Cover Image

Large Language Models for Wireless Communications: From Adaptation to Autonomy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liang, Le, Ye, Hao, Sheng, Yucheng, Wang, Ouya, Wang, Jiacheng, Jin, Shi, Li, Geoffrey Ye
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Information Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Wireless Foundation Model for Multi-Task Prediction
by: Sheng, Yucheng, et al.
Published: (2025)

Semantic Communication for Cooperative Perception using HARQ
by: Sheng, Yucheng, et al.
Published: (2024)

Wireless Power Control Based on Large Language Models
by: Wang, Jiacheng, et al.
Published: (2026)

A Graph Foundation Model for Wireless Resource Allocation
by: Sheng, Yucheng, et al.
Published: (2026)

A Universal Deep Neural Network for Signal Detection in Wireless Communication Systems
by: Albagami, Khalid, et al.
Published: (2024)

Large AI Models for Wireless Physical Layer
by: Guo, Jiajia, et al.
Published: (2025)

Beam Prediction based on Large Language Models
by: Sheng, Yucheng, et al.
Published: (2024)

Distillation-Enabled Knowledge Alignment for Generative Semantic Communications of AIGC Images
by: Hu, Jingzhi, et al.
Published: (2025)

Learning Multi-Access Point Coordination in Agentic AI Wi-Fi with Large Language Models
by: Fan, Yifan, et al.
Published: (2025)

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

Communication-Efficient Quantum Federated Learning over Large-Scale Wireless Networks
by: Shaon, Shaba, et al.
Published: (2026)

A Fluid Antenna Enabled Physical Layer Key Generation for Next-G Wireless Networks
by: Guo, Jiacheng, et al.
Published: (2025)

Diffusion Models for Wireless Communications
by: Letafati, Mehdi, et al.
Published: (2023)

Beam Prediction Based on Multimodal Large Language Models
by: Mao, Tianhao, et al.
Published: (2026)

Radiance-Field Reinforced Pretraining: Scaling Localization Models with Unlabeled Wireless Signals
by: Wang, Guosheng, et al.
Published: (2025)

Beamforming and Resource Allocation for Delay Minimization in RIS-Assisted OFDM Systems
by: Ma, Yu, et al.
Published: (2025)

Bridging Physical and Digital Worlds: Embodied Large AI for Future Wireless Systems
by: Wang, Xinquan, et al.
Published: (2025)

CoCo-Fed: A Unified Framework for Memory- and Communication-Efficient Federated Learning at the Wireless Edge
by: Guo, Zhiheng, et al.
Published: (2026)

User-Intent-Driven Semantic Communication via Adaptive Deep Understanding
by: Ye, Peigen, et al.
Published: (2025)

Unsupervised Learning-Based Joint Resource Allocation and Beamforming Design for RIS-Assisted MISO-OFDMA Systems
by: Ma, Yu, et al.
Published: (2025)

A Survey on Large Language Models from Concept to Implementation
by: Wang, Chen, et al.
Published: (2024)

Computation Rate Maximization for Wireless Powered Edge Computing With Multi-User Cooperation
by: Li, Yang, et al.
Published: (2024)

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

Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications
by: Letafati, Mehdi, et al.
Published: (2023)

Integrated Sensing-Communication-Computation for Edge Artificial Intelligence
by: Wen, Dingzhu, et al.
Published: (2023)

From Logs to Language: Learning Optimal Verbalization for LLM-Based Recommendation at Industry Scale
by: Shi, Yucheng, et al.
Published: (2026)

Large Model Enabled Embodied Intelligence for 6G Integrated Perception, Communication, and Computation Network
by: Li, Zhuoran, et al.
Published: (2025)

On the Rate-Distortion-Complexity Tradeoff for Semantic Communication
by: Chai, Jingxuan, et al.
Published: (2026)

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

The AI Telco Engineer: Toward Autonomous Discovery of Wireless Communications Algorithms
by: Aoudia, Fayçal Aït, et al.
Published: (2026)

LVM4CSI: Enabling Direct Application of Pre-Trained Large Vision Models for Wireless Channel Tasks
by: Guo, Jiajia, et al.
Published: (2025)

Task-Agnostic Learnable Weighted-Knowledge Base Scheme for Robust Semantic Communications
by: Jiang, Shiyao, et al.
Published: (2025)

Spatio-Temporal Attention Enhanced Multi-Agent DRL for UAV-Assisted Wireless Networks with Limited Communications
by: Chen, Che, et al.
Published: (2026)

SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?
by: Shi, Yucheng, et al.
Published: (2025)

A General Deep Learning Framework for Wireless Resource Allocation under Discrete Constraints
by: Wang, Yikun, et al.
Published: (2026)

LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application
by: Jia, Jian, et al.
Published: (2024)

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

A Federated Fine-Tuning Paradigm of Foundation Models in Heterogenous Wireless Networks
by: Wang, Jingyi, et al.
Published: (2025)

Cooperative Tri-Point Model-Based Ground-to-Air Coverage Extension in Beyond 5G Networks
by: Cai, Ziwei, et al.
Published: (2024)

Wireless Federated Learning over UAV-enabled Integrated Sensing and Communication
by: Shaon, Shaba, et al.
Published: (2024)