Get started
Author

Ziheng Liu

Graph Neural Network Meets Multi-Agent Reinforcement Learning: Fundamentals, Applications, and Future Directions
2024 · Ziheng Liu, Jiayi Zhang, et al. · IEEE Wireless Communications · 94
PDF
Joint AP-UE Association and Precoding for SIM-Aided Cell-Free Massive MIMO Systems
2025 · Enyu Shi, Jiayi Zhang, et al. · IEEE Transactions on Wireless Communications · 81
PDF
Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions
2024 · Zhilong Liu, Jiayi Zhang, et al. · IEEE Wireless Communications · 71
PDF
Multi-Agent Reinforcement Learning-Based Joint Precoding and Phase Shift Optimization for RIS-Aided Cell-Free Massive MIMO Systems
2024 · Yiyang Zhu, Enyu Shi, et al. · IEEE Transactions on Vehicular Technology · 46
PDF
Double-Layer Power Control for Mobile Cell-Free XL-MIMO With Multi-Agent Reinforcement Learning
2023 · Ziheng Liu, Jiayi Zhang, et al. · IEEE Transactions on Wireless Communications · 37
PDF
Experimental Study on Shared Bike Use Behavior under Bounded Rational Theory and Credit Supervision Mechanism
2018 · Yao Yao, Linwei Liu, et al. · Sustainability · 27
PDF
Mobile Cell-Free Massive MIMO With Multi-Agent Reinforcement Learning: A Scalable Framework
2024 · Ziheng Liu, Jiayi Zhang, et al. · IEEE Transactions on Wireless Communications · 26
PDF
Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO With Multi-Agent Reinforcement Learning
2024 · Ziheng Liu, Jiayi Zhang, et al. · IEEE Transactions on Communications · 24
PDF
Channel Estimation for Rydberg Atomic Receivers
2025 · Bokai Xu, Jiayi Zhang, et al. · IEEE Wireless Communications Letters · 23
PDF
Heterogeneous Integration: A Promising Technology to Future Integrated Power Conversion Electronics
2021 · Fanyi Meng, Chenfei Wang, et al. · IEEE Power Electronics Magazine · 18
Multi-Agent Reinforcement Learning in Wireless Distributed Networks for 6G
2025 · Zhang, Jiayi, Liu, Ziheng, et al. · arXiv (Cornell University) · 17
PDF
Joint SIM Configuration and Power Allocation for Stacked Intelligent Metasurface-assisted MU-MISO Systems with TD3
2024 · Xiaolei Yang, Jiayi Zhang, et al. · Globecom · 14
PDF
Joint Precoding and Phase Shift Design for RIS-Aided Cell-Free Massive MIMO With Heterogeneous-Agent Trust Region Policy
2024 · Yiyang Zhu, Jiayi Zhang, et al. · IEEE Transactions on Vehicular Technology · 11
Robust Multidimensional Graph Neural Networks for Signal Processing in Wireless Communications With Edge-Graph Information Bottleneck
2025 · Ziheng Liu, Jiayi Zhang, et al. · IEEE Transactions on Signal Processing · 9
PDF
Cooperative Multi-Target Positioning for Cell-Free Massive MIMO With Multi-Agent Reinforcement Learning
2024 · Ziheng Liu, Jiayi Zhang, et al. · IEEE Transactions on Wireless Communications · 9
PDF
Uplink Power Control for Extremely Large-Scale MIMO with Multi-Agent Reinforcement Learning and Fuzzy Logic
2023 · Ziheng Liu, Zhilong Liu, et al. · IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · 9
PDF
Research on integrated inventory transportation optimization of inbound logistics via a VMI-TPL model of an existing enterprise
2023 · Kun Zhang, Hanping Hou, et al. · Mathematical Biosciences & Engineering · 9
PDF
Emotional and Directional Enabled Programmable Flexible Haptic Interface for Enhanced Cognition in Disabled Community
2025 · Yuhan Liu, Liuyang Han, et al. · Research · 8
Stacked Intelligent Metasurfaces for 6G Wireless Networks: Principles, Applications, and Research Directions
2026 · Enyu Shi, Jiayi Zhang, et al. · IEEE Wireless Communications · 7
PDF
First Demonstration of Spaceborne SAR Terrain Matching Curved Imaging With LJ2-01 Satellite
2024 · Yan Wang, Xuan Wang, et al. · IEEE Transactions on Geoscience and Remote Sensing · 6
Joint Precoding and AP Selection for Energy-Efficient RIS-Aided Cell-Free Massive MIMO With Multi-Agent Reinforcement Learning
2026 · Enyu Shi, Yiyang Zhu, et al. · IEEE Transactions on Wireless Communications · 5
PDF
Antenna Selection of Cell-Free XL-MIMO Systems with Multi-Agent Reinforcement Learning
2023 · Zhilong Liu, Ziheng Liu, et al. · International Conference on Ubiquitous Communication (Ucom) · 5
Uplink Performance and Beamforming Design of SIM-enhanced Cell-Free Massive MIMO Systems
2024 · Enyu Shi, Jiayi Zhang, et al. · IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS) · 4
White-Box AI Model: Next Frontier of Wireless Communications
2025 · Yang, Jiayao, Zhang, Jiayi, et al. · arXiv (Cornell University) · 3
PDF
Distributed Collaborative User Positioning for Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning
2024 · Ziheng Liu, Jiayi Zhang, et al. · IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) · 3
PDF
Works count: 45
Citation count: 581
H-index: 12
I10-index: 13
Year
Topic
Type