Ziheng Liu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 25

Top Topics

Future Directions

Reinforcement Learning

Top Venues

Proc. VLDB Endow.

Publications

Yiyang Zhu, Enyu Shi, Ziheng Liu, Jiayi Zhang, Bo Ai
Multi-agent Reinforcement Learning-based Joint Precoding and Phase Shift Optimization for RIS-aided Cell-Free Massive MIMO Systems. CoRR (2024)
Ziheng Liu, Jiayi Zhang, Enyu Shi, Zhilong Liu, Dusit Niyato, Bo Ai, Xuemin Shen
Graph Neural Network Meets Multi-Agent Reinforcement Learning: Fundamentals, Applications, and Future Directions. CoRR (2024)
Yi Xu, Suyash Mahar, Ziheng Liu, Mingyao Shen, Steven Swanson
Position: CXL Shared Memory Programming: Barely Distributed and Almost Persistent. CoRR (2024)
Ziheng Liu, Jiayi Zhang, Zhilong Liu, Derrick Wing Kwan Ng, Bo Ai
Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO with Multi-Agent Reinforcement Learning. CoRR (2024)
Zhilong Liu, Jiayi Zhang, Ziheng Liu, Hongyang Du, Zhe Wang, Dusit Niyato, Mohsen Guizani, Bo Ai
Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions. IEEE Wirel. Commun. 31 (4) (2024)
Ziheng Liu, Jiayi Zhang, Zhilong Liu, Huahua Xiao, Bo Ai
Double-Layer Power Control for Mobile Cell-Free XL-MIMO With Multi-Agent Reinforcement Learning. IEEE Trans. Wirel. Commun. 23 (5) (2024)
Yan Kai, Ziheng Liu, Zenglong Zhao, Fanyi Meng
Switchable-coupled-inductor input-regulated Class-E converter at fixed 50%-duty-cycle 1-MHz switching signal. Microelectron. J. 149 (2024)
Anka He Chen, Ziheng Liu, Yin Yang, Cem Yuksel
Vertex Block Descent. CoRR (2024)
Zhilong Liu, Jiayi Zhang, Ziheng Liu, Hongyang Du, Zhe Wang, Dusit Niyato, Mohsen Guizani, Bo Ai
Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions. CoRR (2023)
Zhuonan Liang, Ziheng Liu, Huaze Shi, Yunlong Chen, Yanbin Cai, Hong Hong, Yating Liang, Yafan Feng, Yuqing Yang, Jing Zhang, Peng Fu
SPOC learner's final grade prediction based on a novel sampling batch normalization embedded deep neural network method. Multim. Tools Appl. 82 (7) (2023)
Jingfan Meng, Ziheng Liu, Yiwei Wang, Jun (Jim) Xu
RECIPE: Rateless Erasure Codes Induced by Protocol-Based Encoding. ISIT (2023)
Ziheng Liu, Jiayi Zhang, Zhilong Liu, Huahua Xiao, Bo Ai
Double-Layer Power Control for Mobile Cell-Free XL-MIMO with Multi-Agent Reinforcement Learning. CoRR (2023)
Ziheng Liu, Zhilong Liu, Jiayi Zhang, Huahua Xiao, Bo Ai, Derrick Wing Kwan Ng
Uplink Power Control for Extremely Large-Scale MIMO with Multi-Agent Reinforcement Learning and Fuzzy Logic. INFOCOM Workshops (2023)
Jingfan Meng, Ziheng Liu, Yiwei Wang, Jun Xu
RECIPE: Rateless Erasure Codes Induced by Protocol-Based Encoding. CoRR (2023)
Ziheng Liu, Zhilong Liu, Jiayi Zhang, Huahua Xiao, Bo Ai, Derrick Wing Kwan Ng
Uplink Power Control for Extremely Large-Scale MIMO with Multi-Agent Reinforcement Learning and Fuzzy Logic. CoRR (2023)
Boqin Qin, Tengfei Tu, Ziheng Liu, Tingting Yu, Linhai Song
Algorithmic Profiling for Real-World Complexity Problems. IEEE Trans. Software Eng. 48 (7) (2022)
Junyue Tang, Tian Yang, Xiren Chen, Ziheng Liu, Jiannan Li, Zhiheng Zhang, Junxiao Xiao, Cheng Chi, Shengyuan Jiang
A Novel Sample Manipulation Device (SMD) for Lunar Regolith Volatile In-Situ Exploration: Method and Validation. ROBIO (2022)
Ziheng Liu, Shihao Xia, Yu Liang, Linhai Song, Hong Hu
Who goes first? detecting go concurrency bugs via message reordering. ASPLOS (2022)
Ziheng Liu
Comparison of Feature Selection Methods on Arrhythmia Dataset. IPMV (2021)
Ziheng Liu, Rui Xia, Jianfei Yu
Comparative Opinion Quintuple Extraction from Product Reviews. EMNLP (1) (2021)
Ziheng Liu, Shuofei Zhu, Boqin Qin, Hao Chen, Linhai Song
Automatically detecting and fixing concurrency bugs in go software systems. ASPLOS (2021)
Zhuonan Liang, Ziheng Liu, Huaze Shi, Yunlong Chen, Yanbin Cai, Yating Liang, Yafan Feng, Yuqing Yang, Jing Zhang, Peng Fu
SPOC learner's final grade prediction based on a novel sampling batch normalization embedded neural network method. CoRR (2020)
Long Gong, Ziheng Liu, Liang Liu, Jun Xu, Mitsunori Ogihara, Tong Yang
Space- and Computationally-Efficient Set Reconciliation via Parity Bitmap Sketch (PBS). Proc. VLDB Endow. 14 (4) (2020)
Long Gong, Ziheng Liu, Liang Liu, Jun Xu, Mitsunori Ogihara, Tong Yang
Space- and Computationally-Efficient Set Reconciliation via Parity Bitmap Sketch (PBS). CoRR (2020)
Dagang Li, Rong Du, Ziheng Liu, Tong Yang, Bin Cui
Multi-copy Cuckoo Hashing. ICDE (2019)
Yihong Zhan, Yu Bai, Ziheng Liu
Virtual Team Governance: Addressing the Governance Mechanisms and Virtual Team Performance. I3E (2) (2007)
Ziheng Liu, Yu Bai, YouQing Wan
On the Potential of Web Services in Network Management. I3E (2) (2007)
Chengling Zhao, Ziheng Liu, Yanfeng Wang
On the Standardization of Semantic Web Services-based Network Monitoring Operations. I3E (2) (2007)