| Energy efficiency maximization in RIS-assisted SWIPT networks with RSMA: A PPO-based approach R Zhang, K Xiong, Y Lu, P Fan, DWK Ng, KB Letaief IEEE Journal on Selected Areas in Communications 41 (5), 1413-1430, 2023 | 105 | 2023 |
| Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization H Du*, R Zhang*, Y Liu, J Wang, Y Lin, Z Li, D Niyato, J Kang, Z Xiong, ... IEEE Communications Surveys & Tutorials, 2024 | 91* | 2024 |
| Joint coordinated beamforming and power splitting ratio optimization in MU-MISO SWIPT-enabled HetNets: A multi-agent DDQN-based approach R Zhang, K Xiong, Y Lu, B Gao, P Fan, KB Letaief IEEE Journal on Selected Areas in Communications 40 (2), 677-693, 2022 | 72 | 2022 |
| Exploring collaborative distributed diffusion-based AI-generated content (AIGC) in wireless networks H Du, R Zhang, D Niyato, J Kang, Z Xiong, DI Kim, X Shen, HV Poor Ieee network 38 (3), 178-186, 2023 | 71 | 2023 |
| Generative AI-enabled vehicular networks: Fundamentals, framework, and case study R Zhang, K Xiong, H Du, D Niyato, J Kang, X Shen, HV Poor IEEE Network, 2024 | 43 | 2024 |
| Q-learning-based adaptive power control in wireless RF energy harvesting heterogeneous networks R Zhang, K Xiong, W Guo, X Yang, P Fan, KB Letaief IEEE Systems Journal 15 (2), 1861-1872, 2020 | 30 | 2020 |
| Deep learning for energy efficient beamforming in MU-MISO networks: A GAT-based approach Y Li, Y Lu, R Zhang, B Ai, Z Zhong IEEE Wireless Communications Letters 12 (7), 1264-1268, 2023 | 26 | 2023 |
| An integrated method for multi-criteria decision-making based on the best-worst method and Dempster-Shafer evidence theory under double hierarchy hesitant fuzzy linguistic … R Zhang, Z Xu, X Gou Applied intelligence 51, 713-735, 2021 | 25 | 2021 |
| User-centric interactive AI for distributed diffusion model-based AI-generated content H Du, R Zhang, D Niyato, J Kang, Z Xiong, S Cui, X Shen, DI Kim arXiv preprint arXiv:2311.11094, 2023 | 20 | 2023 |
| Interactive AI with Retrieval-Augmented Generation for Next Generation Networking R Zhang, H Du, Y Liu, D Niyato, J Kang, S Sun, X Shen, HV Poor IEEE Network, 2024 | 17 | 2024 |
| Deep reinforcement learning for secrecy energy efficiency maximization in ris-assisted networks Y Zhang, Y Lu, R Zhang, B Ai, D Niyato IEEE Transactions on Vehicular Technology 72 (9), 12413-12418, 2023 | 16 | 2023 |
| Generative AI for Space-Air-Ground Integrated Networks R Zhang, H Du, D Niyato, J Kang, Z Xiong, A Jamalipour, P Zhang, DI Kim IEEE Wireless Communications, 2024 | 15* | 2024 |
| Inverse reinforcement learning meets power allocation in multi-user cellular networks R Zhang, K Xiong, X Tian, Y Lu, P Fan, KB Letaief IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops …, 2022 | 14 | 2022 |
| Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission R Zhang, H Du, Y Liu, D Niyato, J Kang, Z Xiong, A Jamalipour, DI Kim IEEE Journal on Selected Areas in Communications, 2024 | 12* | 2024 |
| SWIPT-enabled Cell-Free Massive MIMO-NOMA Networks: A Machine Learning-based Approach R Zhang, K Xiong, Y Lu, DWK Ng, P Fan, KB Letaief IEEE Transactions on Wireless Communications, 2023 | 12 | 2023 |
| 5G-Enabled electricity Internet of things: the network architecture and key technologies K Xiong, RC Zhang, R Wang, GD Zhong, Y Zhang Electric power 54 (3), 99-108, 2021 | 11 | 2021 |
| Sum rate maximization in muti-cell muti-user networks: An inverse reinforcement learning-based approach X Tian, K Xiong, R Zhang, P Fan, D Niyato, KB Letaief IEEE Wireless Communications Letters, 2023 | 6 | 2023 |
| STSM: spatio-temporal shift module for efficient action recognition Z Yang, G An, R Zhang Mathematics 10 (18), 3290, 2022 | 6 | 2022 |
| Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation Y Lu, Y Li, R Zhang, W Chen, B Ai, D Niyato arXiv preprint arXiv:2404.11858, 2024 | 4 | 2024 |
| SRI3D: Two‐stream inflated 3D ConvNet based on sparse regularization for action recognition Z Yang, G An, R Zhang, Z Zheng, Q Ruan IET Image Processing 17 (5), 1438-1448, 2023 | 4 | 2023 |
Dusit (Tao) NiyatoNanyang Technological University (NTU)Verified email at ntu.edu.sg
