Paper list for wireless large AI models

Wireless Large AI Model

Papers related to wireless large AI models (LAMs) and wireless foundation models (FMs).

Note: This paper list focuses more on technical implementations and methodologies. As a result, magazine or high-level overview articles are not prioritized in the initial phase of the list.

📌 This list is continuously updated.

Stay tuned and feel free to ⭐ star this repo to follow the latest progress.

🤝 Open to collaboration and discussion!

I’m open to discussions and potential collaborations on LAM-based wireless research.
Feel free to reach out via email: guangjin.pan@chalmers.se.

You can also find more information on my homepage: HOMEPAGE

📡 Wireless Large AI Models Paper List

1. 📶 LAM–Based Wireless Channel foundation model

Title Authors Venue Year PDF Code
Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks Guangjin Pan et al. arXiv 2025 PDF Code
SpectrumFM: A Foundation Model for Intelligent Spectrum Management Fuhui Zhou et al. arXiv 2025 PDF Code
Large Wireless Model (LWM): A Foundation Model for Wireless Channels Sadjad Alikhani et al. arXiv 2024 PDF Code
WiFo: Wireless Foundation Model for Channel Prediction Boxun Liu et al. arXiv 2024 PDF Code
LLM4CP: Adapting Large Language Models for Channel Prediction Boxun Liu et al. IEEE JCIN 2024 PDF Code
Self-Supervised and Invariant Wireless Channel Representations Artan Salihu et al. IEEE TWC 2024 PDF Code
WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication Tingting Yang et al. arXiv 2025 PDF -
LLM4WM: Adapting LLM for Wireless Multi-Tasking Xuanyu Liu et al. arXiv 2025 PDF -
6G WavesFM: A Foundation Model for Sensing, Communication, and Localization Ahmed Aboulfotouh et al. arXiv 2025 PDF -
Building 6G Radio Foundation Models with Transformer Architectures Ahmed Aboulfotouh et al. arXiv 2024 PDF -
Self-Supervised Radio Pre-training: Toward Foundational Models for Spectrogram Learning Ahmed Aboulfotouh et al. arXiv 2024 PDF -

2. 🧠 LAM–Driven Network Optimization

Title Authors Venue Year Link
More papers coming soon. Stay tuned! xxx et al. INFOCOM 2025 PDF

3. 🗣️ LAM–Enabled Semantic Communication

Title Authors Venue Year Link
More papers coming soon. Stay tuned! xxx et al. INFOCOM 2025 PDF

✨ Contributing

Welcome to contribute!
📩 If you have any paper recommendations, feel free to email me or submit an issue. Please follow the format:

| Title | Authors | Venue | Year | Link |

📄 License

This project is licensed under the MIT License.

Pull requests are welcome. Please follow the format and add relevant papers.




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