Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Shengzhe, Thomas, Christo Kurisummoottil, Hashash, Omar, Muralidhar, Nikhil, Saad, Walid, Ramakrishnan, Naren |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Next-Generation Sustainable Wireless Systems: Energy Efficiency Meets Environmental Impact
by: Thomas, Christo Kurisummoottil, et al.
Published: (2025)
by: Thomas, Christo Kurisummoottil, et al.
Published: (2025)
Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G
by: Saad, Walid, et al.
Published: (2024)
by: Saad, Walid, et al.
Published: (2024)
On the Computing and Communication Tradeoff in Reasoning-Based Multi-User Semantic Communications
by: Singh, Nitisha, et al.
Published: (2024)
by: Singh, Nitisha, et al.
Published: (2024)
Causal Model-Based Reinforcement Learning for Sample-Efficient IoT Channel Access
by: Arun, Aswin, et al.
Published: (2025)
by: Arun, Aswin, et al.
Published: (2025)
Dynamic Hypergame for Task Assignment in Multi-platform Mobile Crowdsensing Under Incomplete Information
by: Dongare, Sumedh J., et al.
Published: (2026)
by: Dongare, Sumedh J., et al.
Published: (2026)
Quantum Semantic Communications for Resource-Efficient Quantum Networking
by: Chehimi, Mahdi, et al.
Published: (2022)
by: Chehimi, Mahdi, et al.
Published: (2022)
World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks
by: Wang, Lingyi, et al.
Published: (2025)
by: Wang, Lingyi, et al.
Published: (2025)
Fundamental Limits of Quantum Semantic Communication via Sheaf Cohomology
by: Thomas, Christo Kurisummoottil, et al.
Published: (2026)
by: Thomas, Christo Kurisummoottil, et al.
Published: (2026)
Digital Twins for Autonomous Driving: A Comprehensive Implementation and Demonstration
by: Wang, Kui, et al.
Published: (2023)
by: Wang, Kui, et al.
Published: (2023)
A Deep Incremental Framework for Multi-Service Multi-Modal Devices in NextG AI-RAN Systems
by: Gain, Mrityunjoy, et al.
Published: (2025)
by: Gain, Mrityunjoy, et al.
Published: (2025)
Vision and Causal Learning Based Channel Estimation for THz Communications
by: Kim, Kitae, et al.
Published: (2025)
by: Kim, Kitae, et al.
Published: (2025)
A Framework for AI-Native Semantic-Based Dynamic Slicing for 6G Networks
by: Chowdhury, Mayukh Roy, et al.
Published: (2025)
by: Chowdhury, Mayukh Roy, et al.
Published: (2025)
Wireless Multimodal Foundation Model (WMFM): Integrating Vision and Communication Modalities for 6G ISAC Systems
by: Farzanullah, Mohammad, et al.
Published: (2025)
by: Farzanullah, Mohammad, et al.
Published: (2025)
Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications
by: Xu, Yunting, et al.
Published: (2025)
by: Xu, Yunting, et al.
Published: (2025)
A Unified Learning-based Optimization Framework for 0-1 Mixed Problems in Wireless Networks
by: Ma, Kairong, et al.
Published: (2025)
by: Ma, Kairong, et al.
Published: (2025)
Distributionally Robust Wireless Semantic Communication with Large AI Models
by: Le, Long Tan, et al.
Published: (2025)
by: Le, Long Tan, et al.
Published: (2025)
NMformer: A Transformer for Noisy Modulation Classification in Wireless Communication
by: Faysal, Atik, et al.
Published: (2024)
by: Faysal, Atik, et al.
Published: (2024)
Empowering AI-Native 6G Wireless Networks with Quantum Federated Learning
by: Shaon, Shaba, et al.
Published: (2025)
by: Shaon, Shaba, et al.
Published: (2025)
Flexible Semantic-Aware Resource Allocation: Serving More Users Through Similarity Range Constraints
by: Gholami, Nasrin, et al.
Published: (2025)
by: Gholami, Nasrin, et al.
Published: (2025)
NetIntent: Leveraging Large Language Models for End-to-End Intent-Based SDN Automation
by: Hossain, Md. Kamrul, et al.
Published: (2025)
by: Hossain, Md. Kamrul, et al.
Published: (2025)
A Wireless World Model for AI-Native 6G Networks
by: Chen, Ziqi, et al.
Published: (2026)
by: Chen, Ziqi, et al.
Published: (2026)
Towards Green Connectivity: An AI-Driven Mesh Architecture for Sustainable and Scalable Wireless Networks
by: Mohsin, Muhammad Ahmed, et al.
Published: (2026)
by: Mohsin, Muhammad Ahmed, et al.
Published: (2026)
Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies
by: Fontaine, Jaron, et al.
Published: (2024)
by: Fontaine, Jaron, et al.
Published: (2024)
Neurosymbolic Learning for Advanced Persistent Threat Detection under Extreme Class Imbalance
by: Fathima, Quhura, et al.
Published: (2026)
by: Fathima, Quhura, et al.
Published: (2026)
Federated Foundation Models in Harsh Wireless Environments: Prospects, Challenges, and Future Directions
by: Chen, Evan, et al.
Published: (2025)
by: Chen, Evan, et al.
Published: (2025)
Chain-of-Thought for Large Language Model-empowered Wireless Communications
by: Wang, Xudong, et al.
Published: (2025)
by: Wang, Xudong, et al.
Published: (2025)
Cooperative Edge Caching with Large Language Model in Wireless Networks
by: Yang, Ning, et al.
Published: (2026)
by: Yang, Ning, et al.
Published: (2026)
Modeling Epidemiological Dynamics Under Adversarial Data and User Deception
by: Su, Yiqi, et al.
Published: (2026)
by: Su, Yiqi, et al.
Published: (2026)
AIORA: An AI-Native Multi-Stakeholder Orchestration Architecture for 6G Continuum
by: Molner, Nuria, et al.
Published: (2025)
by: Molner, Nuria, et al.
Published: (2025)
SPARQ: Efficient Entanglement Distribution and Routing in Space-Air-Ground Quantum Networks
by: Shaban, Mohamed, et al.
Published: (2024)
by: Shaban, Mohamed, et al.
Published: (2024)
AI-Native Integrated Sensing and Communications for Self-Organizing Wireless Networks: Architectures, Learning Paradigms, and System-Level Design
by: Zhang, S., et al.
Published: (2025)
by: Zhang, S., et al.
Published: (2025)
Tutorial on Large Language Model-Enhanced Reinforcement Learning for Wireless Networks
by: Cai, Lingyi, et al.
Published: (2025)
by: Cai, Lingyi, et al.
Published: (2025)
LLM-Slice: Dedicated Wireless Network Slicing for Large Language Models
by: Liu, Boyi, et al.
Published: (2024)
by: Liu, Boyi, et al.
Published: (2024)
Generative AI-Enhanced Multi-Modal Semantic Communication in Internet of Vehicles: System Design and Methodologies
by: Lu, Jiayi, et al.
Published: (2024)
by: Lu, Jiayi, et al.
Published: (2024)
Rank-Based Modeling for Universal Packets Compression in Multi-Modal Communications
by: Luo, Xuanhao, et al.
Published: (2025)
by: Luo, Xuanhao, et al.
Published: (2025)
Large Language Models for Wireless Networks: An Overview from the Prompt Engineering Perspective
by: Zhou, Hao, et al.
Published: (2024)
by: Zhou, Hao, et al.
Published: (2024)
The Prompt is Mightier than the Example
by: Xu, Shengzhe, et al.
Published: (2025)
by: Xu, Shengzhe, et al.
Published: (2025)
Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems
by: Dzaferagic, Merim, et al.
Published: (2024)
by: Dzaferagic, Merim, et al.
Published: (2024)
Reasoning Meets Representation: Envisioning Neuro-Symbolic Wireless Foundation Models
by: Fontaine, Jaron, et al.
Published: (2025)
by: Fontaine, Jaron, et al.
Published: (2025)
Multi-hop Multi-RIS Wireless Communication Systems: Multi-reflection Path Scheduling and Beamforming
by: Ma, Xiaoyan, et al.
Published: (2024)
by: Ma, Xiaoyan, et al.
Published: (2024)
Similar Items
-
Next-Generation Sustainable Wireless Systems: Energy Efficiency Meets Environmental Impact
by: Thomas, Christo Kurisummoottil, et al.
Published: (2025) -
Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G
by: Saad, Walid, et al.
Published: (2024) -
On the Computing and Communication Tradeoff in Reasoning-Based Multi-User Semantic Communications
by: Singh, Nitisha, et al.
Published: (2024) -
Causal Model-Based Reinforcement Learning for Sample-Efficient IoT Channel Access
by: Arun, Aswin, et al.
Published: (2025) -
Dynamic Hypergame for Task Assignment in Multi-platform Mobile Crowdsensing Under Incomplete Information
by: Dongare, Sumedh J., et al.
Published: (2026)