activity
20232026
most citedDiffusion Models as Network Optimizers: Explorations and Analysis

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

collaborators
Showing 2025Show all

10 papers · 1 filter

cs.NI2025

3D Gaussian Radiation Field Modeling for Integrated RIS-FAS Systems: Analysis and Optimization

Kaining Wang, Bo Yang, Yusheng Lei +7

The integration of reconfigurable intelligent surfaces (RIS) and fluid antenna systems (FAS) has attracted considerable attention due to its tremendous potential in enhancing wirel…

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.RO2025

Cooperative Target Detection with AUVs: A Dual-Timescale Hierarchical MARDL Approach

Zhang Xueyao, Yang Bo, Yu Zhiwen +4

Autonomous Underwater Vehicles (AUVs) have shown great potential for cooperative detection and reconnaissance. However, collaborative AUV communications introduce risks of exposure…

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…

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

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…

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…