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Large Language Models (LLMs), AI-driven models that can achieve general-purpose language understanding and generation, have emerged as a transformative force, revolutionizing fields well beyond Natural Language Processing (NLP) and…

Information Theory · Computer Science 2024-02-27 Ali Maatouk , Nicola Piovesan , Fadhel Ayed , Antonio De Domenico , Merouane Debbah

Telecom networks are becoming increasingly complex, with diversified deployment scenarios, multi-standards, and multi-vendor support. The intricate nature of the telecom network ecosystem presents challenges to effectively manage, operate,…

Networking and Internet Architecture · Computer Science 2024-08-09 Tahar Zanouda , Meysam Masoudi , Fitsum Gaim Gebre , Mischa Dohler

This white paper discusses the role of large-scale AI in the telecommunications industry, with a specific focus on the potential of generative AI to revolutionize network functions and user experiences, especially in the context of 6G…

Networking and Internet Architecture · Computer Science 2025-03-07 Adnan Shahid , Adrian Kliks , Ahmed Al-Tahmeesschi , Ahmed Elbakary , Alexandros Nikou , Ali Maatouk , Ali Mokh , Amirreza Kazemi , Antonio De Domenico , Athanasios Karapantelakis , Bo Cheng , Bo Yang , Bohao Wang , Carlo Fischione , Chao Zhang , Chaouki Ben Issaid , Chau Yuen , Chenghui Peng , Chongwen Huang , Christina Chaccour , Christo Kurisummoottil Thomas , Dheeraj Sharma , Dimitris Kalogiros , Dusit Niyato , Eli De Poorter , Elissa Mhanna , Emilio Calvanese Strinati , Faouzi Bader , Fathi Abdeldayem , Fei Wang , Fenghao Zhu , Gianluca Fontanesi , Giovanni Geraci , Haibo Zhou , Hakimeh Purmehdi , Hamed Ahmadi , Hang Zou , Hongyang Du , Hoon Lee , Howard H. Yang , Iacopo Poli , Igor Carron , Ilias Chatzistefanidis , Inkyu Lee , Ioannis Pitsiorlas , Jaron Fontaine , Jiajun Wu , Jie Zeng , Jinan Li , Jinane Karam , Johny Gemayel , Juan Deng , Julien Frison , Kaibin Huang , Kehai Qiu , Keith Ball , Kezhi Wang , Kun Guo , Leandros Tassiulas , Lecorve Gwenole , Liexiang Yue , Lina Bariah , Louis Powell , Marcin Dryjanski , Maria Amparo Canaveras Galdon , Marios Kountouris , Maryam Hafeez , Maxime Elkael , Mehdi Bennis , Mehdi Boudjelli , Meiling Dai , Merouane Debbah , Michele Polese , Mohamad Assaad , Mohamed Benzaghta , Mohammad Al Refai , Moussab Djerrab , Mubeen Syed , Muhammad Amir , Na Yan , Najla Alkaabi , Nan Li , Nassim Sehad , Navid Nikaein , Omar Hashash , Pawel Sroka , Qianqian Yang , Qiyang Zhao , Rasoul Nikbakht Silab , Rex Ying , Roberto Morabito , Rongpeng Li , Ryad Madi , Salah Eddine El Ayoubi , Salvatore D'Oro , Samson Lasaulce , Serveh Shalmashi , Sige Liu , Sihem Cherrared , Swarna Bindu Chetty , Swastika Dutta , Syed A. R. Zaidi , Tianjiao Chen , Timothy Murphy , Tommaso Melodia , Tony Q. S. Quek , Vishnu Ram , Walid Saad , Wassim Hamidouche , Weilong Chen , Xiaoou Liu , Xiaoxue Yu , Xijun Wang , Xingyu Shang , Xinquan Wang , Xuelin Cao , Yang Su , Yanping Liang , Yansha Deng , Yifan Yang , Yingping Cui , Yu Sun , Yuxuan Chen , Yvan Pointurier , Zeinab Nehme , Zeinab Nezami , Zhaohui Yang , Zhaoyang Zhang , Zhe Liu , Zhenyu Yang , Zhu Han , Zhuang Zhou , Zihan Chen , Zirui Chen , Zitao Shuai

The emergence of Generative Artificial Intelligence (AI) and Large Language Models (LLMs) has marked a new era of Natural Language Processing (NLP), introducing unprecedented capabilities that are revolutionizing various domains. This paper…

Computation and Language · Computer Science 2024-08-26 Desta Haileselassie Hagos , Rick Battle , Danda B. Rawat

The telecommunications and networking domain stands at the precipice of a transformative era, driven by the necessity to manage increasingly complex, hierarchical, multi administrative domains (i.e., several operators on the same path) and…

Networking and Internet Architecture · Computer Science 2025-06-30 Viswanath Kumarskandpriya , Abdulhalim Dandoush , Abbas Bradai , Ali Belgacem

The adoption of large language models (LLMs) and autonomous agents in software engineering marks an enduring paradigm shift. These systems create new opportunities for tool design, workflow orchestration, and empirical observation, while…

Software Engineering · Computer Science 2025-11-04 Christoph Treude , Margaret-Anne Storey

Large Language Models (LLMs) have emerged as a transformative AI paradigm, profoundly influencing daily life through their exceptional language understanding and contextual generation capabilities. Despite their remarkable performance, LLMs…

Artificial Intelligence · Computer Science 2024-12-10 Yedi Zhang , Yufan Cai , Xinyue Zuo , Xiaokun Luan , Kailong Wang , Zhe Hou , Yifan Zhang , Zhiyuan Wei , Meng Sun , Jun Sun , Jing Sun , Jin Song Dong

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…

Systems and Control · Electrical Eng. & Systems 2024-09-17 Hao Zhou , Chengming Hu , Ye Yuan , Yufei Cui , Yili Jin , Can Chen , Haolun Wu , Dun Yuan , Li Jiang , Di Wu , Xue Liu , Charlie Zhang , Xianbin Wang , Jiangchuan Liu

Generative Artificial Intelligence (GenAI) and Large Language Models (LLMs) are revolutionizing network management systems, paving the way towards fully autonomous and self-optimizing communication systems. These models enable networks to…

Networking and Internet Architecture · Computer Science 2026-01-07 Faisal Zaman , Ouns Bouachir , Moayad Aloqaily , Ismaeel Al Ridhawi

The rise of Generative AI (GAI) and Large Language Models (LLMs) has transformed industrial landscapes, offering unprecedented opportunities for efficiency and innovation while raising critical ethical, regulatory, and operational…

Computers and Society · Computer Science 2026-03-11 Junfeng Jiao , Saleh Afroogh , Kevin Chen , David Atkinson , Amit Dhurandhar

Generative AI is reshaping how software is designed, written, and maintained. Advances in large language models (LLMs) are enabling new development styles - from chat-oriented programming and 'vibe coding' to agentic programming - that can…

Software Engineering · Computer Science 2025-10-14 Vivek Acharya

The evolution towards 6G architecture promises a transformative shift in communication networks, with artificial intelligence (AI) playing a pivotal role. This paper delves deep into the seamless integration of Large Language Models (LLMs)…

Networking and Internet Architecture · Computer Science 2023-11-13 Sasu Tarkoma , Roberto Morabito , Jaakko Sauvola

The emergence of Large Language Models (LLMs) has reshaped agent systems. Unlike traditional rule-based agents with limited task scope, LLM-powered agents offer greater flexibility, cross-domain reasoning, and natural language interaction.…

Artificial Intelligence · Computer Science 2026-05-05 Guannan Liang , Qianqian Tong

Future wireless communication networks are in a position to move beyond data-centric, device-oriented connectivity and offer intelligent, immersive experiences based on multi-agent collaboration, especially in the context of the thriving…

Information Theory · Computer Science 2025-04-15 Xiang Chen , Zhiheng Guo , Xijun Wang , Howard H. Yang , Chenyuan Feng , Shuangfeng Han , Xiaoyun Wang , Tony Q. S. Quek

Generative AI technologies, particularly Large Language Models (LLMs), have transformed information management systems but introduced substantial biases that can compromise their effectiveness in informing business decision-making. This…

Computers and Society · Computer Science 2025-02-18 Xiahua Wei , Naveen Kumar , Han Zhang

This article explores how emerging generative artificial intelligence (GenAI) models, such as large language models (LLMs), can enhance solution methodologies within process systems engineering (PSE). These cutting-edge GenAI models,…

Machine Learning · Computer Science 2024-06-18 Benjamin Decardi-Nelson , Abdulelah S. Alshehri , Akshay Ajagekar , Fengqi You

The rise of generative artificial intelligence (GenAI) is transforming the telecom industry. GenAI models, particularly large language models (LLMs), have emerged as powerful tools capable of driving innovation, improving efficiency, and…

Networking and Internet Architecture · Computer Science 2024-08-20 Xingqin Lin , Lopamudra Kundu , Chris Dick , Maria Amparo Canaveras Galdon , Janaki Vamaraju , Swastika Dutta , Vinay Raman

Some have criticised Generative AI Systems for replicating the familiar pathologies of already widely-deployed AI systems. Other critics highlight how they foreshadow vastly more powerful future systems, which might threaten humanity's…

Computers and Society · Computer Science 2024-10-21 Seth Lazar

AI agents are autonomous systems designed to perceive, reason, and act within dynamic environments. With the rapid advancements in generative AI (GenAI), large language models (LLMs) and multimodal large language models (MLLMs) have…

Artificial Intelligence · Computer Science 2025-07-03 Yinwang Ren , Yangyang Liu , Tang Ji , Xun Xu

Foundation models (FMs) are general-purpose artificial intelligence (AI) models that have recently enabled multiple brand-new generative AI applications. The rapid advances in FMs serve as an important contextual backdrop for the vision of…

Networking and Internet Architecture · Computer Science 2024-05-08 Zihan Chen , Howard H. Yang , Y. C. Tay , Kai Fong Ernest Chong , Tony Q. S. Quek
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