Ruihuai Liang - RankMe

14 papers B 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-Problem Solving for Network Optimization: Is Problem-Aware Learning the Key? IEEE J. Sel. Areas Commun. Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, H. Vincent Poor, Chau Yuen
2026	J	`jnl`	Frontiers of Generative AI for Network Optimization: Theories, Limits, and Visions. IEEE Commun. Surv. Tutorials Bo Yang, Ruihuai Liang, Weixin Li, Han Wang, Xuelin Cao, Zhiwen Yu, Samson Lasaulce, Mérouane Debbah, Mohamed-Slim Alouini, H. Vincent Poor, Chau Yuen
2026	J	`jnl`	Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion. IEEE Trans. Cogn. Commun. Netw. Yifan Xue, Ruihuai Liang, Bo Yang, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Chau Yuen
2025	J	`jnl`	Cross-Problem Solving for Network Optimization: Is Problem-Aware Learning the Key? CoRR Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, H. Vincent Poor, Chau Yuen
2025	J	`jnl`	DiffSG: A Generative Solver for Network Optimization with Diffusion Model. IEEE Commun. Mag. Ruihuai Liang, Bo Yang, Zhiwen Yu, Bin Guo, Xuelin Cao, Mérouane Debbah, H. Vincent Poor, Chau Yuen
2025	J	`jnl`	Diffusion Models as Network Optimizers: Explorations and Analysis. IEEE Internet Things J. Ruihuai Liang, Bo Yang, Pengyu Chen, Xianjin Li, Yifan Xue, Zhiwen Yu, Xuelin Cao, Yan Zhang, Mérouane Debbah, H. Vincent Poor, Chau Yuen
2025	J	`jnl`	Frontiers of Generative AI for Network Optimization: Theories, Limits, and Visions. CoRR Bo Yang, Ruihuai Liang, Weixin Li, Han Wang, Xuelin Cao, Zhiwen Yu, Samson Lasaulce, Mérouane Debbah, Mohamed-Slim Alouini, H. Vincent Poor, Chau Yuen
2025	J	`jnl`	GDSG: Graph Diffusion-Based Solution Generator for Optimization Problems in MEC Networks. IEEE Trans. Mob. Comput. Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Dusit Niyato, H. Vincent Poor, Chau Yuen
2025	J	`jnl`	Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion. CoRR Yifan Xue, Ruihuai Liang, Bo Yang, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Chau Yuen
2024	J	`jnl`	DiffSG: A Generative Solver for Network Optimization with Diffusion Model. CoRR Ruihuai Liang, Bo Yang, Zhiwen Yu, Bin Guo, Xuelin Cao, Mérouane Debbah, H. Vincent Poor, Chau Yuen
2024	J	`jnl`	Diffusion Models as Network Optimizers: Explorations and Analysis. CoRR Ruihuai Liang, Bo Yang, Pengyu Chen, Xianjin Li, Yifan Xue, Zhiwen Yu, Xuelin Cao, Yan Zhang, Mérouane Debbah, H. Vincent Poor, Chau Yuen
2024	J	`jnl`	GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC Networks. CoRR Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Dusit Niyato, H. Vincent Poor, Chau Yuen
2023	B	`conf`	A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation Offloading. GLOBECOM Ruihuai Liang, Bo Yang, Zhiwen Yu, Xuelin Cao, Derrick Wing Kwan Ng, Chau Yuen
2023	J	`jnl`	A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation Offloading. CoRR Ruihuai Liang, Bo Yang, Zhiwen Yu, Xuelin Cao, Derrick Wing Kwan Ng, Chau Yuen