Ziheng Liu

According to our database, Ziheng Liu authored at least 35 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2025

Joint Precoding and Phase Shift Design for RIS-Aided Cell-Free Massive MIMO With Heterogeneous-Agent Trust Region Policy.

Yiyang Zhu, Jiayi Zhang, Enyu Shi, Ziheng Liu, Chau Yuen, Dusit Niyato, Bo Ai

IEEE Trans. Veh. Technol., January, 2025

2024

Graph Neural Network Meets Multi-Agent Reinforcement Learning: Fundamentals, Applications, and Future Directions.

Ziheng Liu, Jiayi Zhang, Enyu Shi, Zhilong Liu, Dusit Niyato, Bo Ai, Xuemin Shen

IEEE Wirel. Commun., December, 2024

Cooperative Multi-Target Positioning for Cell-Free Massive MIMO With Multi-Agent Reinforcement Learning.

Ziheng Liu, Jiayi Zhang, Enyu Shi, Yiyang Zhu, Derrick Wing Kwan Ng, Bo Ai

IEEE Trans. Wirel. Commun., December, 2024

Long-Term Demand Prediction for Public Bicycle Sharing System: A Spatio-Temporal Attentional Graph Convolution Networks Approach.

Ziheng Liu, Hideomi Gokon, Yoshihide Sekimoto

IEEE Trans. Intell. Transp. Syst., December, 2024

Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO With Multi-Agent Reinforcement Learning.

Ziheng Liu, Jiayi Zhang, Zhilong Liu, Derrick Wing Kwan Ng, Bo Ai

IEEE Trans. Commun., December, 2024

Multi-Agent Reinforcement Learning-Based Joint Precoding and Phase Shift Optimization for RIS-Aided Cell-Free Massive MIMO Systems.

Yiyang Zhu, Enyu Shi, Ziheng Liu, Jiayi Zhang, Bo Ai

IEEE Trans. Veh. Technol., September, 2024

SPNet: Dual-Branch Network with Spatial Supplementary Information for Building and Water Segmentation of Remote Sensing Images.

Wenyu Zhao, Min Xia, Liguo Weng, Kai Hu, Haifeng Lin, Youke Zhang, Ziheng Liu

Remote. Sens., September, 2024

Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions.

Zhilong Liu, Jiayi Zhang, Ziheng Liu, Hongyang Du, Zhe Wang, Dusit Niyato, Mohsen Guizani, Bo Ai

IEEE Wirel. Commun., August, 2024

Vertex Block Descent.

Anka He Chen, Ziheng Liu, Yin Yang, Cem Yuksel

ACM Trans. Graph., July, 2024

Double-Layer Power Control for Mobile Cell-Free XL-MIMO With Multi-Agent Reinforcement Learning.

Ziheng Liu, Jiayi Zhang, Zhilong Liu, Huahua Xiao, Bo Ai

IEEE Trans. Wirel. Commun., May, 2024

First Demonstration of Spaceborne SAR Terrain Matching Curved Imaging With LJ2-01 Satellite.

Yan Wang, Xuan Wang, Hanwei Sun, Ke Chen, Qingjun Zhang, Qingrui Guo, Ziheng Liu, Yong Zhao, Heli Gao, Bingyi Li, Dehua He, Guo Zhang, Zegang Ding, Tao Zeng

IEEE Trans. Geosci. Remote. Sens., 2024

Switchable-coupled-inductor input-regulated Class-E converter at fixed 50%-duty-cycle 1-MHz switching signal.

Yan Kai, Ziheng Liu, Zenglong Zhao, Fanyi Meng

Microelectron. J., 2024

Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning.

Dengming Zhang, Weitao You, Ziheng Liu, Lingyun Sun, Pei Chen

CoRR, 2024

Mobile Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning: A Scalable Framework.

Ziheng Liu, Jiayi Zhang, Yiyang Zhu, Enyu Shi, Bo Ai

CoRR, 2024

Joint Precoding and AP Selection for Energy Efficient RIS-aided Cell-Free Massive MIMO Using Multi-agent Reinforcement Learning.

Enyu Shi, Jiayi Zhang, Ziheng Liu, Yiyang Zhu, Chau Yuen, Derrick Wing Kwan Ng, Marco Di Renzo, Bo Ai

CoRR, 2024

Joint AP-UE Association and Precoding for SIM-Aided Cell-Free Massive MIMO Systems.

Enyu Shi, Jiayi Zhang, Jiancheng An, Guangyang Zhang, Ziheng Liu, Chau Yuen, Bo Ai

CoRR, 2024

Position: CXL Shared Memory Programming: Barely Distributed and Almost Persistent.

Yi Xu, Suyash Mahar, Ziheng Liu, Mingyao Shen, Steven Swanson

CoRR, 2024

Distributed Collaborative User Positioning for Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning.

Ziheng Liu, Jiayi Zhang, Enyu Shi, Yiyang Zhu, Derrick Wing Kwan Ng, Bo Ai

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

TSO-DETR: A Network for Small Object Detection of Cervical Cells in TCT Smear.

Xin Chen, Lin Yi, Li Liu, Di Lv, Ziheng Liu, Ran Liu

Proceedings of the International Joint Conference on Neural Networks, 2024

Uplink Performance and Beamforming Design of SIM-enhanced Cell-Free Massive MIMO Systems.

Enyu Shi, Jiayi Zhang, Yiyang Zhu, Ziheng Liu, Jiancheng An, Chau Yuen, Bo Ai

Proceedings of the IEEE VTS Asia Pacific Wireless Communications Symposium, 2024

2023

SPOC learner's final grade prediction based on a novel sampling batch normalization embedded deep neural network method.

Zhuonan Liang, Ziheng Liu, Huaze Shi, Yunlong Chen, Yanbin Cai, Hong Hong, Yating Liang, Yafan Feng, Yuqing Yang, Jing Zhang, Peng Fu

Multim. Tools Appl., March, 2023

RECIPE: Rateless Erasure Codes Induced by Protocol-Based Encoding.

Jingfan Meng, Ziheng Liu, Yiwei Wang, Jun (Jim) Xu

Proceedings of the IEEE International Symposium on Information Theory, 2023

Uplink Power Control for Extremely Large-Scale MIMO with Multi-Agent Reinforcement Learning and Fuzzy Logic.

Ziheng Liu, Zhilong Liu, Jiayi Zhang, Huahua Xiao, Bo Ai, Derrick Wing Kwan Ng

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Algorithmic Profiling for Real-World Complexity Problems.

Boqin Qin, Tengfei Tu, Ziheng Liu, Tingting Yu, Linhai Song

IEEE Trans. Software Eng., 2022

A Novel Sample Manipulation Device (SMD) for Lunar Regolith Volatile In-Situ Exploration: Method and Validation.

Junyue Tang, Tian Yang, Xiren Chen, Ziheng Liu, Jiannan Li, Zhiheng Zhang, Junxiao Xiao, Cheng Chi, Shengyuan Jiang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022

Who goes first? detecting go concurrency bugs via message reordering.

Ziheng Liu, Shihao Xia, Yu Liang, Linhai Song, Hong Hu

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Comparison of Feature Selection Methods on Arrhythmia Dataset.

Ziheng Liu

Proceedings of the IPMV 2021: 3rd International Conference on Image Processing and Machine Vision, Hong Kong, SAR, China, May 22, 2021

Comparative Opinion Quintuple Extraction from Product Reviews.

Ziheng Liu, Rui Xia, Jianfei Yu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Automatically detecting and fixing concurrency bugs in go software systems.

Ziheng Liu, Shuofei Zhu, Boqin Qin, Hao Chen, Linhai Song

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020

Space- and Computationally-Efficient Set Reconciliation via Parity Bitmap Sketch (PBS).

Long Gong, Ziheng Liu, Liang Liu, Jun Xu, Mitsunori Ogihara, Tong Yang

Proc. VLDB Endow., 2020

SPOC learner's final grade prediction based on a novel sampling batch normalization embedded neural network method.

Zhuonan Liang, Ziheng Liu, Huaze Shi, Yunlong Chen, Yanbin Cai, Yating Liang, Yafan Feng, Yuqing Yang, Jing Zhang, Peng Fu

CoRR, 2020

2019

Multi-copy Cuckoo Hashing.

Dagang Li, Rong Du, Ziheng Liu, Tong Yang, Bin Cui

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2007

On the Standardization of Semantic Web Services-based Network Monitoring Operations.

Chengling Zhao, Ziheng Liu, Yanfeng Wang

Proceedings of the Integration and Innovation Orient to E-Society, 2007

Virtual Team Governance: Addressing the Governance Mechanisms and Virtual Team Performance.

Yihong Zhan, Yu Bai, Ziheng Liu

Proceedings of the Integration and Innovation Orient to E-Society, 2007

On the Potential of Web Services in Network Management.

Ziheng Liu, Yu Bai, YouQing Wan

Proceedings of the Integration and Innovation Orient to E-Society, 2007