Zhiyang Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 56

Top Topics

Lesion Segmentation

Convolutional Neural Network

Top Venues

Publications

Xiaoyu Liu, Zhiyang Liu, Shilin Xiao, Weiying Yang, Weisheng Hu
Rate-flexible hybrid constellation shaping for polar-coded 32QAM in FSO systems. OFC (2024)
Zhengshen Zhang, Lei Zhou, Chenchen Liu, Zhiyang Liu, Chengran Yuan, Sheng Guo, Ruiteng Zhao, Marcelo H. Ang Jr., Francis E. H. Tay
DexGrasp-Diffusion: Diffusion-based Unified Functional Grasp Synthesis Pipeline for Multi-Dexterous Robotic Hands. CoRR (2024)
Weiwei Zhang, Jiaxin Yang, Qishan He, Zhiyang Liu, Junting Wang, Zhi Rao, Meng Li, Xiaoqiu Yu, Weizheng Zhang
A Dual-Feedback Adaptive Clone Selection Algorithm With Golden Sine Search for Parameter Identification of Photovoltaic Models. IEEE Access 12 (2024)
Lei Zhou, Haozhe Wang, Zhengshen Zhang, Zhiyang Liu, Francis E. H. Tay, Marcelo H. Ang
You Only Scan Once: A Dynamic Scene Reconstruction Pipeline for 6-DoF Robotic Grasping of Novel Objects. ICRA (2024)
Haide Wang, Ji Zhou, Jinyang Yang, Zhiyang Liu, Cheng Li, Weiping Liu, Changyuan Yu
Preamble Design and Burst-Mode DSP for Upstream Reception of 200G Coherent TDM-PON. CoRR (2024)
Zhiyang Liu, Qi Fan, Jianjian Liu, Luoyu Zhou, Zhengbing Zhang
Robust Intelligent Monitoring and Measurement System toward Downhole Dynamic Liquid Level. Sensors 24 (11) (2024)
Lei Zhou, Haozhe Wang, Zhengshen Zhang, Zhiyang Liu, Francis Eng Hock Tay, Marcelo H. Ang Jr.
You Only Scan Once: A Dynamic Scene Reconstruction Pipeline for 6-DoF Robotic Grasping of Novel Objects. CoRR (2024)
Xue Geng, Zhuo Chen, Haixiao Yang, Zhiyang Liu, Hong Wu
Timing synchronization based on Radon-Wigner transform of chirp signals for OTFS systems. Phys. Commun. 60 (2023)
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
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT. CoRR (2023)
Yuwei Wu, Weixiao Liu, Zhiyang Liu, Gregory S. Chirikjian
Learning-Free Grasping of Unknown Objects Using Hidden Superquadrics. CoRR (2023)
Xiaoyang Song, Yingxin Zhao, Wannan Zhao, Hong Wu, Zhiyang Liu
Delay Minimization in RIS-Assisted URLLC Systems under Reliability Constraints. Entropy 25 (6) (2023)
Lei Zhou, Zhiyang Liu, Runze Gan, Haozhe Wang, Marcelo H. Ang Jr.
DR-Pose: A Two-stage Deformation-and-Registration Pipeline for Category-level 6D Object Pose Estimation. CoRR (2023)
Yuwei Wu, Weixiao Liu, Zhiyang Liu, Gregory S. Chirikjian
Learning-Free Grasping of Unknown Objects Using Hidden Superquadrics. Robotics: Science and Systems (2023)
Zhiyang Liu, Pengyu Yin, Zhenhua Ren
An Efficient FPGA-Based Accelerator for Swin Transformer. CoRR (2023)
Lingfeng Wang, Lei Wang, Zhiyang Liu, Hongye Su
Robust Regulation of Oxygen Excess Ratio and Cathode Pressure for PEMFC Air Supply Systems with Centrifugal Compressor. IECON (2023)
Lei Zhou, Zhiyang Liu, Runze Gan, Haozhe Wang, Marcelo H. Ang
DR-Pose: A Two-Stage Deformation-and-Registration Pipeline for Category-Level 6D Object Pose Estimation. IROS (2023)
Zhiyang Liu, Thomas Weise, Zhize Wu
Detection of Personal Protective Equipment in Factories: A Survey and Benchmark Dataset. ICIC (3) (2022)
Sheng Jiang, Junwei Ma, Zhiyang Liu, Haixiang Guo
Scientometric Analysis of Artificial Intelligence (AI) for Geohazard Research. Sensors 22 (20) (2022)
Shuo Sun, Zhiyang Liu, Huan Yin, Marcelo H. Ang
FISS: A Trajectory Planning Framework Using Fast Iterative Search and Sampling Strategy for Autonomous Driving. IEEE Robotics Autom. Lett. 7 (4) (2022)
Jiawei Sun, Chengran Yuan, Shuo Sun, Zhiyang Liu, Terence Goh, Anthony Wong, Keng Peng Tee, Marcelo H. Ang Jr.
GET-DIPP: Graph-Embedded Transformer for Differentiable Integrated Prediction and Planning. CoRR (2022)
Bin Zhao, Zhiyang Liu, Guohua Liu, Mengran Wu, Chen Cao, Song Jin, Hong Wu, Shuxue Ding
Combine unlabeled with labeled MR images to measure acute ischemic stroke lesion by stepwise learning. IET Image Process. 16 (14) (2022)
Junwei Ma, Ding Xia, Yankun Wang, Xiaoxu Niu, Sheng Jiang, Zhiyang Liu, Haixiang Guo
A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction. Eng. Appl. Artif. Intell. 114 (2022)
Chao Chai, Pengchong Qiao, Bin Zhao, Huiying Wang, Guohua Liu, Hong Wu, Wen Shen, Chen Cao, Xinchen Ye, Zhiyang Liu, Shuang Xia
Brain gray matter nuclei segmentation on quantitative susceptibility mapping using dual-branch convolutional neural network. Artif. Intell. Medicine 125 (2022)
Zhiyang Liu, Ximin Yang, Wan Tang, Xiao Zhang, Zhen Yang
BACO: A Bi-Ant-Colony-Based Strategy for UAV Trajectory Planning with Obstacle Avoidance. MSN (2022)
Hangxuan Song, Zhiyang Liu, Xiaoguang Chen, Sheng Liu, Meilun Zhang, Hang Lu
Research on Reactive Power Optimization and Voltage Control of Power Grid based on Gravity Energy Storage Technology. CIPAE (2022)
Junwei Ma, Sheng Jiang, Zhiyang Liu, Zhiyuan Ren, Dongze Lei, Chunhai Tan, Haixiang Guo
Machine Learning Models for Slope Stability Classification of Circular Mode Failure: An Updated Database and Automated Machine Learning (AutoML) Approach. Sensors 22 (23) (2022)
Zhiyang Liu, Hangxuan Song, Mingyu Xu, Yuanting Hu, Wenbo Hao, Zhi Song
Transmission Line Information Extraction from Images Collected by UAV based on Generative Adversarial Networks. ICCSIE (2022)
Shuo Sun, Tangyike Zhang, Zhihai Xiang, Yuhang Han, Dongen Li, Jianghao Li, Zhiyang Liu, Marcelo H. Ang
Autonomous Research Platform for Cleaning Operations in Mixed Indoor & Outdoor Environments. ICARCV (2022)
Zhiyang Liu, Haozhe Wang, Lei Zhou, Huan Yin, Marcelo H. Ang Jr.
PEGG-Net: Background Agnostic Pixel-Wise Efficient Grasp Generation Under Closed-Loop Conditions. CoRR (2022)
Jingwei Cao, Chuanxue Song, Shixin Song, Feng Xiao, Xu Zhang, Zhiyang Liu, Marcelo H. Ang
Robust Object Tracking Algorithm for Autonomous Vehicles in Complex Scenes. Remote. Sens. 13 (16) (2021)
Luoyu Zhou, Zhiyang Liu
Blind Deblurring Based on a Single Luminance Channel and L1-Norm. IEEE Access 9 (2021)
Bin Zhao, Zhiyang Liu, Guohua Liu, Chen Cao, Song Jin, Hong Wu, Shuxue Ding
Deep Learning-Based Acute Ischemic Stroke Lesion Segmentation Method on Multimodal MR Images Using a Few Fully Labeled Subjects. Comput. Math. Methods Medicine 2021 (2021)
Mengran Wu, Zhiyang Liu
Less is More: Contrast Attention Assisted U-Net for Kidney, Tumor and Cyst Segmentations. KiTS@MICCAI (2021)
Bin Zhao, Shuxue Ding, Hong Wu, Guohua Liu, Chen Cao, Song Jin, Zhiyang Liu
Automatic Acute Ischemic Stroke Lesion Segmentation Using Semi-supervised Learning. Int. J. Comput. Intell. Syst. 14 (1) (2021)
Yingxin Zhao, Yingjie Huang, Hong Wu, Yuting Zhang, Xiyan Xu, Menghuan Yang, Zhiyang Liu, Shuxue Ding
THz wireless communication system based on wavelet transform. Int. J. Commun. Syst. 33 (14) (2020)
Yingxin Zhao, Yingjie Huang, Hong Wu, Ming Zhang, Zhiyang Liu, Shuxue Ding
Negentropy-Based Sparsity-Promoting Reconstruction with Fast Iterative Solution from Noisy Measurements. Sensors 20 (18) (2020)
Zejiao Dong, Zhiyang Liu, Chen Yang, Xiangbing Gong
Viscosity characterization of confined bitumen considering microaggregate-bitumen interactions. Comput. Aided Civ. Infrastructure Eng. 35 (11) (2020)
Menghuan Yang, Hong Wu, Qiqi Wang, Yingxin Zhao, Zhiyang Liu
A BeiDou Signal Acquisition Approach Using Variable Length Data Accumulation Based on Signal Delay and Multiplication. Sensors 20 (5) (2020)
Lizhuo Zheng, Zhiyang Liu, Shilin Xiao, Zhiyi Zhang, Qidi Liu, Mable P. Fok
Self-Adaptive Over-the-Air RF Self-Interference Cancellation based on Signal-of-Interest Driven Regular Triangle Algorithm. OFC (2020)
Jian Chen, Lianghui Huang, Chizhou Yan, Zhiyang Liu
A dynamic scalable segmented model of PEM fuel cell systems with two-phase water flow. Math. Comput. Simul. 167 (2020)
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
Automated Segmentation of Brain Gray Matter Nuclei on Quantitative Susceptibility Mapping Using Deep Convolutional Neural Network. CoRR (2020)
Zhiyang Liu, Yingxin Zhao, Hong Wu
Rate Performance Analysis of User-Centric C-RAN with Orthogonal Multiple Access. WCNC (2019)
Bin Zhao, Hong Wu, Guohua Liu, Chen Cao, Song Jin, Zhiyang Liu, Shuxue Ding
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning. CoRR (2019)
Zhiyang Liu, Yingxin Zhao, Hong Wu, Shuxue Ding
Group Sparse Precoding for Cloud-RAN with Multiple User Antennas. Entropy 20 (2) (2018)
Zhiyang Liu, Chen Cao, Shuxue Ding, Zhiang Liu, Tong Han, Sheng Liu
Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multi-Spectral MR Image Using Convolutional Neural Network. IEEE Access 6 (2018)
Bing Zhang, Zhiyang Liu, Yanguo Jia, Jiadong Ren, Xiaolin Zhao
Network Intrusion Detection Method Based on PCA and Bayes Algorithm. Secur. Commun. Networks 2018 (2018)
Zhiyang Liu, Chen Cao, Shuxue Ding, Tong Han, Hong Wu, Sheng Liu
Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network. CoRR (2018)
Peng Wang, Xiaotong Zhang, Zhiyang Liu, Liyuan Xu, Jie He, Jinwu Xu
FPGA implementation of adaptive time delay estimation for real-time near-field electromagnetic ranging. Int. J. Circuit Theory Appl. 46 (11) (2018)
Jian Chen, Zhiyang Liu, Fan Wang, Quan Ouyang, Hongye Su
Optimal Oxygen Excess Ratio Control for PEM Fuel Cells. IEEE Trans. Control. Syst. Technol. 26 (5) (2018)
Yingxin Zhao, Xiuying Hao, Zhiyang Liu, Hong Wu, Shuxue Ding
Resource block filtered-OFDM as a multi-carrier transmission scheme for 5G. Comput. Electr. Eng. 72 (2018)
Yingxin Zhao, Zhiyang Liu, Yuanyuan Wang, Hong Wu, Shuxue Ding
-Norm for Signal Reconstruction. Entropy 19 (11) (2017)
Zhiyang Liu, Hong Wu, Yingxin Zhao
Group Sparse Precoding for Cloud-RAN with Multiple User Antennas. CoRR (2017)
Zhiyang Liu
On the Scaling Behavior of the Average Rate Performance of Large-Scale Distributed MIMO Systems. IEEE Trans. Veh. Technol. 66 (5) (2017)
Chengshuai Wu, Jian Chen, Chenfeng Xu, Zhiyang Liu
Real-Time Adaptive Control of a Fuel Cell/Battery Hybrid Power System With Guaranteed Stability. IEEE Trans. Control. Syst. Technol. 25 (4) (2017)
Lingcheng Kong, Zhiyang Liu, Yafei Pan, Jiaping Xie, Guang Yang
Pricing and service decision of dual-channel operations in an O2O closed-loop supply chain. Ind. Manag. Data Syst. 117 (8) (2017)
Chengshuai Wu, Jian Chen, Chenfeng Xu, Zhiyang Liu
Adaptive control strategy of a fuel cell/battery hybrid power system. ACC (2016)
Zhiyang Liu, Lin Dai
On the Scaling Behavior of Average Ergodic Capacity of Distributed MIMO Systems. GLOBECOM (2015)
Zhiyang Liu, Lin Dai
A Comparative Study of Downlink MIMO Cellular Networks With Co-Located and Distributed Base-Station Antennas. IEEE Trans. Wirel. Commun. 13 (11) (2014)
Zhiyang Liu, Lin Dai
A Comparative Study of Downlink MIMO Cellular Networks with Co-located and Distributed Base-Station Antennas. CoRR (2014)
Zhiyang Liu, Lin Dai
Asymptotic capacity analysis of downlink MIMO systems with co-located and distributed antennas. PIMRC (2013)
Zhiyang Liu, Lin Dai
Asymptotic Per-User Rate Analysis of Downlink MIMO Cellular Networks with Linear Precoding. IEEE Trans. Wirel. Commun. 11 (12) (2012)