Ziheng Liu

77 papers A* 5B 4C 2Journal 56Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Asynchronous Distributed Beamforming for Beyond-Diagonal RIS-Aided Movable Antenna Systems.
IEEE Trans. Wirel. Commun.
Bokai Xu, Jiayi Zhang, Ziheng Liu, Zhe Wang, Bo Ai, Derrick Wing Kwan Ng
2026 J jnl
Integrated recovery of air cargo transportation under various abnormal scenarios.
Eur. J. Oper. Res.
Tianwei Zhou, Pengcheng He, Weibin Dai, Ziheng Liu, Changlong Gao, Yumiao Huang, Huan Chen, Yankun Geng, Ben Niu
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 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
SF Express Revolutionizes Its Operations Planning Strategy Using Operations Research.
INFORMS J. Appl. Anal.
Yixiao Huang, Ziheng Liu, Huan Chen, Yankun Geng, Fei Gao, Yiwen Liao, Jiaxin Lin, Kai Zhang, Guangyuan Zhu, Zhenmeng Wang, Qichang Chen, Xiangtan Lv, Junhao Shi, Yaomei Pi, Shengyang Jia, Bingying Zhang, Mengting Lin, Shuxian Tang, Song Feng, Hao Xiang, Jiarui Zhang, Canxin Lin, Yufeng Chu, Zhijie Wang, Rui Huang, Yizhi Wang
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
A Self-Packaged Flyback Converter With an Embedded Magnetic Core Toroidal Transformer in a Multilayer PCB.
IEEE Trans. Ind. Electron.
Zenglong Zhao, Fanyi Meng, Ziheng Liu, Kaixue Ma, Kiat Seng Yeo
2025 J jnl
Channel Estimation for Rydberg Atomic Receivers.
CoRR
Bokai Xu, Jiayi Zhang, Zhongtao Chen, Bingyang Cheng, Ziheng Liu, Yik-Chung Wu, Bo Ai
2025 J jnl
Channel Estimation for Rydberg Atomic Receivers.
IEEE Wirel. Commun. Lett.
Bokai Xu, Jiayi Zhang, Zhongtao Chen, Bingyang Cheng, Ziheng Liu, Yik-Chung Wu, Bo Ai
2025 C conf
Design and Analysis of GaN Based Isolated Double-Step-Down Converter for High-Step-Down Application.
ISCAS
Hongjie Peng, Ziheng Liu, Ju Gao, Jiayin He, Xin Wang, Jinyan Wang
2025 J jnl
Dual-Band Multi-Resonant Class-E Inverter With Load-Independent CC/CV Output.
IEEE Trans. Circuits Syst. I Regul. Pap.
Ziheng Liu, Ju Gao, Jiayin He, Hongjie Peng, Jinyan Wang, Fanyi Meng
2025 J jnl
High-performance CPU Cloth Simulation Using Domain-decomposed Projective Dynamics.
ACM Trans. Graph.
Zixuan Lu, Ziheng Liu, Lei Lan, Huamin Wang, Yuko Ishiwaka, Chenfanfu Jiang, Kui Wu, Yin Yang
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 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 Power Control and Precoding for Cell-Free Massive MIMO Systems With Sparse Multi-Dimensional Graph Neural Networks.
CoRR
Yukun Ma, Jiayi Zhang, Ziheng Liu, Guowei Shi, Bo Ai
2025 J jnl
Joint Power Control and Precoding for Cell-Free Massive MIMO Systems With Sparse Multi-Dimensional Graph Neural Networks.
IEEE Trans. Veh. Technol.
Yukun Ma, Jiayi Zhang, Ziheng Liu, Guowei Shi, 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
Offset Geometric Contact.
ACM Trans. Graph.
Anka He Chen, Jerry Hsu, Ziheng Liu, Miles Macklin, Yin Yang, Cem Yuksel
2025 J jnl
Package Dashboard: A Cross-Ecosystem Framework for Dual-Perspective Analysis of Software Packages.
CoRR
Ziheng Liu, Runzhi He, Minghui Zhou
2025 A* conf
Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning.
AAAI
Dengming Zhang, Weitao You, Ziheng Liu, Lingyun Sun, Pei Chen
2025 J jnl
Pipeline Parallelism is All You Need for Optimized Early-Exit Based Self-Speculative Decoding.
CoRR
Ruanjun Li, Ziheng Liu, Yuanming Shi, Jiawei Shao, Chi Zhang, Xuelong Li
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 — conf
Urban Knowledge Graph-Enhanced Explainable Recommendation Approach for Destination Choice.
SIGSPATIAL/GIS
Ziheng Liu, Yanbo Pang, Yoshihide Sekimoto
2025 J jnl
VIGOR+: Iterative Confounder Generation and Validation via LLM-CEVAE Feedback Loop.
CoRR
Jiawei Zhu, Ziheng Liu
2025 J jnl
White-Box AI Model: Next Frontier of Wireless Communications.
CoRR
Jiayao Yang, Jiayi Zhang, Bokai Xu, Jiakang Zheng, Zhilong Liu, Ziheng Liu, Dusit Niyato, Mérouane Debbah, Zhu Han, Bo Ai
2024 B conf
A Preliminary Study on Dynamic Urban Knowledge Graph Construction using Heterogeneous Spatio-temporal Data.
IEEE Big Data
Ziheng Liu, Yanbo Pang, Yoshihide Sekimoto
2024 J jnl
Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions.
IEEE Wirel. Commun.
Zhilong Liu, Jiayi Zhang, Ziheng Liu, Hongyang Du, Zhe Wang, Dusit Niyato, Mohsen Guizani, 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 — 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
Double-Layer Power Control for Mobile Cell-Free XL-MIMO With Multi-Agent Reinforcement Learning.
IEEE Trans. Wirel. Commun.
Ziheng Liu, Jiayi Zhang, Zhilong Liu, Huahua Xiao, Bo Ai
2024 J jnl
First Demonstration of Spaceborne SAR Terrain Matching Curved Imaging With LJ2-01 Satellite.
IEEE Trans. Geosci. Remote. Sens.
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
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
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 J jnl
Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO With Multi-Agent Reinforcement Learning.
IEEE Trans. Commun.
Ziheng Liu, Jiayi Zhang, Zhilong Liu, Derrick Wing Kwan Ng, Bo Ai
2024 J jnl
Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO with Multi-Agent Reinforcement Learning.
CoRR
Ziheng Liu, Jiayi Zhang, Zhilong Liu, Derrick Wing Kwan Ng, 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
Long-Term Demand Prediction for Public Bicycle Sharing System: A Spatio-Temporal Attentional Graph Convolution Networks Approach.
IEEE Trans. Intell. Transp. Syst.
Ziheng Liu, Hideomi Gokon, Yoshihide Sekimoto
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 C conf
Parallel Assembly Sequence Planning Based on Sparrow Search Algorithms.
ISPA
Haichen He, Weibin Liu, Yinan Zhang, Shasha Song, Yue Cheng, Ziheng Liu, Weiwei Xing
2024 J jnl
Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning.
CoRR
Dengming Zhang, Weitao You, Ziheng Liu, Lingyun Sun, Pei Chen
2024 J jnl
Position: CXL Shared Memory Programming: Barely Distributed and Almost Persistent.
CoRR
Yi Xu, Suyash Mahar, Ziheng Liu, Mingyao Shen, Steven Swanson
2024 J jnl
SPNet: Dual-Branch Network with Spatial Supplementary Information for Building and Water Segmentation of Remote Sensing Images.
Remote. Sens.
Wenyu Zhao, Min Xia, Liguo Weng, Kai Hu, Haifeng Lin, Youke Zhang, Ziheng Liu
2024 J jnl
Switchable-coupled-inductor input-regulated Class-E converter at fixed 50%-duty-cycle 1-MHz switching signal.
Microelectron. J.
Yan Kai, Ziheng Liu, Zenglong Zhao, Fanyi Meng
2024 B conf
TSO-DETR: A Network for Small Object Detection of Cervical Cells in TCT Smear.
IJCNN
Xin Chen, Lin Yi, Li Liu, Di Lv, Ziheng Liu, Ran Liu
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 J jnl
Vertex Block Descent.
CoRR
Anka He Chen, Ziheng Liu, Yin Yang, Cem Yuksel
2024 J jnl
Vertex Block Descent.
ACM Trans. Graph.
Anka He Chen, Ziheng Liu, Yin Yang, Cem Yuksel
2023 J jnl
Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions.
CoRR
Zhilong Liu, Jiayi Zhang, Ziheng Liu, Hongyang Du, Zhe Wang, Dusit Niyato, Mohsen Guizani, Bo Ai
2023 J jnl
Double-Layer Power Control for Mobile Cell-Free XL-MIMO with Multi-Agent Reinforcement Learning.
CoRR
Ziheng Liu, Jiayi Zhang, Zhilong Liu, Huahua Xiao, Bo Ai
2023 B conf
RECIPE: Rateless Erasure Codes Induced by Protocol-Based Encoding.
ISIT
Jingfan Meng, Ziheng Liu, Yiwei Wang, Jun (Jim) Xu
2023 J jnl
RECIPE: Rateless Erasure Codes Induced by Protocol-Based Encoding.
CoRR
Jingfan Meng, Ziheng Liu, Yiwei Wang, Jun Xu
2023 J jnl
SPOC learner's final grade prediction based on a novel sampling batch normalization embedded deep neural network method.
Multim. Tools Appl.
Zhuonan Liang, Ziheng Liu, Huaze Shi, Yunlong Chen, Yanbin Cai, Hong Hong, Yating Liang, Yafan Feng, Yuqing Yang, Jing Zhang, Peng Fu
2023 — conf
Uplink Power Control for Extremely Large-Scale MIMO with Multi-Agent Reinforcement Learning and Fuzzy Logic.
INFOCOM Workshops
Ziheng Liu, Zhilong Liu, Jiayi Zhang, Huahua Xiao, Bo Ai, Derrick Wing Kwan Ng
2023 J jnl
Uplink Power Control for Extremely Large-Scale MIMO with Multi-Agent Reinforcement Learning and Fuzzy Logic.
CoRR
Ziheng Liu, Zhilong Liu, Jiayi Zhang, Huahua Xiao, Bo Ai, Derrick Wing Kwan Ng
2022 — conf
A Novel Sample Manipulation Device (SMD) for Lunar Regolith Volatile In-Situ Exploration: Method and Validation.
ROBIO
Junyue Tang, Tian Yang, Xiren Chen, Ziheng Liu, Jiannan Li, Zhiheng Zhang, Junxiao Xiao, Cheng Chi, Shengyuan Jiang
2022 J jnl
Algorithmic Profiling for Real-World Complexity Problems.
IEEE Trans. Software Eng.
Boqin Qin, Tengfei Tu, Ziheng Liu, Tingting Yu, Linhai Song
2022 A* conf
Who goes first? detecting go concurrency bugs via message reordering.
ASPLOS
Ziheng Liu, Shihao Xia, Yu Liang, Linhai Song, Hong Hu
2021 A* conf
Automatically detecting and fixing concurrency bugs in go software systems.
ASPLOS
Ziheng Liu, Shuofei Zhu, Boqin Qin, Hao Chen, Linhai Song
2021 — conf
Comparative Opinion Quintuple Extraction from Product Reviews.
EMNLP (1)
Ziheng Liu, Rui Xia, Jianfei Yu
2021 — conf
Comparison of Feature Selection Methods on Arrhythmia Dataset.
IPMV
Ziheng Liu
2020 J jnl
SPOC learner's final grade prediction based on a novel sampling batch normalization embedded neural network method.
CoRR
Zhuonan Liang, Ziheng Liu, Huaze Shi, Yunlong Chen, Yanbin Cai, Yating Liang, Yafan Feng, Yuqing Yang, Jing Zhang, Peng Fu
2020 J jnl
Space- and Computationally-Efficient Set Reconciliation via Parity Bitmap Sketch (PBS).
CoRR
Long Gong, Ziheng Liu, Liang Liu, Jun Xu, Mitsunori Ogihara, Tong Yang
2020 J jnl
Space- and Computationally-Efficient Set Reconciliation via Parity Bitmap Sketch (PBS).
Proc. VLDB Endow.
Long Gong, Ziheng Liu, Liang Liu, Jun Xu, Mitsunori Ogihara, Tong Yang
2019 A* conf
Multi-copy Cuckoo Hashing.
ICDE
Dagang Li, Rong Du, Ziheng Liu, Tong Yang, Bin Cui
2007 — conf
On the Potential of Web Services in Network Management.
I3E (2)
Ziheng Liu, Yu Bai, YouQing Wan
2007 — conf
On the Standardization of Semantic Web Services-based Network Monitoring Operations.
I3E (2)
Chengling Zhao, Ziheng Liu, Yanfeng Wang
2007 — conf
Virtual Team Governance: Addressing the Governance Mechanisms and Virtual Team Performance.
I3E (2)
Yihong Zhan, Yu Bai, Ziheng Liu