Large Language Models Archives

Hidden Weaknesses: The New Frontier of ML Hardware Security

Innovation Spotlight

The IEEE Xplore Innovation Spotlight features articles on cutting-edge topics handpicked from the IEEE Xplore Digital Library of more than 7 million technical documents.

Generative AI for Semantic Communication: Applications and the Way Ahead

March 20, 2026

Large Language Models, Artificial Intelligence

The exponential increase in mobile data traffic, coupled with the widespread adoption of Internet of Things (IoT) devices, has imposed significant demands on contemporary communication systems. The rapid advancement of generative artificial intelligence (GenAI) has introduced novel opportunities for semantic communication (SemCom) systems by enabling systems to transmit more efficiently than traditional approaches.

Testing Large Language Models for Optimization

October 25, 2025

Large Language Models

Large language models (LLMs) have rapidly gained tremendous popularity since their inception, with remarkable performance in natural language processing (NLP) tasks, as well as in many other domains beyond NLP. However, whether the application of LLMs in complex numerical optimization problems is genuinely beneficial remains unexplored.