Enyu Shi

56 papers A* 1B 2Journal 46Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
DRL-Based Energy Harvesting for RIS-Assisted Cell-Free Massive MIMO Systems With Electromagnetic Interference.
IEEE Trans. Veh. Technol.
Shuxian Wen, Jiayi Zhang, Enyu Shi, Bo Ai
2026 J jnl
Energy-Efficient SIM-Assisted Communications: How Many Layers Do We Need?
IEEE Trans. Wirel. Commun.
Enyu Shi, Jiayi Zhang, Jiancheng An, Marco Di Renzo, Bo Ai, Chau Yuen
2026 J jnl
Joint Precoding and AP Selection for Energy-Efficient RIS-Aided Cell-Free Massive MIMO With Multi-Agent Reinforcement Learning.
IEEE Trans. Wirel. Commun.
Enyu Shi, Yiyang Zhu, Jiayi Zhang, Ziheng Liu, Chau Yuen, Derrick Wing Kwan Ng, Marco Di Renzo, Bo Ai
2026 J jnl
Low-Complexity Learning-Based Max-Min Fairness for SIM-Assisted MISO Communications.
IEEE Wirel. Commun. Lett.
Xiyu Wang, Enyu Shi, Jiakang Zheng, Jiayi Zhang
2026 J jnl
Low-Complexity Multi-Agent Continual Learning for Stacked Intelligent Metasurface-Assisted Secure Communications.
CoRR
Enyu Shi, Yiyang Zhu, Jiayi Zhang, Ziheng Liu, Jiakang Zheng, Jiancheng An, Derrick Wing Kwan Ng, Bo Ai, Chau Yuen
2026 J jnl
MaLAM4Com: Multi-Agent Cooperative Large AI Models for Wireless Communications.
IEEE J. Sel. Areas Commun.
Ziheng Liu, Jiayi Zhang, Yiyang Zhu, Enyu Shi, Bokai Xu, Dusit Niyato, Shi Jin, Bo Ai
2026 J jnl
SIM-Assisted Secure Mobile Communications via Enhanced Proximal Policy Optimization Algorithm.
IEEE Trans. Wirel. Commun.
Wenxuan Ma, Bin Lin, Hongyang Pan, Geng Sun, Enyu Shi, Jiancheng An, Chau Yuen
2026 J jnl
SIM-assisted Secure Mobile Communications via Enhanced Proximal Policy Optimization Algorithm.
CoRR
Wenxuan Ma, Bin Lin, Hongyang Pan, Geng Sun, Enyu Shi, Jiancheng An, Chau Yuen
2026 A* conf
Scaling Law for Large Wireless Models.
AAAI
Ziheng Liu, Jiayi Zhang, Haoyu Wang, Bokai Xu, Chen Zhang, Yiyang Zhu, Enyu Shi
2025 J jnl
Energy-Efficient RIS-Aided Cell-Free Massive MIMO Systems: Application, Opportunities, and Challenges.
IEEE Wirel. Commun.
Yu Lu, Jiayi Zhang, Enyu Shi, Peng Zhang, Derrick Wing Kwan Ng, Dusit Niyato, Bo Ai
2025 J jnl
Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need?
CoRR
Enyu Shi, Jiayi Zhang, Jiancheng An, Marco Di Renzo, Bo Ai, Chau Yuen
2025 — conf
Enhanced RSS Fingerprinting Localization with Reconfigurable Intelligent Surface.
ICC
Tianle Zhang, Jiayi Zhang, Enyu Shi, He Hu, Dan Fei, Bo Ai
2025 J jnl
Joint AP-UE Association and Precoding for SIM-Aided Cell-Free Massive MIMO Systems.
IEEE Trans. Wirel. Commun.
Enyu Shi, Jiayi Zhang, Jiancheng An, Guangyang Zhang, Ziheng Liu, Chau Yuen, Bo Ai
2025 J jnl
Joint Beamforming and Power Allocation Design for Stacked Intelligent Metasurfaces-Aided Cell-Free Massive MIMO Systems.
IEEE Trans. Veh. Technol.
Yating Hu, Jiayi Zhang, Enyu Shi, Yu Lu, Jiancheng An, Chau Yuen, Bo Ai
2025 J jnl
Joint Placement and Phase Shift Optimization for RIS-Assisted Systems With Electromagnetic Interference.
IEEE Wirel. Commun. Lett.
Shuxian Wen, Jiayi Zhang, Enyu Shi, Guowei Shi, Chau Yuen, Bo Ai
2025 J jnl
Joint Power Allocation and Phase Shift Design for Stacked Intelligent Metasurfaces-aided Cell-Free Massive MIMO Systems with MARL.
CoRR
Yiyang Zhu, Jiayi Zhang, Enyu Shi, Ziheng Liu, Chau Yuen, Bo Ai
2025 J jnl
Joint Precoding and Phase Shift Design for RIS-Aided Cell-Free Massive MIMO With Heterogeneous-Agent Trust Region Policy.
IEEE Trans. Veh. Technol.
Yiyang Zhu, Jiayi Zhang, Enyu Shi, Ziheng Liu, Chau Yuen, Dusit Niyato, Bo Ai
2025 J jnl
Mobile Cell-Free Massive MIMO With Multi-Agent Reinforcement Learning: A Scalable Framework.
IEEE Trans. Wirel. Commun.
Ziheng Liu, Jiayi Zhang, Yiyang Zhu, Enyu Shi, Bo Ai
2025 J jnl
Multi-Agent Reinforcement Learning in Wireless Distributed Networks for 6G.
CoRR
Jiayi Zhang, Ziheng Liu, Yiyang Zhu, Enyu Shi, Bokai Xu, Chau Yuen, Dusit Niyato, Mérouane Debbah, Shi Jin, Bo Ai, Xuemin Shen
2025 J jnl
Robust Multidimensional Graph Neural Networks for Signal Processing in Wireless Communications With Edge-Graph Information Bottleneck.
IEEE Trans. Signal Process.
Ziheng Liu, Jiayi Zhang, Yiyang Zhu, Enyu Shi, Bo Ai
2025 J jnl
Stacked Intelligent Metasurfaces for 6G Wireless Networks: Principles, Applications, and Research Directions.
CoRR
Enyu Shi, Jiayi Zhang, Zhilong Liu, Ziheng Liu, Arumugam Nallanathan, Mérouane Debbah, Shi Jin, Bo Ai
2025 J jnl
Uplink Performance of Stacked Intelligent Metasurface-Enhanced Cell-Free Massive MIMO Systems.
IEEE Trans. Wirel. Commun.
Enyu Shi, Jiayi Zhang, Yiyang Zhu, Jiancheng An, Chau Yuen, Bo Ai
2024 J jnl
Cooperative Multi-Target Positioning for Cell-Free Massive MIMO With Multi-Agent Reinforcement Learning.
IEEE Trans. Wirel. Commun.
Ziheng Liu, Jiayi Zhang, Enyu Shi, Yiyang Zhu, Derrick Wing Kwan Ng, Bo Ai
2024 J jnl
Cooperative Multi-Target Positioning for Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning.
CoRR
Ziheng Liu, Jiayi Zhang, Enyu Shi, Yiyang Zhu, Derrick Wing Kwan Ng, Bo Ai
2024 J jnl
Denoising Method of Vibration Signal for CNC Machine Tool Multi-Component Feed System Based on Joint Analysis Method.
IEEE Access
Jing Tian, Enyu Shi, Chengzhi Fang, Yushen Chen, Xiaoliang Lin, Xiaolei Deng, Xinhua Yao, Hongyao Shen
2024 — conf
Distributed Collaborative User Positioning for Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning.
SPAWC
Ziheng Liu, Jiayi Zhang, Enyu Shi, Yiyang Zhu, Derrick Wing Kwan Ng, Bo Ai
2024 J jnl
Distributed Collaborative User Positioning for Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning.
CoRR
Ziheng Liu, Jiayi Zhang, Enyu Shi, Yiyang Zhu, Derrick Wing Kwan Ng, Bo Ai
2024 J jnl
Graph Neural Network Meets Multi-Agent Reinforcement Learning: Fundamentals, Applications, and Future Directions.
CoRR
Ziheng Liu, Jiayi Zhang, Enyu Shi, Zhilong Liu, Dusit Niyato, Bo Ai, Xuemin Shen
2024 J jnl
Graph Neural Network Meets Multi-Agent Reinforcement Learning: Fundamentals, Applications, and Future Directions.
IEEE Wirel. Commun.
Ziheng Liu, Jiayi Zhang, Enyu Shi, Zhilong Liu, Dusit Niyato, Bo Ai, Xuemin Shen
2024 J jnl
Harnessing Stacked Intelligent Metasurface for Enhanced Cell-Free Massive MIMO Systems: A Low-Power and Cost Approach.
CoRR
Enyu Shi, Jiayi Zhang, Yiyang Zhu, Jiancheng An, Chau Yuen, Bo Ai
2024 J jnl
Joint AP-UE Association and Precoding for SIM-Aided Cell-Free Massive MIMO Systems.
CoRR
Enyu Shi, Jiayi Zhang, Jiancheng An, Guangyang Zhang, Ziheng Liu, Chau Yuen, Bo Ai
2024 — conf
Joint Beamforming and Phase Shift Design for RIS-Aided Cell-Free Massive MIMO Systems with Electromagnetic Interference and Imperfect CSI.
VTC Spring
Shuxian Wen, Enyu Shi, Yu Lu, Jiayi Zhang, Bo Ai
2024 J jnl
Joint Precoding and AP Selection for Energy Efficient RIS-aided Cell-Free Massive MIMO Using Multi-agent Reinforcement Learning.
CoRR
Enyu Shi, Jiayi Zhang, Ziheng Liu, Yiyang Zhu, Chau Yuen, Derrick Wing Kwan Ng, Marco Di Renzo, Bo Ai
2024 B conf
Joint SIM Configuration and Power Allocation for Stacked Intelligent Metasurface-assisted MU-MISO Systems with TD3.
GLOBECOM
Xiaolei Yang, Jiayi Zhang, Enyu Shi, Ziheng Liu, Jun Liu, Kang Zheng, Bo Ai
2024 J jnl
Mobile Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning: A Scalable Framework.
CoRR
Ziheng Liu, Jiayi Zhang, Yiyang Zhu, Enyu Shi, Bo Ai
2024 J jnl
Multi-Agent Reinforcement Learning-Based Joint Precoding and Phase Shift Optimization for RIS-Aided Cell-Free Massive MIMO Systems.
IEEE Trans. Veh. Technol.
Yiyang Zhu, Enyu Shi, Ziheng Liu, Jiayi Zhang, Bo Ai
2024 J jnl
Multi-agent Reinforcement Learning-based Joint Precoding and Phase Shift Optimization for RIS-aided Cell-Free Massive MIMO Systems.
CoRR
Yiyang Zhu, Enyu Shi, Ziheng Liu, Jiayi Zhang, Bo Ai
2024 — conf
Performance Analysis of RIS-Aided MISO Systems with EMI and Channel Aging.
VTC Spring
Taoyu Song, Enyu Shi, Yu Lu, Yiyang Zhu, Jiayi Zhang, Bo Ai
2024 J jnl
Performance Analysis of RIS-aided MISO Systems with EMI and Channel Aging.
CoRR
Taoyu Song, Enyu Shi, Yu Lu, Yiyang Zhu, Jiayi Zhang, Bo Ai
2024 J jnl
RIS-Aided Cell-Free Massive MIMO Systems With Channel Aging.
IEEE Trans. Veh. Technol.
Enyu Shi, Jiayi Zhang, Jiakang Zheng, Bo Ai, Derrick Wing Kwan Ng
2024 J jnl
RIS-Aided Cell-Free Massive MIMO Systems for 6G: Fundamentals, System Design, and Applications.
Proc. IEEE
Enyu Shi, Jiayi Zhang, Hongyang Du, Bo Ai, Chau Yuen, Dusit Niyato, Khaled B. Letaief, Xuemin Shen
2024 — conf
Uplink Performance and Beamforming Design of SIM-enhanced Cell-Free Massive MIMO Systems.
APWCS
Enyu Shi, Jiayi Zhang, Yiyang Zhu, Ziheng Liu, Jiancheng An, Chau Yuen, Bo Ai
2024 — conf
Uplink Performance of Stacked Intelligent Metasurface-enhanced Cell-Free Massive MIMO Systems.
WCSP
Enyu Shi, Jiayi Zhang, Yiyang Zhu, Bo Ai, Chau Yuen
2023 J jnl
Decentralized Coordinated Precoding Design in Cell-Free Massive MIMO Systems for URLLC.
IEEE Trans. Veh. Technol.
Enyu Shi, Jing Zhang, Jiayi Zhang, Derrick Wing Kwan Ng, Bo Ai
2023 J jnl
RIS-Aided Cell-Free Massive MIMO Systems for 6G: Fundamentals, System Design, and Applications.
CoRR
Enyu Shi, Jiayi Zhang, Hongyang Du, Bo Ai, Chau Yuen, Dusit Niyato, Khaled B. Letaief, Xuemin Shen
2023 J jnl
Uplink Performance of RIS-Aided Cell-Free Massive MIMO System With Electromagnetic Interference.
IEEE J. Sel. Areas Commun.
Enyu Shi, Jiayi Zhang, Derrick Wing Kwan Ng, Bo Ai
2023 J jnl
Uplink Performance of RIS-aided Cell-Free Massive MIMO System with Electromagnetic Interference.
CoRR
Enyu Shi, Jiayi Zhang, Derrick Wing Kwan Ng, Bo Ai
2022 J jnl
Decentralized Coordinated Precoding Design in Cell-Free Massive MIMO Systems for URLLC.
CoRR
Enyu Shi, Jing Zhang, Jiayi Zhang, Derrick Wing Kwan Ng, Bo Ai
2022 J jnl
Spatially Correlated RIS-Aided CF Massive MIMO Systems With Generalized MR Combining.
IEEE Trans. Veh. Technol.
Enyu Shi, Jiayi Zhang, Ying Du, Zhiqin Wang, Bo Ai, Derrick Wing Kwan Ng
2022 J jnl
Spatially Correlated Reconfigurable Intelligent Surfaces-Aided Cell-Free Massive MIMO Systems.
IEEE Trans. Veh. Technol.
Enyu Shi, Jiayi Zhang, Ruisi He, Huiying Jiao, Zhiqin Wang, Bo Ai, Derrick Wing Kwan Ng
2022 — conf
Uplink Performance of High-Mobility Cell-Free Massive MIMO-OFDM Systems.
ICC
Jiakang Zheng, Jiayi Zhang, Enyu Shi, Jing Jiang, Bo Ai
2022 J jnl
Uplink Performance of High-Mobility Cell-Free Massive MIMO-OFDM Systems.
CoRR
Jiakang Zheng, Jiayi Zhang, Enyu Shi, Jing Jiang, Bo Ai
2022 B conf
Uplink Performance of RIS-aided Cell-Free Massive MIMO System Over Spatially Correlated Channels.
GLOBECOM
Enyu Shi, Jiayi Zhang, Zhe Wang, Derrick Wing Kwan Ng, Bo Ai
2022 J jnl
Uplink Performance of RIS-aided Cell-Free Massive MIMO System Over Spatially Correlated Channels.
CoRR
Enyu Shi, Jiayi Zhang, Zhe Wang, Derrick Wing Kwan Ng, Bo Ai
2022 J jnl
Wireless Energy Transfer in RIS-Aided Cell-Free Massive MIMO Systems: Opportunities and Challenges.
IEEE Commun. Mag.
Enyu Shi, Jiayi Zhang, Shuaifei Chen, Jiakang Zheng, Yan Zhang, Derrick Wing Kwan Ng, Bo Ai
2022 J jnl
Wireless Energy Transfer in RIS-Aided Cell-Free Massive MIMO Systems: Opportunities and Challenges.
CoRR
Enyu Shi, Jiayi Zhang, Shuaifei Chen, Jiakang Zheng, Yan Zhang, Derrick Wing Kwan Ng, Bo Ai