Maatouk, Ali

1. The Age of Incorrect Information: A New Performance Metric for Status Updates
   2019/07/15 by Ali Maatouk, Saad Kriouile, Maatouk, Ali +5 · 28 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Information Theory (cs.IT) #cs.IT #math.IT
2. TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge
   2023/10/23 by Ali Maatouk, Maatouk, Ali, Fadhel Ayed +9 · 22 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
3. Large Language Models for Telecom: Forthcoming Impact on the Industry
   2023/08/11 by Ali Maatouk, Maatouk, Ali, Nicola Piovesan +7 · 18 citations
   Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods #Expert finding and Q&A systems
4. The Age of Incorrect Information: an Enabler of Semantics-Empowered Communication
   2020/12/24 by Maatouk, Ali, Assaad, Mohamad, Ephremides, Anthony · 7 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT)
5. Telco-RAG: Navigating the Challenges of Retrieval-Augmented Language Models for Telecommunications
   2024/04/24 by Andrei-Laurentiu Bornea, Bornea, Andrei-Laurentiu, Fadhel Ayed +7 · 13 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
6. On The Optimality of The Whittle's Index Policy For Minimizing The Age of Information
   2020/01/09 by Ali Maatouk, Saad Kriouile, Maatouk, Ali +5 · 4 citations
   Computer Science · Engineering · Mathematics · #Advanced Wireless Network Optimization #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #cs.IT #math.IT
7. MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering
   2025/03/21 by Jialin Chen, Aosong Feng, Chen, Jialin +16 · 17 citations
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Topic Modeling #Stock Market Forecasting Methods
8. Tele-LLMs: A Series of Specialized Large Language Models for Telecommunications
   2024/09/09 by Maatouk, Ali, Ampudia, Kenny Chirino, Ying, Rex +1 · 9 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
9. HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts
   2025/05/30 by Neil He, He, Neil, R. S. Anand +13 · 9 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
10. Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences
    2025/03/06 by Adnan Shahid, Adrian Kliks, Shahid, Adnan +229 · 14 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
11. LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs
    2024/09/05 by Jiasheng Zhang, Zhang, Jiasheng, Jialin Chen +15 · 3 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Social and Information Networks (cs.SI) #Topic Modeling
12. A Framework for the Evaluation of Network Reliability Under Periodic Demand
    2023/01/13 by Ali Maatouk, Maatouk, Ali, Fadhel Ayed +9 · 1 citation
    Business, Management and Accounting · Engineering · #Advanced Queuing Theory Analysis #Advanced MIMO Systems Optimization #Power System Reliability and Maintenance
13. Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries
    2025/04/11 by Neil He, He, Neil, Liu, Jiahong +13 · 4 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Inertial Sensor and Navigation #Machine Learning (cs.LG)
14. SANDWICH: Towards an Offline, Differentiable, Fully-Trainable Wireless Neural Ray-Tracing Surrogate
    2024/11/13 by Y. J. Jin, Yifei Jin, Jin, Yifei +10 · 1 voice · 1 citation
    Computer Science · Engineering · Medicine · #Advanced MRI Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Terahertz technology and applications #Wireless Body Area Networks #cs.AI #cs.NI
15. Age of Information Optimization with Preemption Strategies for Correlated Systems
    2025/02/11 by Egemen Erbayat, Ali Maatouk, Erbayat, Egemen +5 · 1 voice · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #cs.IT
16. Hermes: A Large Language Model Framework on the Journey to Autonomous Networks
    2024/11/10 by Fadhel Ayed, Ayed, Fadhel, Ali Maatouk +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Topic Modeling
17. Pay Attention to What Matters
    2024/09/19 by Pedro Silva, Antonio De Domenico, Silva, Pedro Luiz +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
18. TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
    2025/06/10 by Jialin Chen, Chen, Jialin, Ziyu Zhao +13 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Topic Modeling