Deep Generative Model and Its Applications in Efficient Wireless Network
Management: A Tutorial and Case Study

Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case Study

30 March 2023

Dusit Niyato

Abbas Jamalipour

Papers citing "Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case Study"

12 / 12 papers shown

Title
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 56 16 0 06 Aug 2024
Strategic Demand-Planning in Wireless Networks: Can Generative-AI Save Spectrum and Energy? Berk Çiloglu Görkem Berkay Koç Afsoon Alidadi Shamsabadi Metin Öztürk H. Yanikomeroglu 45 0 0 02 Jul 2024
Generative AI-in-the-loop: Integrating LLMs and GPTs into the Next Generation Networks Han Zhang A. B. Sediq Ali Afana Melike Erol-Kantarci 36 2 0 06 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Viet Quoc Pham 39 8 0 30 May 2024
Generative AI for the Optimization of Next-Generation Wireless Networks: Basics, State-of-the-Art, and Open Challenges Fahime Khoramnejad Ekram Hossain 40 6 0 22 May 2024
Generative AI for Secure Physical Layer Communications: A Survey Changyuan Zhao Hongyang Du Dusit Niyato Jiawen Kang Zehui Xiong Dong In Kim Xuemin X. Shen K. B. Letaief 69 19 0 21 Feb 2024
Generative AI for Physical Layer Communications: A Survey Nguyen Van Huynh Jiacheng Wang Hongyang Du D. Hoang Dusit Niyato Diep N. Nguyen Dong In Kim K. B. Letaief AI4CE 36 31 0 09 Dec 2023
Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications Mehdi Letafati Samad Ali Matti Latva-aho DiffM 16 7 0 30 Oct 2023
From Generative AI to Generative Internet of Things: Fundamentals, Framework, and Outlooks Jinbo Wen Jiangtian Nie Jiawen Kang Dusit Niyato Hongyang Du Yang Zhang Mohsen Guizani 55 40 0 27 Oct 2023
Diffusion Models for Wireless Communications Mehdi Letafati Samad Ali Matti Latva-aho DiffM 26 8 0 11 Oct 2023
Federated Learning-Empowered AI-Generated Content in Wireless Networks Xumin Huang Peichun Li Hongyang Du Jiawen Kang Dusit Niyato Dong In Kim Yuehua Wu 35 55 0 14 Jul 2023
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,593 0 10 Nov 2021