Ruihuai Liang

According to our database, Ruihuai Liang authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Bo Yang, Ruihuai Liang, Weixin Li, Han Wang, Xuelin Cao, Zhiwen Yu, Samson Lasaulce, Mérouane Debbah, Mohamed-Slim Alouini, H. Vincent Poor, Chau Yuen

CoRR, July, 2025

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

Yifan Xue, Ruihuai Liang, Bo Yang, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Chau Yuen

CoRR, June, 2025

DiffSG: A Generative Solver for Network Optimization with Diffusion Model.

Ruihuai Liang, Bo Yang, Zhiwen Yu, Bin Guo, Xuelin Cao, Mérouane Debbah, H. Vincent Poor, Chau Yuen

IEEE Commun. Mag., June, 2025

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

Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, H. Vincent Poor, Chau Yuen

CoRR, May, 2025

Diffusion Models as Network Optimizers: Explorations and Analysis.

Ruihuai Liang, Bo Yang, Pengyu Chen, Xianjin Li, Yifan Xue, Zhiwen Yu, Xuelin Cao, Yan Zhang, Mérouane Debbah, H. Vincent Poor, Chau Yuen

IEEE Internet Things J., 2025

2024

A Dataset for Multi-Server Multi-User Computation Offloading.

Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, H. Vincent Poor, Chau Yuen

Dataset, December, 2024

GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC Networks.

Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Dusit Niyato, H. Vincent Poor, Chau Yuen

CoRR, 2024

2023

A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation Offloading.

Ruihuai Liang, Bo Yang, Zhiwen Yu, Xuelin Cao, Derrick Wing Kwan Ng, Chau Yuen

Proceedings of the IEEE Global Communications Conference, 2023