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2020 – today
- 2025
[j3]Ruihuai Liang, Bo Yang, Zhiwen Yu, Bin Guo, Xuelin Cao, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
DiffSG: A Generative Solver for Network Optimization with Diffusion Model. IEEE Commun. Mag. 63(6): 16-24 (2025)- [j2]Ruihuai Liang, Bo Yang
, Pengyu Chen, Xianjin Li, Yifan Xue, Zhiwen Yu, Xuelin Cao, Yan Zhang, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Diffusion Models as Network Optimizers: Explorations and Analysis. IEEE Internet Things J. 12(10): 13183-13193 (2025) - [j1]Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Dusit Niyato, H. Vincent Poor, Chau Yuen:
GDSG: Graph Diffusion-Based Solution Generator for Optimization Problems in MEC Networks. IEEE Trans. Mob. Comput. 24(10): 10264-10277 (2025) - [i7]Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, H. Vincent Poor, Chau Yuen:
Cross-Problem Solving for Network Optimization: Is Problem-Aware Learning the Key? CoRR abs/2505.05067 (2025) - [i6]Yifan Xue, Ruihuai Liang, Bo Yang, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Chau Yuen:
Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion. CoRR abs/2506.21933 (2025) - [i5]Bo Yang, Ruihuai Liang, Weixin Li, Han Wang, Xuelin Cao, Zhiwen Yu, Samson Lasaulce, Mérouane Debbah, Mohamed-Slim Alouini, H. Vincent Poor, Chau Yuen:
Frontiers of Generative AI for Network Optimization: Theories, Limits, and Visions. CoRR abs/2507.01773 (2025) - 2024
- [d1]Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
A Dataset for Multi-Server Multi-User Computation Offloading. IEEE DataPort, 2024
- [i4]Ruihuai Liang, Bo Yang, Zhiwen Yu, Bin Guo, Xuelin Cao, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
DiffSG: A Generative Solver for Network Optimization with Diffusion Model. CoRR abs/2408.06701 (2024) - [i3]Ruihuai Liang, Bo Yang, Pengyu Chen, Xianjin Li, Yifan Xue, Zhiwen Yu, Xuelin Cao, Yan Zhang, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Diffusion Models as Network Optimizers: Explorations and Analysis. CoRR abs/2411.00453 (2024) - [i2]Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Dusit Niyato, H. Vincent Poor, Chau Yuen:
GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC Networks. CoRR abs/2412.08296 (2024) - 2023
- [c1]Ruihuai Liang, Bo Yang, Zhiwen Yu, Xuelin Cao, Derrick Wing Kwan Ng, Chau Yuen:
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation Offloading. GLOBECOM 2023: 6079-6084 - [i1]Ruihuai Liang, Bo Yang, Zhiwen Yu, Xuelin Cao, Derrick Wing Kwan Ng, Chau Yuen:
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation Offloading. CoRR abs/2309.00907 (2023)
Coauthor Index
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