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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

Integrated space-air-ground networks promise to offer a valuable solution space for empowering the sixth generation of communication networks (6G), particularly in the context of connecting the unconnected and ultraconnecting the connected.…

Artificial Intelligence · Computer Science 2022-12-20 Hayssam Dahrouj , Shasha Liu , Mohamed-Slim Alouini

Financial AI empowers sophisticated approaches to financial market forecasting, portfolio optimization, and automated trading. This survey provides a systematic analysis of these developments across three primary dimensions: predictive…

Trading and Market Microstructure · Quantitative Finance 2024-11-21 Junhua Liu

The increasing reliance on AI-driven 5G/6G network infrastructures for mission-critical services highlights the need for reliability and resilience against sophisticated cyber-physical threats. These networks are highly exposed to novel…

Ambient intelligence (AmI) is a computing paradigm in which physical environments are embedded with sensing, computation, and communication so they can perceive people and context, decide appropriate actions, and respond autonomously.…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-08-28 Muhammad Ahmed Mohsin , Junaid Ahmad , Muhammad Hamza Nawaz , Muhammad Ali Jamshed

While research on AI agents focuses on enabling them to operate graphical user interfaces, the most effective and widely adopted agent tools in practice are terminal-based. We argue that this convergence is not coincidental. It reflects…

Human-Computer Interaction · Computer Science 2026-03-12 Alexandre De Masi

Problem statement: Standardisation of AI fairness rules and benchmarks is challenging because AI fairness and other ethical requirements depend on multiple factors such as context, use case, type of the AI system, and so on. In this paper,…

Artificial Intelligence · Computer Science 2022-12-22 Avinash Agarwal , Harsh Agarwal

For the next generation of mobile communications systems, the integration of sensing and communications promises benefits in terms of spectrum utilization, cost, latency, area and weight. In this paper, we categorize and summarize the key…

Signal Processing · Electrical Eng. & Systems 2022-01-13 Qi Wang , Anastasios Kakkavas , Xitao Gong , Richard A. Stirling-Gallacher

The evolution of 6G networking toward agentic AI networking (AgentNet) systems requires a shift from traditional data pipelines to task-aware, agentic AI-native communication solutions. Emergent communication, a novel communication paradigm…

Artificial Intelligence · Computer Science 2026-05-12 Yong Xiao , Jingxuan Chai , Guangming Shi , Ping Zhang

Fifth-generation (5G) wireless networks will likely offer high data rates, increased reliability, and low delay for mobile, personal, and local area networks. Along with the rapid growth of smart wireless sensing and communication…

Networking and Internet Architecture · Computer Science 2024-10-21 Muhammad Sajjad Akbar , Zawar Hussain , Muhammad Ikram , Quan Z. Sheng , Subhas Mukhopadhyay

Integrated sensing and communication (ISAC) is envisioned as a key pillar for enabling the upcoming sixth generation (6G) communication systems, requiring not only reliable communication functionalities but also highly accurate…

Signal Processing · Electrical Eng. & Systems 2024-05-28 Jiapeng Li , Xiaodan Shao , Feng Chen , Shaohua Wan , Chang Liu , Zhiqiang Wei , Derrick Wing Kwan Ng

The advent of sixth-generation (6G) mobile networks introduces two groundbreaking capabilities: sensing and artificial intelligence (AI). Sensing leverages multi-modal sensors to capture real-time environmental data, while AI brings…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-07-31 Xu Chen , Hai Wu , Kaibin Huang

Unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC) system is a prominent concept, where a UAV equipped with a MEC server is deployed to serve a number of terminal devices (TDs) of Internet of Things (IoT) in a finite period.…

Signal Processing · Electrical Eng. & Systems 2020-08-13 Tiankui Zhang , Yu Xu , Jonathan Loo , Dingcheng Yang , Lin Xiao

Artificial intelligence (AI) is an extensive scientific discipline which enables computer systems to solve problems by emulating complex biological processes such as learning, reasoning and self-correction. This paper presents a…

Artificial Intelligence · Computer Science 2018-01-16 Javier Mata , Ignacio de Miguel , Ramó n J. Durá n , Noemí Merayo , Sandeep Kumar Singh , Admela Jukan , Mohit Chamania

As the boundaries of human computer interaction expand, Generative AI emerges as a key driver in reshaping user interfaces, introducing new possibilities for personalized, multimodal and cross-platform interactions. This integration…

Human-Computer Interaction · Computer Science 2024-11-18 J. Bieniek , M. Rahouti , D. C. Verma

As a complement to conventional AI solutions, emergent intelligence (EI) exhibits competitiveness in 6G IIoT scenario for its various outstanding features including robustness, protection to privacy, and scalability. However, despite the…

Multiagent Systems · Computer Science 2022-11-07 Siyu Yuan , Bin Han , Dennis Krummacker , Hans D. Schotten

The creation of effective governance mechanisms for AI agents requires a deeper understanding of their core properties and how these properties relate to questions surrounding the deployment and operation of agents in the world. This paper…

Computers and Society · Computer Science 2025-05-01 Atoosa Kasirzadeh , Iason Gabriel

Existing works on machine learning (ML)-empowered wireless communication primarily focus on monolithic scenarios and single tasks. However, with the blooming growth of communication task classes coupled with various task requirements in…

Signal Processing · Electrical Eng. & Systems 2025-04-08 Tianyu Jiao , Zhuoran Xiao , Yin Xu , Chenhui Ye , Yihang Huang , Zhiyong Chen , Liyu Cai , Jiang Chang , Dazhi He , Yunfeng Guan , Guangyi Liu , Wenjun Zhang

There are few principles or guidelines to ensure evaluations of generative AI (GenAI) models and systems are effective. To help address this gap, we propose a set of general dimensions that capture critical choices involved in GenAI…

Computers and Society · Computer Science 2024-11-20 P. Alex Dow , Jennifer Wortman Vaughan , Solon Barocas , Chad Atalla , Alexandra Chouldechova , Hanna Wallach

The 3rd Generation Partnership Project started the study of Release 18 in 2021. Artificial intelligence (AI)-native air interface is one of the key features of Release 18, where AI for channel state information (CSI) feedback enhancement is…

Information Theory · Computer Science 2024-10-28 Jiajia Guo , Chao-Kai Wen , Shi Jin , Xiao Li
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