A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation Offloading. - Ruihuai Liang; Bo Yang 035; Zhiwen Yu 001; Xuelin Cao; Derrick Wing Kwan Ng; Chau Yuen (GLOBECOM, 2023)

GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC Networks. - Ruihuai Liang; Bo Yang 035; Pengyu Chen; Xuelin Cao; Zhiwen Yu 001; Mérouane Debbah; Dusit Niyato; H. Vincent Poor; Chau Yuen (CoRR, 2024)

A Dataset for Multi-Server Multi-User Computation Offloading. - Ruihuai Liang; Bo Yang 035; Pengyu Chen; Xuelin Cao; Zhiwen Yu 001; Mérouane Debbah; H. Vincent Poor; Chau Yuen (IEEE DataPort, 2024)

Diffusion Models as Network Optimizers: Explorations and Analysis. - Ruihuai Liang; Bo Yang 035; Pengyu Chen; Xianjin Li; Yifan Xue; Zhiwen Yu 001; Xuelin Cao; Yan Zhang 002; Mérouane Debbah; H. Vincent Poor; Chau Yuen (IEEE Internet Things J., 2025)

Cross-Problem Solving for Network Optimization: Is Problem-Aware Learning the Key? - Ruihuai Liang; Bo Yang 035; Pengyu Chen; Xuelin Cao; Zhiwen Yu 001; H. Vincent Poor; Chau Yuen (CoRR, 2025)

DiffSG: A Generative Solver for Network Optimization with Diffusion Model. - Ruihuai Liang; Bo Yang 035; Zhiwen Yu 001; Bin Guo 001; Xuelin Cao; Mérouane Debbah; H. Vincent Poor; Chau Yuen (IEEE Commun. Mag., 2025)

Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion. - Yifan Xue; Ruihuai Liang; Bo Yang 035; Xuelin Cao; Zhiwen Yu 001; Mérouane Debbah; Chau Yuen (CoRR, 2025)

Frontiers of Generative AI for Network Optimization: Theories, Limits, and Visions. - Bo Yang 035; Ruihuai Liang; Weixin Li; Han Wang; Xuelin Cao; Zhiwen Yu 001; Samson Lasaulce; Mérouane Debbah; Mohamed-Slim Alouini; H. Vincent Poor; Chau Yuen (CoRR, 2025)