Browse State-of-the-Art › Mixture-of-Experts › Papers, page 6

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 6 of 14: papers 501 to 600 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.

• A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts
  10 Jul 2019 1 repository listed
• Sequential Gaussian Processes for Online Learning of Nonstationary Functions
  24 May 2019 1 repository listed
• Tensor-variate Mixture of Experts for Proportional Myographic Control of a Robotic Hand
  28 Feb 2019 1 repository listed
• Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds using Convolutional Neural Networks
  3 Dec 2018 1 repository listed
• Multi-Source Cross-Lingual Model Transfer: Learning What to Share
  8 Oct 2018 1 repository listed
• Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product Networks
  12 Sep 2018 1 repository listed
• Multi-Source Domain Adaptation with Mixture of Experts
  7 Sep 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Deep Mixture of Experts via Shallow Embedding
  5 Jun 2018 1 repository listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 2 pointer-only (licence)
• Discontinuity-Sensitive Optimal Control Learning by Mixture of Experts
  7 Mar 2018 1 repository listed
• Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks
  6 Feb 2018 1 repository listed
• Learning Gating ConvNet for Two-Stream based Methods in Action Recognition
  12 Sep 2017 1 repository listed
• UTS submission to Google YouTube-8M Challenge 2017
  13 Jul 2017 1 repository listed
• Hierarchical Deep Recurrent Architecture for Video Understanding
  11 Jul 2017 1 repository listed
• Effective Approaches to Batch Parallelization for Dynamic Neural Network Architectures
  8 Jul 2017 1 repository listed
• Embarrassingly Parallel Inference for Gaussian Processes
  27 Feb 2017 1 repository listed
• Opponent Modeling in Deep Reinforcement Learning
  18 Sep 2016 1 repository listed
• GEMINUS: Dual-aware Global and Scene-Adaptive Mixture-of-Experts for End-to-End Autonomous Driving
  19 Jul 2025 0 repositories listed
• R^2MoE: Redundancy-Removal Mixture of Experts for Lifelong Concept Learning
  17 Jul 2025 0 repositories listed
• Mixture of Experts in Large Language Models
  15 Jul 2025 0 repositories listed
• Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive
  13 Jul 2025 0 repositories listed
• KAT-V1: Kwai-AutoThink Technical Report
  11 Jul 2025 0 repositories listed
• Efficient Training of Large-Scale AI Models Through Federated Mixture-of-Experts: A System-Level Approach
  8 Jul 2025 0 repositories listed
• Speech Quality Assessment Model Based on Mixture of Experts: System-Level Performance Enhancement and Utterance-Level Challenge Analysis
  8 Jul 2025 0 repositories listed
• What You Have is What You Track: Adaptive and Robust Multimodal Tracking
  8 Jul 2025 0 repositories listed
• UGG-ReID: Uncertainty-Guided Graph Model for Multi-Modal Object Re-Identification
  7 Jul 2025 0 repositories listed
• Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging
  29 Jun 2025 0 repositories listed
• EVA: Mixture-of-Experts Semantic Variant Alignment for Compositional Zero-Shot Learning
  26 Jun 2025 0 repositories listed
• Little By Little: Continual Learning via Self-Activated Sparse Mixture-of-Rank Adaptive Learning
  26 Jun 2025 0 repositories listed
• Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-Supervision, Mixture of Experts and Multi-Task Integration
  25 Jun 2025 0 repositories listed
• An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify
  23 Jun 2025 0 repositories listed
• Security Assessment of DeepSeek and GPT Series Models against Jailbreak Attacks
  23 Jun 2025 0 repositories listed
• SAFEx: Analyzing Vulnerabilities of MoE-Based LLMs via Stable Safety-critical Expert Identification
  20 Jun 2025 0 repositories listed
• Exploring Speaker Diarization with Mixture of Experts
  17 Jun 2025 0 repositories listed
• LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
  17 Jun 2025 0 repositories listed
• MoTE: Mixture of Ternary Experts for Memory-efficient Large Multimodal Models
  17 Jun 2025 0 repositories listed
• NeuroMoE: A Transformer-Based Mixture-of-Experts Framework for Multi-Modal Neurological Disorder Classification
  17 Jun 2025 0 repositories listed
• Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
  17 Jun 2025 0 repositories listed
• Scaling Intelligence: Designing Data Centers for Next-Gen Language Models
  17 Jun 2025 0 repositories listed
• Single-Example Learning in a Mixture of GPDMs with Latent Geometries
  17 Jun 2025 0 repositories listed
• Utility-Driven Speculative Decoding for Mixture-of-Experts
  17 Jun 2025 0 repositories listed
• EAQuant: Enhancing Post-Training Quantization for MoE Models via Expert-Aware Optimization
  16 Jun 2025 0 repositories listed
• Load Balancing Mixture of Experts with Similarity Preserving Routers
  16 Jun 2025 0 repositories listed
• Serving Large Language Models on Huawei CloudMatrix384
  15 Jun 2025 0 repositories listed
• Optimus-3: Towards Generalist Multimodal Minecraft Agents with Scalable Task Experts
  12 Jun 2025 0 repositories listed
• GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture
  11 Jun 2025 0 repositories listed
• MedMoE: Modality-Specialized Mixture of Experts for Medical Vision-Language Understanding
  10 Jun 2025 0 repositories listed
• M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration
  9 Jun 2025 0 repositories listed
• MIRA: Medical Time Series Foundation Model for Real-World Health Data
  9 Jun 2025 0 repositories listed
• MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing
  9 Jun 2025 0 repositories listed
• Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning
  7 Jun 2025 0 repositories listed
• SMAR: Soft Modality-Aware Routing Strategy for MoE-based Multimodal Large Language Models Preserving Language Capabilities
  6 Jun 2025 0 repositories listed
• Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection
  5 Jun 2025 0 repositories listed
• Brain-Like Processing Pathways Form in Models With Heterogeneous Experts
  3 Jun 2025 0 repositories listed
• Enhancing Multimodal Continual Instruction Tuning with BranchLoRA
  31 May 2025 0 repositories listed
• Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis
  30 May 2025 0 repositories listed
• GradPower: Powering Gradients for Faster Language Model Pre-Training
  30 May 2025 0 repositories listed
• Mixture-of-Experts for Personalized and Semantic-Aware Next Location Prediction
  30 May 2025 0 repositories listed
• On the Expressive Power of Mixture-of-Experts for Structured Complex Tasks
  30 May 2025 0 repositories listed
• A Survey of Generative Categories and Techniques in Multimodal Large Language Models
  29 May 2025 0 repositories listed
• Noise-Robustness Through Noise: Asymmetric LoRA Adaption with Poisoning Expert
  29 May 2025 0 repositories listed
• Point-MoE: Towards Cross-Domain Generalization in 3D Semantic Segmentation via Mixture-of-Experts
  29 May 2025 0 repositories listed
• Revisiting Uncertainty Estimation and Calibration of Large Language Models
  29 May 2025 0 repositories listed
• Two Is Better Than One: Rotations Scale LoRAs
  29 May 2025 0 repositories listed
• Advancing Expert Specialization for Better MoE
  28 May 2025 0 repositories listed
• EvoMoE: Expert Evolution in Mixture of Experts for Multimodal Large Language Models
  28 May 2025 0 repositories listed
• ForceVLA: Enhancing VLA Models with a Force-aware MoE for Contact-rich Manipulation
  28 May 2025 0 repositories listed
• MoE-Gyro: Self-Supervised Over-Range Reconstruction and Denoising for MEMS Gyroscopes
  27 May 2025 0 repositories listed
• MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE
  26 May 2025 0 repositories listed
• Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments
  26 May 2025 0 repositories listed
• NEXT: Multi-Grained Mixture of Experts via Text-Modulation for Multi-Modal Object Re-ID
  26 May 2025 0 repositories listed
• Integrating Dynamical Systems Learning with Foundational Models: A Meta-Evolutionary AI Framework for Clinical Trials
  25 May 2025 0 repositories listed
• μ-MoE: Test-Time Pruning as Micro-Grained Mixture-of-Experts
  24 May 2025 0 repositories listed
• Mod-Adapter: Tuning-Free and Versatile Multi-concept Personalization via Modulation Adapter
  24 May 2025 0 repositories listed
• On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts
  24 May 2025 0 repositories listed
• TrajMoE: Spatially-Aware Mixture of Experts for Unified Human Mobility Modeling
  24 May 2025 0 repositories listed
• EvidenceMoE: A Physics-Guided Mixture-of-Experts with Evidential Critics for Advancing Fluorescence Light Detection and Ranging in Scattering Media
  23 May 2025 0 repositories listed
• DriveMoE: Mixture-of-Experts for Vision-Language-Action Model in End-to-End Autonomous Driving
  22 May 2025 0 repositories listed
• DualComp: End-to-End Learning of a Unified Dual-Modality Lossless Compressor
  22 May 2025 0 repositories listed
• Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks
  21 May 2025 0 repositories listed
• Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought
  21 May 2025 0 repositories listed
• MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding
  21 May 2025 0 repositories listed Syntology 2 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; 0 where Syntology's instrument failed) · 2 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
• Time Tracker: Mixture-of-Experts-Enhanced Foundation Time Series Forecasting Model with Decoupled Training Pipelines
  21 May 2025 0 repositories listed
• Balanced and Elastic End-to-end Training of Dynamic LLMs
  20 May 2025 0 repositories listed
• EfficientLLM: Efficiency in Large Language Models
  20 May 2025 0 repositories listed
• FuxiMT: Sparsifying Large Language Models for Chinese-Centric Multilingual Machine Translation
  20 May 2025 0 repositories listed
• Multimodal Mixture of Low-Rank Experts for Sentiment Analysis and Emotion Recognition
  20 May 2025 0 repositories listed
• Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach
  20 May 2025 0 repositories listed
• StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning
  20 May 2025 0 repositories listed
• THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation
  20 May 2025 0 repositories listed
• Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
  20 May 2025 0 repositories listed
• Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures
  19 May 2025 0 repositories listed
• Seeing the Unseen: How EMoE Unveils Bias in Text-to-Image Diffusion Models
  19 May 2025 0 repositories listed
• True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics
  19 May 2025 0 repositories listed
• Improving Coverage in Combined Prediction Sets with Weighted p-values
  17 May 2025 0 repositories listed
• MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging
  17 May 2025 0 repositories listed
• Model Merging in Pre-training of Large Language Models
  17 May 2025 0 repositories listed
• On DeepSeekMoE: Statistical Benefits of Shared Experts and Normalized Sigmoid Gating
  16 May 2025 0 repositories listed
• A Fast Kernel-based Conditional Independence test with Application to Causal Discovery
  16 May 2025 0 repositories listed
• MoE-CAP: Benchmarking Cost, Accuracy and Performance of Sparse Mixture-of-Experts Systems
  16 May 2025 0 repositories listed
• MegaScale-MoE: Large-Scale Communication-Efficient Training of Mixture-of-Experts Models in Production
  16 May 2025 0 repositories listed

Syntology lines on 3 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.