Browse State-of-the-Art › Mixture-of-Experts › Papers, page 7

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 7 of 14: papers 601 to 700 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.

• Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures
  14 May 2025 0 repositories listed
• AM-Thinking-v1: Advancing the Frontier of Reasoning at 32B Scale
  13 May 2025 0 repositories listed
• PWC-MoE: Privacy-Aware Wireless Collaborative Mixture of Experts
  13 May 2025 0 repositories listed
• UMoE: Unifying Attention and FFN with Shared Experts
  12 May 2025 0 repositories listed
• FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers
  11 May 2025 0 repositories listed
• Seed1.5-VL Technical Report
  11 May 2025 0 repositories listed
• The power of fine-grained experts: Granularity boosts expressivity in Mixture of Experts
  11 May 2025 0 repositories listed
• QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration
  10 May 2025 0 repositories listed
• FloE: On-the-Fly MoE Inference on Memory-constrained GPU
  9 May 2025 0 repositories listed
• Divide-and-Conquer: Cold-Start Bundle Recommendation via Mixture of Diffusion Experts
  8 May 2025 0 repositories listed
• Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs
  7 May 2025 0 repositories listed
• SToLa: Self-Adaptive Touch-Language Framework with Tactile Commonsense Reasoning in Open-Ended Scenarios
  7 May 2025 0 repositories listed
• 3D Gaussian Splatting Data Compression with Mixture of Priors
  6 May 2025 0 repositories listed
• Faster MoE LLM Inference for Extremely Large Models
  6 May 2025 0 repositories listed
• STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation
  6 May 2025 0 repositories listed
• Towards Smart Point-and-Shoot Photography
  6 May 2025 0 repositories listed
• Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems
  5 May 2025 0 repositories listed
• Optimizing LLMs for Resource-Constrained Environments: A Survey of Model Compression Techniques
  5 May 2025 0 repositories listed
• CoCoAFusE: Beyond Mixtures of Experts via Model Fusion
  2 May 2025 0 repositories listed
• Perception-Informed Neural Networks: Beyond Physics-Informed Neural Networks
  2 May 2025 0 repositories listed
• CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series
  1 May 2025 0 repositories listed
• MoxE: Mixture of xLSTM Experts with Entropy-Aware Routing for Efficient Language Modeling
  1 May 2025 0 repositories listed
• Accelerating Mixture-of-Experts Training with Adaptive Expert Replication
  28 Apr 2025 0 repositories listed
• PICO: Secure Transformers via Robust Prompt Isolation and Cybersecurity Oversight
  26 Apr 2025 0 repositories listed
• NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation
  25 Apr 2025 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts
  24 Apr 2025 0 repositories listed
• MoE Parallel Folding: Heterogeneous Parallelism Mappings for Efficient Large-Scale MoE Model Training with Megatron Core
  21 Apr 2025 0 repositories listed
• HAECcity: Open-Vocabulary Scene Understanding of City-Scale Point Clouds with Superpoint Graph Clustering
  18 Apr 2025 0 repositories listed
• Multi-Type Context-Aware Conversational Recommender Systems via Mixture-of-Experts
  18 Apr 2025 0 repositories listed
• D²MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving
  17 Apr 2025 0 repositories listed
• Trend Filtered Mixture of Experts for Automated Gating of High-Frequency Flow Cytometry Data
  16 Apr 2025 0 repositories listed
• Unveiling Hidden Collaboration within Mixture-of-Experts in Large Language Models
  16 Apr 2025 0 repositories listed
• Plasticity-Aware Mixture of Experts for Learning Under QoE Shifts in Adaptive Video Streaming
  14 Apr 2025 0 repositories listed Syntology 4 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation
  13 Apr 2025 0 repositories listed
• MoE-Lens: Towards the Hardware Limit of High-Throughput MoE LLM Serving Under Resource Constraints
  12 Apr 2025 0 repositories listed
• Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design
  11 Apr 2025 0 repositories listed
• RouterKT: Mixture-of-Experts for Knowledge Tracing
  11 Apr 2025 0 repositories listed
• Adaptive Detection of Fast Moving Celestial Objects Using a Mixture of Experts and Physical-Inspired Neural Network
  10 Apr 2025 0 repositories listed
• Scaling Laws for Native Multimodal Models Scaling Laws for Native Multimodal Models
  10 Apr 2025 0 repositories listed
• Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning
  10 Apr 2025 0 repositories listed
• FedMerge: Federated Personalization via Model Merging
  9 Apr 2025 0 repositories listed
• Holistic Capability Preservation: Towards Compact Yet Comprehensive Reasoning Models
  9 Apr 2025 0 repositories listed
• Finding Fantastic Experts in MoEs: A Unified Study for Expert Dropping Strategies and Observations
  8 Apr 2025 0 repositories listed
• HeterMoE: Efficient Training of Mixture-of-Experts Models on Heterogeneous GPUs
  4 Apr 2025 0 repositories listed
• RingMoE: Mixture-of-Modality-Experts Multi-Modal Foundation Models for Universal Remote Sensing Image Interpretation
  4 Apr 2025 0 repositories listed
• MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism
  3 Apr 2025 0 repositories listed
• Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design
  2 Apr 2025 0 repositories listed
• A Unified Virtual Mixture-of-Experts Framework:Enhanced Inference and Hallucination Mitigation in Single-Model System
  1 Apr 2025 0 repositories listed
• Detecting Financial Fraud with Hybrid Deep Learning: A Mix-of-Experts Approach to Sequential and Anomalous Patterns
  1 Apr 2025 0 repositories listed
• Unimodal-driven Distillation in Multimodal Emotion Recognition with Dynamic Fusion
  31 Mar 2025 0 repositories listed
• Mixture of Routers
  30 Mar 2025 0 repositories listed
• Beyond Standard MoE: Mixture of Latent Experts for Resource-Efficient Language Models
  29 Mar 2025 0 repositories listed
• S2MoE: Robust Sparse Mixture of Experts via Stochastic Learning
  29 Mar 2025 0 repositories listed
• Sparse Mixture of Experts as Unified Competitive Learning
  29 Mar 2025 0 repositories listed
• Exploiting Mixture-of-Experts Redundancy Unlocks Multimodal Generative Abilities
  28 Mar 2025 0 repositories listed
• iMedImage Technical Report
  27 Mar 2025 0 repositories listed
• LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models
  27 Mar 2025 0 repositories listed
• RocketPPA: Code-Level Power, Performance, and Area Prediction via LLM and Mixture of Experts
  27 Mar 2025 0 repositories listed
• Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning
  26 Mar 2025 0 repositories listed
• MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation
  26 Mar 2025 0 repositories listed
• Optimal Scaling Laws for Efficiency Gains in a Theoretical Transformer-Augmented Sectional MoE Framework
  26 Mar 2025 0 repositories listed
• Reasoning Beyond Limits: Advances and Open Problems for LLMs
  26 Mar 2025 0 repositories listed
• BiPrompt-SAM: Enhancing Image Segmentation via Explicit Selection between Point and Text Prompts
  25 Mar 2025 0 repositories listed
• M²CD: A Unified MultiModal Framework for Optical-SAR Change Detection with Mixture of Experts and Self-Distillation
  25 Mar 2025 0 repositories listed
• Resilient Sensor Fusion under Adverse Sensor Failures via Multi-Modal Expert Fusion
  25 Mar 2025 0 repositories listed
• Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding
  24 Mar 2025 0 repositories listed
• ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses
  23 Mar 2025 0 repositories listed
• Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM
  22 Mar 2025 0 repositories listed
• Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts
  20 Mar 2025 0 repositories listed
• UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations
  20 Mar 2025 0 repositories listed
• Leveraging MoE-based Large Language Model for Zero-Shot Multi-Task Semantic Communication
  19 Mar 2025 0 repositories listed
• SemEval-2025 Task 1: AdMIRe -- Advancing Multimodal Idiomaticity Representation
  19 Mar 2025 0 repositories listed
• Core-Periphery Principle Guided State Space Model for Functional Connectome Classification
  18 Mar 2025 0 repositories listed
• MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts
  18 Mar 2025 0 repositories listed
• Adaptive Mixture of Low-Rank Experts for Robust Audio Spoofing Detection
  15 Mar 2025 0 repositories listed
• A Review of DeepSeek Models' Key Innovative Techniques
  14 Mar 2025 0 repositories listed
• dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
  13 Mar 2025 0 repositories listed
• Ensemble Learning for Large Language Models in Text and Code Generation: A Survey
  13 Mar 2025 0 repositories listed
• Astrea: A MOE-based Visual Understanding Model with Progressive Alignment
  12 Mar 2025 0 repositories listed
• Automatic Operator-level Parallelism Planning for Distributed Deep Learning -- A Mixed-Integer Programming Approach
  12 Mar 2025 0 repositories listed
• Double-Stage Feature-Level Clustering-Based Mixture of Experts Framework
  12 Mar 2025 0 repositories listed
• FaVChat: Unlocking Fine-Grained Facail Video Understanding with Multimodal Large Language Models
  12 Mar 2025 0 repositories listed
• Priority-Aware Preemptive Scheduling for Mixed-Priority Workloads in MoE Inference
  12 Mar 2025 0 repositories listed
• Accelerating MoE Model Inference with Expert Sharding
  11 Mar 2025 0 repositories listed
• MoE-Loco: Mixture of Experts for Multitask Locomotion
  11 Mar 2025 0 repositories listed
• MoRE: Unlocking Scalability in Reinforcement Learning for Quadruped Vision-Language-Action Models
  11 Mar 2025 0 repositories listed
• UniF²ace: Fine-grained Face Understanding and Generation with Unified Multimodal Models
  11 Mar 2025 0 repositories listed
• eMoE: Task-aware Memory Efficient Mixture-of-Experts-Based (MoE) Model Inference
  10 Mar 2025 0 repositories listed
• GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts
  10 Mar 2025 0 repositories listed
• MoFE: Mixture of Frozen Experts Architecture
  9 Mar 2025 0 repositories listed
• A Novel Trustworthy Video Summarization Algorithm Through a Mixture of LoRA Experts
  8 Mar 2025 0 repositories listed
• MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model
  8 Mar 2025 0 repositories listed
• MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering
  8 Mar 2025 0 repositories listed
• Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts
  7 Mar 2025 0 repositories listed
• Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs
  7 Mar 2025 0 repositories listed
• FMT:A Multimodal Pneumonia Detection Model Based on Stacking MOE Framework
  7 Mar 2025 0 repositories listed
• Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning
  7 Mar 2025 0 repositories listed
• A Generalist Cross-Domain Molecular Learning Framework for Structure-Based Drug Discovery
  6 Mar 2025 0 repositories listed
• Continual Pre-training of MoEs: How robust is your router?
  6 Mar 2025 0 repositories listed
• Predictable Scale: Part I -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining
  6 Mar 2025 0 repositories listed

Syntology lines on 2 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.