Cover Image

WDMoE: Wireless Distributed Large Language Models with Mixture of Experts

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xue, Nan, Sun, Yaping, Chen, Zhiyong, Tao, Meixia, Xu, Xiaodong, Qian, Liang, Cui, Shuguang, Zhang, Ping
Format:	Preprint
Published:	2024
Subjects:	Information Theory Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

WDMoE: Wireless Distributed Mixture of Experts for Large Language Models
by: Xue, Nan, et al.
Published: (2024)

CSGO: Generalized Optimization for Cold Start in Wireless Collaborative Edge LLM Systems
by: Liu, Xuran, et al.
Published: (2025)

SCDM: Score-Based Channel Denoising Model for Digital Semantic Communications
by: Mo, Hao, et al.
Published: (2025)

CR^2: Cost-Aware Risk-Controlled Routing for Wireless Device-Edge LLM Inference
by: Xue, Nan, et al.
Published: (2026)

MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model
by: Wu, Tong, et al.
Published: (2024)

WISV: Wireless-Informed Semantic Verification for Distributed Speculative Decoding in Device-Edge LLM Inference
by: Liu, Zixuan, et al.
Published: (2026)

Unlocking High-Fidelity Analog Joint Source-Channel Coding on Standard Digital Transceivers
by: Yao, Shumin, et al.
Published: (2026)

Dynamic Quality-Latency Aware Routing for LLM Inference in Wireless Edge-Device Networks
by: Bao, Rui, et al.
Published: (2025)

Distributed Nonlinear Transform Source-Channel Coding for Wireless Correlated Image Transmission
by: Bo, Yufei, et al.
Published: (2025)

Wireless Multi-User Interactive Virtual Reality in Metaverse with Edge-Device Collaborative Computing
by: Xu, Caolu, et al.
Published: (2024)

Aggregation Design for Personalized Federated Multi-Modal Learning over Wireless Networks
by: Yin, Benshun, et al.
Published: (2024)

MambaJSCC: Deep Joint Source-Channel Coding with Visual State Space Model
by: Wu, Tong, et al.
Published: (2024)

End-to-End Generative Semantic Communication Powered by Shared Semantic Knowledge Base
by: Li, Shuling, et al.
Published: (2024)

ICDM: Interference Cancellation Diffusion Models for Wireless Semantic Communications
by: Wu, Tong, et al.
Published: (2025)

Mixture of Semantics Transmission for Generative AI-Enabled Semantic Communication Systems
by: Ni, Junjie, et al.
Published: (2025)

Cooperative Semantic Knowledge Base Update Policy for Multiple Semantic Communication Pairs
by: Li, Shuling, et al.
Published: (2024)

Text-Guided Diffusion Model-based Generative Communication for Wireless Image Transmission
by: Chen, Shengkang, et al.
Published: (2025)

Spatial Computing Communications for Multi-User Virtual Reality in Distributed Mobile Edge Computing Network
by: Xu, Caolu, et al.
Published: (2025)

Domain-Adaptive Communication-Rate Optimization for Sim-to-Real Humanoid-Robot Wireless XR Teleoperation
by: Xu, Caolu, et al.
Published: (2026)

Codebook-enabled Generative End-to-end Semantic Communication Powered by Transformer
by: Ye, Peigen, et al.
Published: (2024)

Diffusion Model-Based Data Synthesis Aided Federated Semi-Supervised Learning
by: Wang, Zhongwei, et al.
Published: (2025)

Knowledge Distillation Driven Semantic NOMA for Image Transmission with Diffusion Model
by: Wang, Qifei, et al.
Published: (2025)

Knowledge Base Enabled Semantic Communication: A Generative Perspective
by: Ren, Jinke, et al.
Published: (2023)

DM-MIMO: Diffusion Models for Robust Semantic Communications over MIMO Channels
by: Duan, Yiheng, et al.
Published: (2024)

Wireless Control over Edge Networks: Joint User Association and Communication-Computation Co-Design
by: Liu, Zhilin, et al.
Published: (2025)

SiftMoE: Similarity-Aware Energy-Efficient Expert Selection for Wireless Distributed MoE Inference
by: Chen, Qian, et al.
Published: (2026)

Distributed Image Semantic Communication via Nonlinear Transform Coding
by: Bo, Yufei, et al.
Published: (2025)

Zero-Shot Knowledge Base Resizing for Rate-Adaptive Digital Semantic Communication
by: Yao, Shumin, et al.
Published: (2026)

On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM)
by: Yang, Zhaohui, et al.
Published: (2024)

Meta-Reinforcement Learning With Mixture of Experts for Generalizable Multi Access in Heterogeneous Wireless Networks
by: Liu, Zhaoyang, et al.
Published: (2024)

Multi-User Semantic Fusion for Semantic Communications over Degraded Broadcast Channels
by: Wu, Tong, et al.
Published: (2024)

Atomic Norm Minimization-based DoA Estimation for IRS-assisted Sensing Systems
by: Li, Renwang, et al.
Published: (2024)

Cramér-Rao Bound Analysis and Beamforming Design for Integrated Sensing and Communication with Extended Targets
by: Wang, Yiqiu, et al.
Published: (2024)

Leveraging A Variety of Anchors in Cellular Network for Ubiquitous Sensing
by: Liu, Liang, et al.
Published: (2024)

SNR-EQ-JSCC: Joint Source-Channel Coding with SNR-Based Embedding and Query
by: Zhang, Hongwei, et al.
Published: (2025)

Two Birds with One Stone: Multi-Task Semantic Communications Systems over Relay Channel
by: Cao, Yujie, et al.
Published: (2024)

A Semantic Approach to Successive Interference Cancellation for Multiple Access Networks
by: Li, Mingxiao, et al.
Published: (2025)

Agentic AI-Based Joint Computing and Networking via Mixture of Experts and Large Language Models
by: Reifert, Robert-Jeron, et al.
Published: (2026)

Hybrid Near/Far-Field Frequency-Dependent Beamforming via Joint Phase-Time Arrays
by: Cai, Yeyue, et al.
Published: (2025)

3D Extended Target Sensing in ISAC: Cramér-Rao Bound Analysis and Beamforming Design
by: Wang, Yiqiu, et al.
Published: (2024)