language Models Preserving Language Capabilities
  6 Jun 2025 · 0 repositories · arXiv:2506.06406
• FlashDMoE: Fast Distributed MoE in a Single Kernel
  5 Jun 2025 · 2 repositories · arXiv:2506.04667
  Syntology ran 2 of 7 samples · 5 unverified
• Out-of-Distribution Graph Models Merging
  4 Jun 2025 · 0 repositories · arXiv:2506.03674
• Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis
  30 May 2025 · 0 repositories · arXiv:2505.24593
• Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer
  30 May 2025 · 1 repository · arXiv:2505.24378
• Mixture-of-Experts for Personalized and Semantic-Aware Next Location Prediction
  30 May 2025 · 0 repositories · arXiv:2505.24597
• On the Expressive Power of Mixture-of-Experts for Structured Complex Tasks
  30 May 2025 · 0 repositories · arXiv:2505.24205
• Advancing Expert Specialization for Better MoE
  28 May 2025 · 0 repositories · arXiv:2505.22323
• EvoMoE: Expert Evolution in Mixture of Experts for Multimodal Large Language Models
  28 May 2025 · 0 repositories · arXiv:2505.23830
• HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer
  28 May 2025 · 2 repositories · arXiv:2505.22705
  Syntology ran 2 of 3 samples · 1 unverified
• FLAME-MoE: A Transparent End-to-End Research Platform for Mixture-of-Experts Language Models
  26 May 2025 · 1 repository · arXiv:2505.20225
• MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE
  26 May 2025 · 0 repositories · arXiv:2505.19645
• Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments
  26 May 2025 · 0 repositories · arXiv:2505.19699

Tasks archive 2025-07-28

20 shown of 254 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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