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IEEE Future Networks Artificial Intelligence & Machine Learning
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IEEE Future Networks Artificial Intelligence & Machine Learning
Date: September 5, 2024
Time: 6 - 7 pm
Location: Virtual
Large Language Models (LLMs) for NextG Wireless Networks:
Fundamentals and Case Studies in Network Optimization and Prediction
Large language models (LLMs) have received considerable attention recently due to their outstanding comprehension and reasoning capabilities, leading to great progress in many fields. The advancement of LLM techniques also offers promising opportunities to automate many tasks in the communication networks field. After pre-training and fine-tuning, LLMs can perform diverse downstream tasks based on human instructions, paving the way to artificial general intelligence (AGI)-enabled 6G. This talk will first present a comprehensive overview of LLM fundamentals and applications to wireless networks, discussing wireless-specific LLM training, fine-tuning, and practical deployment. Then, it will present two case studies on specific network optimization and prediction problems, showing detailed prompt and algorithm designs along with simulation results.
Register here:
https://events.vtools.ieee.org/m/431215
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