Zhiyang Liu

According to our database, Zhiyang Liu authored at least 61 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Road Pothole Detection Based on Crowdsourced Data and Extended Mask R-CNN.

Linchao Li, Jiazhen Liu, Jiabao Xing, Zhiyang Liu, Kai Lin, Bowen Du

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

Robust Intelligent Monitoring and Measurement System toward Downhole Dynamic Liquid Level.

Zhiyang Liu, Qi Fan, Jianjian Liu, Luoyu Zhou, Zhengbing Zhang

Sensors, June, 2024

Adaptive Pattern-Coupled Sparse Bayesian Learning for Channel Estimation in OTFS Systems.

Zhuo Chen, Xiaoming Niu, Jian Ding, Hong Wu, Zhiyang Liu

IEEE Signal Process. Lett., 2024

Burst-Mode Digital Signal Processing for Coherent Optical Time-Division Multiple Access.

Ji Zhou, Cheng Li, Haide Wang, Zhiyang Liu, Weiping Liu, Changyuan Yu

CoRR, 2024

Quasi-Distribution Appraisal Based on Piecewise Bézier Curves: An Objective Evaluation Method about Finite Element Analysis.

Runkai Wen, Yukun Chai, Lingxin Wang, Ruochen Du, Xingtian Long, Zhiyang Liu, Peng Wu, Yiduo Wang

CoRR, 2024

DexGrasp-Diffusion: Diffusion-based Unified Functional Grasp Synthesis Pipeline for Multi-Dexterous Robotic Hands.

Zhengshen Zhang, Lei Zhou, Chenchen Liu, Zhiyang Liu, Chengran Yuan, Sheng Guo, Ruiteng Zhao, Marcelo H. Ang Jr., Francis E. H. Tay

CoRR, 2024

Preamble Design and Burst-Mode DSP for Upstream Reception of 200G Coherent TDM-PON.

Haide Wang, Ji Zhou, Jinyang Yang, Zhiyang Liu, Cheng Li, Weiping Liu, Changyuan Yu

CoRR, 2024

A Dual-Feedback Adaptive Clone Selection Algorithm With Golden Sine Search for Parameter Identification of Photovoltaic Models.

Weiwei Zhang, Jiaxin Yang, Qishan He, Zhiyang Liu, Junting Wang, Zhi Rao, Meng Li, Xiaoqiu Yu, Weizheng Zhang

IEEE Access, 2024

PEGG-Net: Pixel-Wise Efficient Grasp Generation in Complex Scenes.

Haozhe Wang, Zhiyang Liu, Lei Zhou, Huan Yin, Marcelo H. Ang

Proceedings of the IEEE International Conference on Cybernetics and Intelligent Systems, 2024

Rate-flexible hybrid constellation shaping for polar-coded 32QAM in FSO systems.

Xiaoyu Liu, Zhiyang Liu, Shilin Xiao, Weiying Yang, Weisheng Hu

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

You Only Scan Once: A Dynamic Scene Reconstruction Pipeline for 6-DoF Robotic Grasping of Novel Objects.

Lei Zhou, Haozhe Wang, Zhengshen Zhang, Zhiyang Liu, Francis E. H. Tay, Marcelo H. Ang

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

Timing synchronization based on Radon-Wigner transform of chirp signals for OTFS systems.

Xue Geng, Zhuo Chen, Haixiao Yang, Zhiyang Liu, Hong Wu

Phys. Commun., October, 2023

Delay Minimization in RIS-Assisted URLLC Systems under Reliability Constraints.

Xiaoyang Song, Yingxin Zhao, Wannan Zhao, Hong Wu, Zhiyang Liu

Entropy, June, 2023

An Efficient FPGA-Based Accelerator for Swin Transformer.

Zhiyang Liu, Pengyu Yin, Zhenhua Ren

CoRR, 2023

The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT.

Nicholas Heller, Fabian Isensee, Dasha Trofimova, Resha Tejpaul, Zhongchen Zhao, Huai Chen, Lisheng Wang, Alex Golts, Daniel Khapun, Daniel Shats, Yoel Shoshan, Flora Gilboa-Solomon, Yasmeen George, Xi Yang, Jianpeng Zhang, Jing Zhang, Yong Xia, Mengran Wu, Zhiyang Liu, Edward Walczak, Seán McSweeney, Ranveer Vasdev, Chris Hornung, Rafat Solaiman, Jamee Schoephoerster, Bailey Abernathy, David Wu, Safa Abdulkadir, Ben Byun, Justice Spriggs, Griffin Struyk, Alexandra Austin, Ben Simpson, Michael Hagström, Sierra Virnig, John French, Nitin Venkatesh, Sarah Chan, Keenan Moore, Anna Jacobsen, Susan Austin, Mark Austin, Subodh Regmi, Nikolaos Papanikolopoulos, Christopher Weight

CoRR, 2023

Learning-Free Grasping of Unknown Objects Using Hidden Superquadrics.

Yuwei Wu, Weixiao Liu, Zhiyang Liu, Gregory S. Chirikjian

Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

DR-Pose: A Two-Stage Deformation-and-Registration Pipeline for Category-Level 6D Object Pose Estimation.

Lei Zhou, Zhiyang Liu, Runze Gan, Haozhe Wang, Marcelo H. Ang

IROS, 2023

Robust Regulation of Oxygen Excess Ratio and Cathode Pressure for PEMFC Air Supply Systems with Centrifugal Compressor.

Lingfeng Wang, Lei Wang, Zhiyang Liu, Hongye Su

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

2022

Machine Learning Models for Slope Stability Classification of Circular Mode Failure: An Updated Database and Automated Machine Learning (AutoML) Approach.

Junwei Ma, Sheng Jiang, Zhiyang Liu, Zhiyuan Ren, Dongze Lei, Chunhai Tan, Haixiang Guo

Sensors, 2022

Scientometric Analysis of Artificial Intelligence (AI) for Geohazard Research.

Sheng Jiang, Junwei Ma, Zhiyang Liu, Haixiang Guo

Sensors, 2022

FISS: A Trajectory Planning Framework Using Fast Iterative Search and Sampling Strategy for Autonomous Driving.

Shuo Sun, Zhiyang Liu, Huan Yin, Marcelo H. Ang

IEEE Robotics Autom. Lett., 2022

Combine unlabeled with labeled MR images to measure acute ischemic stroke lesion by stepwise learning.

Bin Zhao, Zhiyang Liu, Guohua Liu, Mengran Wu, Chen Cao, Song Jin, Hong Wu, Shuxue Ding

IET Image Process., 2022

A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction.

Junwei Ma, Ding Xia, Yankun Wang, Xiaoxu Niu, Sheng Jiang, Zhiyang Liu, Haixiang Guo

Eng. Appl. Artif. Intell., 2022

GET-DIPP: Graph-Embedded Transformer for Differentiable Integrated Prediction and Planning.

Jiawei Sun, Chengran Yuan, Shuo Sun, Zhiyang Liu, Terence Goh, Anthony Wong, Keng Peng Tee, Marcelo H. Ang Jr.

CoRR, 2022

Brain gray matter nuclei segmentation on quantitative susceptibility mapping using dual-branch convolutional neural network.

Chao Chai, Pengchong Qiao, Bin Zhao, Huiying Wang, Guohua Liu, Hong Wu, Wen Shen, Chen Cao, Xinchen Ye, Zhiyang Liu, Shuang Xia

Artif. Intell. Medicine, 2022

BACO: A Bi-Ant-Colony-Based Strategy for UAV Trajectory Planning with Obstacle Avoidance.

Zhiyang Liu, Ximin Yang, Wan Tang, Xiao Zhang, Zhen Yang

Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Detection of Personal Protective Equipment in Factories: A Survey and Benchmark Dataset.

Zhiyang Liu, Thomas Weise, Zhize Wu

Proceedings of the Intelligent Computing Methodologies - 18th International Conference, 2022

Transmission Line Information Extraction from Images Collected by UAV based on Generative Adversarial Networks.

Zhiyang Liu, Hangxuan Song, Mingyu Xu, Yuanting Hu, Wenbo Hao, Zhi Song

Proceedings of the 7th International Conference on Cyber Security and Information Engineering, 2022

Autonomous Research Platform for Cleaning Operations in Mixed Indoor & Outdoor Environments.

Shuo Sun, Tangyike Zhang, Zhihai Xiang, Yuhang Han, Dongen Li, Jianghao Li, Zhiyang Liu, Marcelo H. Ang

Proceedings of the 17th International Conference on Control, 2022

Research on Reactive Power Optimization and Voltage Control of Power Grid based on Gravity Energy Storage Technology.

Hangxuan Song, Zhiyang Liu, Xiaoguang Chen, Sheng Liu, Meilun Zhang, Hang Lu

Proceedings of the International Conference on Computers, 2022

2021

Robust Object Tracking Algorithm for Autonomous Vehicles in Complex Scenes.

Jingwei Cao, Chuanxue Song, Shixin Song, Feng Xiao, Xu Zhang, Zhiyang Liu, Marcelo H. Ang

Remote. Sens., 2021

Automatic Acute Ischemic Stroke Lesion Segmentation Using Semi-supervised Learning.

Bin Zhao, Shuxue Ding, Hong Wu, Guohua Liu, Chen Cao, Song Jin, Zhiyang Liu

Int. J. Comput. Intell. Syst., 2021

Deep Learning-Based Acute Ischemic Stroke Lesion Segmentation Method on Multimodal MR Images Using a Few Fully Labeled Subjects.

Bin Zhao, Zhiyang Liu, Guohua Liu, Chen Cao, Song Jin, Hong Wu, Shuxue Ding

Comput. Math. Methods Medicine, 2021

Blind Deblurring Based on a Single Luminance Channel and L1-Norm.

Luoyu Zhou, Zhiyang Liu

IEEE Access, 2021

Less is More: Contrast Attention Assisted U-Net for Kidney, Tumor and Cyst Segmentations.

Mengran Wu, Zhiyang Liu

Proceedings of the Kidney and Kidney Tumor Segmentation - MICCAI 2021 Challenge, 2021

2020

Negentropy-Based Sparsity-Promoting Reconstruction with Fast Iterative Solution from Noisy Measurements.

Yingxin Zhao, Yingjie Huang, Hong Wu, Ming Zhang, Zhiyang Liu, Shuxue Ding

Sensors, 2020

A BeiDou Signal Acquisition Approach Using Variable Length Data Accumulation Based on Signal Delay and Multiplication.

Menghuan Yang, Hong Wu, Qiqi Wang, Yingxin Zhao, Zhiyang Liu

Sensors, 2020

A dynamic scalable segmented model of PEM fuel cell systems with two-phase water flow.

Jian Chen, Lianghui Huang, Chizhou Yan, Zhiyang Liu

Math. Comput. Simul., 2020

THz wireless communication system based on wavelet transform.

Yingxin Zhao, Yingjie Huang, Hong Wu, Yuting Zhang, Xiyan Xu, Menghuan Yang, Zhiyang Liu, Shuxue Ding

Int. J. Commun. Syst., 2020

Automated Segmentation of Brain Gray Matter Nuclei on Quantitative Susceptibility Mapping Using Deep Convolutional Neural Network.

Chao Chai, Pengchong Qiao, Bin Zhao, Huiying Wang, Guohua Liu, Hong Wu, E. Mark Haacke, Wen Shen, Chen Cao, Xinchen Ye, Zhiyang Liu, Shuang Xia

CoRR, 2020

Viscosity characterization of confined bitumen considering microaggregate-bitumen interactions.

Zejiao Dong, Zhiyang Liu, Chen Yang, Xiangbing Gong

Comput. Aided Civ. Infrastructure Eng., 2020

Self-Adaptive Over-the-Air RF Self-Interference Cancellation based on Signal-of-Interest Driven Regular Triangle Algorithm.

Lizhuo Zheng, Zhiyang Liu, Shilin Xiao, Zhiyi Zhang, Qidi Liu, Mable P. Fok

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

2019

Rate Performance Analysis of User-Centric C-RAN with Orthogonal Multiple Access.

Zhiyang Liu, Yingxin Zhao, Hong Wu

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

2018

Optimal Oxygen Excess Ratio Control for PEM Fuel Cells.

Jian Chen, Zhiyang Liu, Fan Wang, Quan Ouyang, Hongye Su

IEEE Trans. Control. Syst. Technol., 2018

Network Intrusion Detection Method Based on PCA and Bayes Algorithm.

Bing Zhang, Zhiyang Liu, Yanguo Jia, Jiadong Ren, Xiaolin Zhao

Secur. Commun. Networks, 2018

FPGA implementation of adaptive time delay estimation for real-time near-field electromagnetic ranging.

Peng Wang, Xiaotong Zhang, Zhiyang Liu, Liyuan Xu, Jie He, Jinwu Xu

Int. J. Circuit Theory Appl., 2018

Group Sparse Precoding for Cloud-RAN with Multiple User Antennas.

Zhiyang Liu, Yingxin Zhao, Hong Wu, Shuxue Ding

Entropy, 2018

Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network.

Zhiyang Liu, Chen Cao, Shuxue Ding, Tong Han, Hong Wu, Sheng Liu

CoRR, 2018

Resource block filtered-OFDM as a multi-carrier transmission scheme for 5G.

Yingxin Zhao, Xiuying Hao, Zhiyang Liu, Hong Wu, Shuxue Ding

Comput. Electr. Eng., 2018

Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multi-Spectral MR Image Using Convolutional Neural Network.

Zhiyang Liu, Chen Cao, Shuxue Ding, Zhiang Liu, Tong Han, Sheng Liu

IEEE Access, 2018

2017

On the Scaling Behavior of the Average Rate Performance of Large-Scale Distributed MIMO Systems.

Zhiyang Liu

IEEE Trans. Veh. Technol., 2017

Real-Time Adaptive Control of a Fuel Cell/Battery Hybrid Power System With Guaranteed Stability.

Chengshuai Wu, Jian Chen, Chenfeng Xu, Zhiyang Liu

IEEE Trans. Control. Syst. Technol., 2017

Pricing and service decision of dual-channel operations in an O2O closed-loop supply chain.

Lingcheng Kong, Zhiyang Liu, Yafei Pan, Jiaping Xie, Guang Yang

Ind. Manag. Data Syst., 2017

Sparse Coding Algorithm with Negentropy and Weighted <i>ℓ</i>₁-Norm for Signal Reconstruction.

Yingxin Zhao, Zhiyang Liu, Yuanyuan Wang, Hong Wu, Shuxue Ding

Entropy, 2017

Group Sparse Precoding for Cloud-RAN with Multiple User Antennas.

Zhiyang Liu, Hong Wu, Yingxin Zhao

CoRR, 2017

2016

Adaptive control strategy of a fuel cell/battery hybrid power system.

Chengshuai Wu, Jian Chen, Chenfeng Xu, Zhiyang Liu

Proceedings of the 2016 American Control Conference, 2016

2015

On the Scaling Behavior of Average Ergodic Capacity of Distributed MIMO Systems.

Zhiyang Liu, Lin Dai

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

A Comparative Study of Downlink MIMO Cellular Networks With Co-Located and Distributed Base-Station Antennas.

Zhiyang Liu, Lin Dai

IEEE Trans. Wirel. Commun., 2014

A Comparative Study of Downlink MIMO Cellular Networks with Co-located and Distributed Base-Station Antennas.

Zhiyang Liu, Lin Dai

CoRR, 2014

2013

Asymptotic capacity analysis of downlink MIMO systems with co-located and distributed antennas.

Zhiyang Liu, Lin Dai

Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

2012

Asymptotic Per-User Rate Analysis of Downlink MIMO Cellular Networks with Linear Precoding.

Zhiyang Liu, Lin Dai

IEEE Trans. Wirel. Commun., 2012