Machine learning for large-scale optimization in 6g wireless networks

Y Shi, L Lian, Y Shi, Z Wang, Y Zhou… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The sixth generation (6G) wireless systems are envisioned to enable the paradigm shift from
“connected things” to “connected intelligence”, featured by ultra high density, large-scale …

[HTML][HTML] Exploring the frontiers of deep learning and natural language processing: A comprehensive overview of key challenges and emerging trends

W Khan, A Daud, K Khan, S Muhammad… - Natural Language …, 2023 - Elsevier
In the recent past, more than 5 years or so, DL especially the large language models (LLMs)
has generated extensive studies out of a distinctly average downturn field of knowledge …

Semantic communications: Principles and challenges

Z Qin, X Tao, J Lu, W Tong, GY Li - arXiv preprint arXiv:2201.01389, 2021 - arxiv.org
Semantic communication, regarded as the breakthrough beyond the Shannon paradigm,
aims at the successful transmission of semantic information conveyed by the source rather …

Towards ubiquitous semantic metaverse: Challenges, approaches, and opportunities

K Li, BPL Lau, X Yuan, W Ni… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In recent years, ubiquitous semantic Metaverse has been studied to revolutionize immersive
cyber-virtual experiences for augmented reality (AR) and virtual reality (VR) users, which …

Semantic communications for wireless sensing: RIS-aided encoding and self-supervised decoding

H Du, J Wang, D Niyato, J Kang, Z Xiong… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Semantic communications can reduce the resource consumption by transmitting task-related
semantic information extracted from source messages. However, when the source …

Semantics-empowered communications: A tutorial-cum-survey

Z Lu, R Li, K Lu, X Chen, E Hossain… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Along with the springing up of the semantics-empowered communication (SemCom)
research, it is now witnessing an unprecedentedly growing interest towards a wide range of …

Making sense of meaning: A survey on metrics for semantic and goal-oriented communication

TM Getu, G Kaddoum, M Bennis - IEEE Access, 2023 - ieeexplore.ieee.org
Semantic communication (SemCom) aims to convey the meaning behind a transmitted
message by transmitting only semantically-relevant information. This semantic-centric …

Semantic communication with memory

H Xie, Z Qin, GY Li - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
While semantic communication succeeds in efficiently transmitting due to the strong
capability to extract the essential semantic information, it is still far from the intelligent or …

Large ai model-based semantic communications

F Jiang, Y Peng, L Dong, K Wang… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
Semantic communication (SC) is an emerging intelligent paradigm, offering solutions for
various future applications like metaverse, mixed reality, and the Internet of everything …

Deep learning in news recommender systems: A comprehensive survey, challenges and future trends

MM Talha, HU Khan, S Iqbal, M Alghobiri, T Iqbal… - Neurocomputing, 2023 - Elsevier
Nowadays, people prefer to read news articles from online sources worldwide due to their
easiness and availability. For the last few years, online searching for required information or …