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20242026
most citedDiffusion Models as Network Optimizers: Explorations and Analysis

25 citations · 28 across the 23 of their papers we have counts for

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12 papers · 1 filter

cs.LG2025

Joint Optimization of Cooperation Efficiency and Communication Covertness for Target Detection with AUVs

Xueyao Zhang, Bo Yang, Zhiwen Yu +10

This paper investigates underwater cooperative target detection using autonomous underwater vehicles (AUVs), with a focus on the critical trade-off between cooperation efficiency a…

cs.NI2025

Optimization for Massive 3D-RIS Deployment: A Generative Diffusion Model-Based Approach

Kaining Wang, Bo Yang, Zhiwen Yu +3

Reconfigurable Intelligent Surfaces (RISs) transform the wireless environment by modifying the amplitude, phase, and polarization of incoming waves, significantly improving coverag…

eess.SP2025

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems

Chen Sun, Wenqi Zhang, Bizhu Wang +4

In current vehicle-to-everything (V2X) communication systems, roadside units (RSUs) broadcast brief warning messages that alert nearby vehicles to avoid potential hazards. However,…

cs.NI2025

AI-Empowered Channel Generation for IoV Semantic Communications in Dynamic Conditions

Hao Liu, Bo Yang, Zhiwen Yu +4

The Internet of Vehicles (IoV) transforms the transportation ecosystem promising pervasive connectivity and data-driven approaches. Deep learning and generative Artificial Intellig…

cs.NI2025

Frontiers of Generative AI for Network Optimization: Theories, Limits, and Visions

Bo Yang, Ruihuai Liang, Weixin Li +8

While interest in the application of generative AI (GenAI) in network optimization has surged in recent years, its rapid progress has often overshadowed critical limitations intrin…

cs.NI2025

Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion

Yifan Xue, Ruihuai Liang, Bo Yang +4

With the rapid development of the low-altitude economy, air-ground integrated multi-access edge computing (MEC) systems are facing increasing demands for real-time and intelligent…

cs.NI2025

Generative AI-enhanced Low-Altitude UAV-Mounted Stacked Intelligent Metasurfaces

Geng Sun, Mingzhe Fan, Lei Zhang +6

Wireless communication systems face challenges in meeting the demand for higher data rates and reliable connectivity in complex environments. Stacked intelligent metasurfaces (SIMs…

cs.NI2025

Dynamical ON-OFF Control with Trajectory Prediction for Multi-RIS Wireless Networks

Kaining Wang, Bo Yang, Yusheng Lei +5

Reconfigurable intelligent surfaces (RISs) have demonstrated an unparalleled ability to reconfigure wireless environments by dynamically controlling the phase, amplitude, and polar…

cs.NI2025

Cross-Problem Solving for Network Optimization: Is Problem-Aware Learning the Key?

Ruihuai Liang, Bo Yang, Pengyu Chen +4

As intelligent network services continue to diversify, ensuring efficient and adaptive resource allocation in edge networks has become increasingly critical. Yet the wide functiona…

eess.SP2025

Active Reconfigurable Intelligent Surfaces: Circuit Modeling and Reflection Amplification Optimization

Panagiotis Gavriilidis, Deepak Mishra, Besma Smida +3

Reconfigurable Intelligent Surfaces (RISs) constitute a promising emerging technology that enables wireless systems to control the propagation environment to enhance diverse commun…

cs.NI2025★ 3 cited

Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences

Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi +132

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…

cs.LG2025

Multi-task Domain Adaptation for Computation Offloading in Edge-intelligence Networks

Runxin Han, Bo Yang, Zhiwen Yu +3

In the field of multi-access edge computing (MEC), efficient computation offloading is crucial for improving resource utilization and reducing latency in dynamically changing envir…