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Mixture-of-Experts

Papers archive 2025-07-28

archive papers tagged: 1,312 · with a code link: 516 · where Syntology ran a sample: 216 (184 with a run with no instrument failure, 32 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (216 of 1,312 tagged: 184 with a run with no instrument failure, 32 where every run was a failure of Syntology's instrument)

Page 8 of 14: papers 701 to 800 of 1,312, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Speculative MoE: Communication Efficient Parallel MoE Inference with Speculative Token and Expert Pre-scheduling
  6 Mar 2025 0 repositories listed
• TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
  6 Mar 2025 0 repositories listed
• BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification
  5 Mar 2025 0 repositories listed
• Convergence Rates for Softmax Gating Mixture of Experts
  5 Mar 2025 0 repositories listed
• Tabby: Tabular Data Synthesis with Language Models
  4 Mar 2025 0 repositories listed
• DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models
  3 Mar 2025 0 repositories listed
• ECG-EmotionNet: Nested Mixture of Expert (NMoE) Adaptation of ECG-Foundation Model for Driver Emotion Recognition
  3 Mar 2025 0 repositories listed
• How Do Consumers Really Choose: Exposing Hidden Preferences with the Mixture of Experts Model
  3 Mar 2025 0 repositories listed
• PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation
  3 Mar 2025 0 repositories listed Syntology 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Unify and Anchor: A Context-Aware Transformer for Cross-Domain Time Series Forecasting
  3 Mar 2025 0 repositories listed
• Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion
  2 Mar 2025 0 repositories listed
• CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering
  1 Mar 2025 0 repositories listed
• CoSMoEs: Compact Sparse Mixture of Experts
  28 Feb 2025 0 repositories listed
• Mixture of Experts-augmented Deep Unfolding for Activity Detection in IRS-aided Systems
  27 Feb 2025 0 repositories listed
• Mixture of Experts for Recognizing Depression from Interview and Reading Tasks
  27 Feb 2025 0 repositories listed
• UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook
  27 Feb 2025 0 repositories listed
• Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization
  26 Feb 2025 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
  26 Feb 2025 0 repositories listed
• BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference
  24 Feb 2025 0 repositories listed
• ENACT-Heart -- ENsemble-based Assessment Using CNN and Transformer on Heart Sounds
  24 Feb 2025 0 repositories listed
• Evaluating Expert Contributions in a MoE LLM for Quiz-Based Tasks
  24 Feb 2025 0 repositories listed
• The Empirical Impact of Reducing Symmetries on the Performance of Deep Ensembles and MoE
  24 Feb 2025 0 repositories listed Syntology 6 ran (of which 3 constructed an object rather than computing a result; 6 with no instrument failure: 3 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• An Autonomous Network Orchestration Framework Integrating Large Language Models with Continual Reinforcement Learning
  22 Feb 2025 0 repositories listed
• Ray-Tracing for Conditionally Activated Neural Networks
  20 Feb 2025 0 repositories listed
• Unraveling the Localized Latents: Learning Stratified Manifold Structures in LLM Embedding Space with Sparse Mixture-of-Experts
  19 Feb 2025 0 repositories listed
• DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs
  18 Feb 2025 0 repositories listed
• Every Expert Matters: Towards Effective Knowledge Distillation for Mixture-of-Experts Language Models
  18 Feb 2025 0 repositories listed
• Connector-S: A Survey of Connectors in Multi-modal Large Language Models
  17 Feb 2025 0 repositories listed
• How to Upscale Neural Networks with Scaling Law? A Survey and Practical Guidelines
  17 Feb 2025 0 repositories listed
• ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models
  16 Feb 2025 0 repositories listed
• Mixture of Tunable Experts - Behavior Modification of DeepSeek-R1 at Inference Time
  16 Feb 2025 0 repositories listed
• Probing Semantic Routing in Large Mixture-of-Expert Models
  15 Feb 2025 0 repositories listed
• Mixture of Decoupled Message Passing Experts with Entropy Constraint for General Node Classification
  12 Feb 2025 0 repositories listed
• Memory Analysis on the Training Course of DeepSeek Models
  11 Feb 2025 0 repositories listed
• MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks
  11 Feb 2025 0 repositories listed
• MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition
  11 Feb 2025 0 repositories listed
• MoETuner: Optimized Mixture of Expert Serving with Balanced Expert Placement and Token Routing
  10 Feb 2025 0 repositories listed
• MoEMba: A Mamba-based Mixture of Experts for High-Density EMG-based Hand Gesture Recognition
  9 Feb 2025 0 repositories listed
• fMoE: Fine-Grained Expert Offloading for Large Mixture-of-Experts Serving
  7 Feb 2025 0 repositories listed
• Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient
  7 Feb 2025 0 repositories listed
• Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion
  7 Feb 2025 0 repositories listed
• Towards Foundational Models for Dynamical System Reconstruction: Hierarchical Meta-Learning via Mixture of Experts
  7 Feb 2025 0 repositories listed
• Mixture of neural operator experts for learning boundary conditions and model selection
  6 Feb 2025 0 repositories listed
• Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach
  5 Feb 2025 0 repositories listed
• Brief analysis of DeepSeek R1 and it's implications for Generative AI
  4 Feb 2025 0 repositories listed
• M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference
  4 Feb 2025 0 repositories listed
• ReGNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction
  4 Feb 2025 0 repositories listed
• CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling
  3 Feb 2025 0 repositories listed
• MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs
  3 Feb 2025 0 repositories listed
• MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation
  3 Feb 2025 0 repositories listed
• Sigmoid Self-Attention has Lower Sample Complexity than Softmax Self-Attention: A Mixture-of-Experts Perspective
  1 Feb 2025 0 repositories listed
• Adaptive Prompt: Unlocking the Power of Visual Prompt Tuning
  31 Jan 2025 0 repositories listed Syntology 7 ran (of which 6 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• Pheromone-based Learning of Optimal Reasoning Paths
  31 Jan 2025 0 repositories listed
• MolGraph-xLSTM: A graph-based dual-level xLSTM framework with multi-head mixture-of-experts for enhanced molecular representation and interpretability
  30 Jan 2025 0 repositories listed
• Free Agent in Agent-Based Mixture-of-Experts Generative AI Framework
  29 Jan 2025 0 repositories listed
• Heuristic-Informed Mixture of Experts for Link Prediction in Multilayer Networks
  29 Jan 2025 0 repositories listed
• 3D-MoE: A Mixture-of-Experts Multi-modal LLM for 3D Vision and Pose Diffusion via Rectified Flow
  28 Jan 2025 0 repositories listed
• Static Batching of Irregular Workloads on GPUs: Framework and Application to Efficient MoE Model Inference
  27 Jan 2025 0 repositories listed
• Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning
  25 Jan 2025 0 repositories listed
• ToMoE: Converting Dense Large Language Models to Mixture-of-Experts through Dynamic Structural Pruning
  25 Jan 2025 0 repositories listed
• Mean-field limit from general mixtures of experts to quantum neural networks
  24 Jan 2025 0 repositories listed
• Sparse Mixture-of-Experts for Non-Uniform Noise Reduction in MRI Images
  24 Jan 2025 0 repositories listed
• CSAOT: Cooperative Multi-Agent System for Active Object Tracking
  23 Jan 2025 0 repositories listed
• Autonomy-of-Experts Models
  22 Jan 2025 0 repositories listed
• BLR-MoE: Boosted Language-Routing Mixture of Experts for Domain-Robust Multilingual E2E ASR
  22 Jan 2025 0 repositories listed
• LLM4WM: Adapting LLM for Wireless Multi-Tasking
  22 Jan 2025 0 repositories listed
• UniUIR: Considering Underwater Image Restoration as An All-in-One Learner
  22 Jan 2025 0 repositories listed
• Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
  21 Jan 2025 0 repositories listed
• Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models
  21 Jan 2025 0 repositories listed
• SCFCRC: Simultaneously Counteract Feature Camouflage and Relation Camouflage for Fraud Detection
  21 Jan 2025 0 repositories listed
• FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models
  18 Jan 2025 0 repositories listed
• OMoE: Diversifying Mixture of Low-Rank Adaptation by Orthogonal Finetuning
  17 Jan 2025 0 repositories listed
• LLM-Based Routing in Mixture of Experts: A Novel Framework for Trading
  16 Jan 2025 0 repositories listed
• GRAPHMOE: Amplifying Cognitive Depth of Mixture-of-Experts Network via Introducing Self-Rethinking Mechanism
  14 Jan 2025 0 repositories listed
• PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration
  14 Jan 2025 0 repositories listed
• Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing
  9 Jan 2025 0 repositories listed
• mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training
  7 Jan 2025 0 repositories listed
• Fresh-CL: Feature Realignment through Experts on Hypersphere in Continual Learning
  4 Jan 2025 0 repositories listed
• MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders
  3 Jan 2025 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning
  1 Jan 2025 0 repositories listed
• Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images
  1 Jan 2025 0 repositories listed
• MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
  1 Jan 2025 0 repositories listed
• REM: A Scalable Reinforced Multi-Expert Framework for Multiplex Influence Maximization
  1 Jan 2025 0 repositories listed
• Towards Efficient Foundation Model for Zero-shot Amodal Segmentation
  1 Jan 2025 0 repositories listed
• UNIALIGN: Scaling Multimodal Alignment within One Unified Model
  1 Jan 2025 0 repositories listed
• CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection
  31 Dec 2024 0 repositories listed
• Multimodal Variational Autoencoder: a Barycentric View
  29 Dec 2024 0 repositories listed
• Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection
  26 Dec 2024 0 repositories listed
• UME: Upcycling Mixture-of-Experts for Scalable and Efficient Automatic Speech Recognition
  23 Dec 2024 0 repositories listed
• Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models
  22 Dec 2024 0 repositories listed
• Theory of Mixture-of-Experts for Mobile Edge Computing
  20 Dec 2024 0 repositories listed
• Enhancing Healthcare Recommendation Systems with a Multimodal LLMs-based MOE Architecture
  16 Dec 2024 0 repositories listed
• Investigating Mixture of Experts in Dense Retrieval
  16 Dec 2024 0 repositories listed
• Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective
  11 Dec 2024 0 repositories listed
• MoE-CAP: Benchmarking Cost, Accuracy and Performance of Sparse Mixture-of-Experts Systems
  10 Dec 2024 0 repositories listed
• UniPaint: Unified Space-time Video Inpainting via Mixture-of-Experts
  9 Dec 2024 0 repositories listed
• An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism
  8 Dec 2024 0 repositories listed
• Towards 3D Acceleration for low-power Mixture-of-Experts and Multi-Head Attention Spiking Transformers
  7 Dec 2024 0 repositories listed
• Steps are all you need: Rethinking STEM Education with Prompt Engineering
  6 Dec 2024 0 repositories listed
• Convolutional Neural Networks and Mixture of Experts for Intrusion Detection in 5G Networks and beyond
  4 Dec 2024 0 repositories listed

Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.