Copertina

R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Djuhera, Aladin, Andrei, Vlad C., Pourghasemian, Mohsen, Gacanin, Haris, Boche, Holger, Saad, Walid
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Signal Processing Artificial Intelligence Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

MambaCSP: Hybrid-Attention State Space Models for Hardware-Efficient Channel State Prediction
di: Djuhera, Aladin, et al.
Pubblicazione: (2026)

R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models
di: Djuhera, Aladin, et al.
Pubblicazione: (2024)

Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence
di: Djuhera, Aladin, et al.
Pubblicazione: (2026)

Resilient-By-Design Framework for MIMO-OFDM Communications under Smart Jamming
di: Andrei, Vlad C., et al.
Pubblicazione: (2024)

An Analysis of Capacity-Distortion Trade-Offs in Memoryless ISAC Systems
di: Li, Xinyang, et al.
Pubblicazione: (2024)

AI-Programmable Wireless Connectivity: Challenges and Research Directions Toward Interactive and Immersive Industry
di: Gacanin, Haris
Pubblicazione: (2026)

SCoTT: Strategic Chain-of-Thought Tasking for Wireless-Aware Robot Navigation in Digital Twins
di: Djuhera, Aladin, et al.
Pubblicazione: (2024)

Efficient Domain Generalization in Wireless Networks with Scarce Multi-Modal Data
di: Kim, Minsu, et al.
Pubblicazione: (2025)

SE(3)-Based Trajectory Optimization and Target Tracking in UAV-Enabled ISAC Systems
di: Xu, Dongxiao, et al.
Pubblicazione: (2025)

Secure Identification for Gaussian Channels and Identification for Multi-Antenna Gaussian Channels
di: Labidi, Wafa, et al.
Pubblicazione: (2020)

Real-Time Multi-Target Detection and Tracking with mmWave 5G NR Waveforms on RFSoC
di: Li, Xinyang, et al.
Pubblicazione: (2025)

Computing Capacity-Cost Functions for Continuous Channels in Wasserstein Space
di: Li, Xinyang, et al.
Pubblicazione: (2025)

"Don't Do That!": Guiding Embodied Systems through Large Language Model-based Constraint Generation
di: Seffo, Amin, et al.
Pubblicazione: (2025)

Resilient Vehicular Communications under Imperfect Channel State Information
di: Shui, Tingyu, et al.
Pubblicazione: (2025)

Computation of Capacity-Distortion-Cost Functions for Continuous Memoryless Channels
di: Li, Xinyang, et al.
Pubblicazione: (2025)

Inverse Problems Are Solvable on Real Number Signal Processing Hardware
di: Boche, Holger, et al.
Pubblicazione: (2022)

ICWLM: A Multi-Task Wireless Large Model via In-Context Learning
di: Wen, Yuxuan, et al.
Pubblicazione: (2025)

Lightweight Foundation Model for Wireless Time Series Downstream Tasks on Edge Devices
di: Cheraghinia, Mohammad, et al.
Pubblicazione: (2025)

Variational Secret Common Randomness Extraction
di: Li, Xinyang, et al.
Pubblicazione: (2025)

A Digital Twinning Platform for Integrated Sensing, Communications and Robotics
di: Andrei, Vlad C., et al.
Pubblicazione: (2024)

SafeCOMM: A Study on Safety Degradation in Fine-Tuned Telecom Large Language Models
di: Djuhera, Aladin, et al.
Pubblicazione: (2025)

Optimal Signal Processing for Common Randomness Generation over MIMO Gaussian Channels with Applications in Identification
di: Ezzine, Rami, et al.
Pubblicazione: (2020)

WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks
di: Tong, Jingwen, et al.
Pubblicazione: (2025)

Semantic Communication with Hopfield Memories
di: Nasreddine, Karim, et al.
Pubblicazione: (2025)

MTCA: Multi-Task Channel Analysis for Wireless Communication
di: Jiang, Jun, et al.
Pubblicazione: (2025)

Multi-Source Interactive Resilient Fusion Algorithm Based on RIEKF
di: Xiaoyu, Ye, et al.
Pubblicazione: (2024)

LLM4WM: Adapting LLM for Wireless Multi-Tasking
di: Liu, Xuanyu, et al.
Pubblicazione: (2025)

Multi-FEAT: Multi-Feature Edge Alignment for Targetless Camera-LiDAR Calibration
di: Zhang, Bichi, et al.
Pubblicazione: (2022)

Multi-Rate Task-Oriented Communication for Multi-Edge Cooperative Inference
di: Kim, Dongwon, et al.
Pubblicazione: (2025)

Enhancing 6G Wireless Intelligence: Do LLMs Work for CSI Prediction?
di: Kazemian, Mohsen, et al.
Pubblicazione: (2026)

Distributed Multi-Task Learning for Joint Wireless Signal Enhancement and Recognition
di: Zhang, Hao, et al.
Pubblicazione: (2025)

Multi-Modal Fusion-Based Multi-Task Semantic Communication System
di: Zhu, Zengle, et al.
Pubblicazione: (2024)

Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC)
di: Shui, Tingyu, et al.
Pubblicazione: (2025)

Introducing Resilience to IRS-Assisted Secure Wireless Systems
di: Wu, Yifei, et al.
Pubblicazione: (2025)

Large-Scale Model Enabled Semantic Communication Based on Robust Knowledge Distillation
di: Ding, Kuiyuan, et al.
Pubblicazione: (2025)

Integrated Sensing and Communication for Edge Inference with End-to-End Multi-View Fusion
di: Jin, Xibin, et al.
Pubblicazione: (2024)

Leveraging MoE-based Large Language Model for Zero-Shot Multi-Task Semantic Communication
di: Huang, Sin-Yu, et al.
Pubblicazione: (2025)

Placement, Orientation, and Resource Allocation Optimization for Cell-Free OIRS-aided OWC Network
di: Jalali, Jalal, et al.
Pubblicazione: (2025)

Large Language Model Enabled Multi-Task Physical Layer Network
di: Zheng, Tianyue, et al.
Pubblicazione: (2024)

User Association and Resource Allocation in Large Language Model Based Mobile Edge Computing System over 6G Wireless Communications
di: Qian, Liangxin, et al.
Pubblicazione: (2023)