Mingzhe Liu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 78

Top Topics

Action Recognition

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Rui Wang, Zhecheng Zhou, Xiaonan Wu, Xin Jiang, Linlin Zhuo, Mingzhe Liu, Hao Li, Xiangzheng Fu, Xiaojun Yao
An Effective Plant Small Secretory Peptide Recognition Model Based on Feature Correction Strategy. J. Chem. Inf. Model. 64 (7) (2024)
Haoran Liu, Mingzhe Liu, Peng Li, Jiahui Wu, Xin Jiang, Zhuo Zuo, Bingqi Liu
Random-coupled Neural Network. CoRR (2024)
Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu
MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. KDD (2024)
Huimin Huang, Luodi Xie, Mingzhe Liu, Jiajun Lin, Hong Shen
An embedding model for temporal knowledge graphs with long and irregular intervals. Knowl. Based Syst. 296 (2024)
Danhua Cao, Biao Cai, Mingzhe Liu
FlowgateUNet: Dental CT image segmentation network based on FlowFormer and gated attention. Signal Image Video Process. 18 (2) (2024)
Mingzhe Liu, Yan Chen
Safety-Guaranteed Learning-Based Flocking Control Design. IEEE Control. Syst. Lett. 8 (2024)
Tao Wang, Wentao Wang, Xin Jiang, Jiaxing Mao, Linlin Zhuo, Mingzhe Liu, Xiangzheng Fu, Xiaojun Yao
ML-NPI: Predicting Interactions between Noncoding RNA and Protein Based on Meta-Learning in a Large-Scale Dynamic Graph. J. Chem. Inf. Model. 64 (7) (2024)
Hongpo Zhang, Hongzhuang Gu, Guanhe Chen, Mingzhe Liu, Zongmin Wang, Fengyu Cao
An atrial fibrillation classification method based on an outlier data filtering strategy and modified residual block of the feature pyramid network. Biomed. Signal Process. Control. 92 (2024)
Songze Li, Mingzhe Liu, Mengqi Chen
OmniLytics+: A Secure, Efficient, and Affordable Blockchain Data Market for Machine Learning through Off-Chain Processing. CoRR (2024)
Mingzhe Liu, Tongyu Zhu, Junchen Ye, Qingxin Meng, Leilei Sun, Bowen Du
Spatio-Temporal AutoEncoder for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Gang Wang, Mingzhe Liu, Fengchen Wang, Yan Chen
A Novel and Elliptical Lattice Design of Flocking Control for Multi-Agent Ground Vehicles. IEEE Control. Syst. Lett. 7 (2023)
Siyu Lu, Ligao Cai, Zhixin Liu, Shan Liu, Bo Yang, Lirong Yin, Mingzhe Liu, Wenfeng Zheng
An Optimized Chinese Filtering Model Using Value Scale Extended Text Vector. Comput. Syst. Sci. Eng. 47 (2) (2023)
Jingyi Yang, Yibei Li, Yiwei Lai, Mingzhe Liu
Non-Fungible Tokens(NFTs): tokens of digital assets on the blockchain. CECCT (2023)
Aihua Zhou, Yujun Ma, Wanting Ji, Ming Zong, Pei Yang, Min Wu, Mingzhe Liu
Multi-head attention-based two-stream EfficientNet for action recognition. Multim. Syst. 29 (2) (2023)
Siyu Lu, Yueming Ding, Zhengtong Yin, Mingzhe Liu, Xuan Liu, Wenfeng Zheng, Lirong Yin
Improved Blending Attention Mechanism in Visual Question Answering. Comput. Syst. Sci. Eng. 47 (1) (2023)
Siyu Lu, Yueming Ding, Mingzhe Liu, Zhengtong Yin, Lirong Yin, Wenfeng Zheng
Multiscale Feature Extraction and Fusion of Image and Text in VQA. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Siyu Lu, Mingzhe Liu, Lirong Yin, Zhengtong Yin, Xuan Liu, Wenfeng Zheng
The multi-modal fusion in visual question answering: a review of attention mechanisms. PeerJ Comput. Sci. 9 (2023)
Feixiang Zhao, Dongfen Li, Rui Luo, Mingzhe Liu, Xin Jiang, Junjie Hu
Self-supervised deep learning for joint 3D low-dose PET/CT image denoising. Comput. Biol. Medicine 165 (2023)
Lingling Huang, Chengqiang Zhao, Shijie Chen, Jing Yuan, Mingzhe Liu
An Exploration of the Application of Consortium Blockchain in Translation Services Industry. Wirel. Pers. Commun. 132 (2) (2023)
Feixiang Zhao, Mingzhe Liu, Zhihong Gao, Xin Jiang, Ruili Wang, Lejun Zhang
Dual-scale similarity-guided cycle generative adversarial network for unsupervised low-dose CT denoising. Comput. Biol. Medicine 161 (2023)
Wenfeng Zheng, Mingzhe Liu, Chao Liu, Dan Wang, Kenan Li
Recent Advances in Sensor Technology for Healthcare and Biomedical Applications (Volume II). Sensors 23 (13) (2023)
Xin Chen, Dongfen Li, Mingzhe Liu, Jiaru Jia
CNN and Transformer Fusion for Remote Sensing Image Semantic Segmentation. Remote. Sens. 15 (18) (2023)
Feixiang Zhao, Jianchao Zhao, Mingzhe Liu
Image Domain Ultra-Sparse View CT Artifact Removal Via Conditional Denoising Diffusion Probability Model. ICCPR (2023)
Siyu Lu, Bo Yang, Ye Xiao, Shan Liu, Mingzhe Liu, Lirong Yin, Wenfeng Zheng
Iterative reconstruction of low-dose CT based on differential sparse. Biomed. Signal Process. Control. 79 (Part) (2023)
Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong
Community-based Dynamic Graph Learning for Popularity Prediction. KDD (2023)
Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. CoRR (2023)
Yuxi Ban, Yuwei Liu, Zhengtong Yin, Xuan Liu, Mingzhe Liu, Lirong Yin, Xiaolu Li, Wenfeng Zheng
Micro-Directional Propagation Method Based on User Clustering. Comput. Informatics 42 (6) (2023)
Bo Yang, Yiyang Li, Wenfeng Zheng, Zhengtong Yin, Mingzhe Liu, Lirong Yin, Chao Liu
Motion prediction for beating heart surgery with GRU. Biomed. Signal Process. Control. 83 (2023)
Wei Dang, Ligao Cai, Mingzhe Liu, Xiaolu Li, Zhengtong Yin, Xuan Liu, Lirong Yin, Wenfeng Zheng
Increasing Text Filtering Accuracy with Improved LSTM. Comput. Informatics 42 (6) (2023)
Jun Chen, Fengyi Mei, Mingzhe Liu, Yongzhen Chen, Jiangfeng Wu
A 32GS/s 7bit TI-SAR ADC in 28nm for 32Gb/s ADC-Based SerDes Receiver. ASICON (2023)
Xin Jiang, Yizhou Ding, Mingzhe Liu, Yong Wang, Yan Li, Zongda Wu
BiFTransNet: A unified and simultaneous segmentation network for gastrointestinal images of CT & MRI. Comput. Biol. Medicine 165 (2023)
Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. ICDE (2023)
Haoran Liu, Mingzhe Liu, Xin Jiang, Jinglei Luo, Yuming Song, Xingyue Chu, Guibin Zan
Multimodal Image Fusion for X-ray Grating Interferometry. Sensors 23 (6) (2023)
Guangle Yao, Wenlong Zhou, Mingzhe Liu, Qiang Xu, Honghui Wang, Jun Li, Yuanzhen Ju
An Empirical Study of the Convolution Neural Networks Based Detection on Object With Ambiguous Boundary in Remote Sensing Imagery - A Case of Potential Loess Landslide. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Qiulin He, Mingzhe Liu, Jianping Wang, Runxi Liu
Blockchain-Enabled Techniques for Energy Internet of Things: A Review. BlockSys (2022)
Rang Zhou, Xiaosong Zhang, Xiaofen Wang, Guowu Yang, Hong-Ning Dai, Mingzhe Liu
Device-Oriented Keyword-Searchable Encryption Scheme for Cloud-Assisted Industrial IoT. IEEE Internet Things J. 9 (18) (2022)
Haihui Xu, Tao Zou, Mingzhe Liu, Yanan Qiao, Jingjing Wang, Xucheng Li
Adaptive Spatiotemporal Dependence Learning for Multi-Mode Transportation Demand Prediction. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Biao Cai, Mingyue Wang, Yongkeng Chen, Yanmei Hu, Mingzhe Liu
MFF-Net: A multi-feature fusion network for community detection in complex network. Knowl. Based Syst. 252 (2022)
Yuhan Luo, Mingzhe Liu, Jianping Wang, Cuixu Yuan, Tong Liu
When Secure Data Sharing Meets Blockchain: Overview, Challenges and Future Prospects. ICBCT (2022)
Mingzhe Liu, Haikun Liu, Chencheng Ye, Xiaofei Liao, Hai Jin, Yu Zhang, Ran Zheng, Liting Hu
Towards low-latency I/O services for mixed workloads using ultra-low latency SSDs. ICS (2022)
Xiaochuan Tang, Zihan Tu, Yu Wang, Mingzhe Liu, Dongfen Li, Xuanmei Fan
Automatic Detection of Coseismic Landslides Using a New Transformer Method. Remote. Sens. 14 (12) (2022)
Mingzhe Liu, Feixiang Zhao, Xin Jiang, Hong Zhang, Helen Zhou
Parallel Binary Image Cryptosystem Via Spiking Neural Networks Variants. Int. J. Neural Syst. 32 (8) (2022)
Jiaru Jia, Mingzhe Liu, Jiake Xie, Xin Chen, Aiqing Yang, Xin Jiang, Hong Zhang, Yong Tang
Label Mask AutoEncoder(L-MAE): A Pure Transformer Method to Augment Semantic Segmentation Datasets. CoRR (2022)
Bo Zhang, Bingjun Yan, Mingzhe Liu, Bo Hu, Aidong Xu, Kai Wang
Development of an Industrial Real-time Ethernet Protocol Stack Based on SoC. ISNCC (2022)
Mingqian Shao, Yifan Liu, Bin Duo, Jin Ning, Junsong Luo, Xing Zhu, Mingzhe Liu, Zhengqiang Wang
Joint Passive Beamforming and Elevation Angle-Dependent Trajectory Design for RIS-aided UAV-enabled Wireless Sensor Networks. SECON (2022)
Chao Chen, Mingzhe Liu, Peijun Mo, Cuixu Yuan, Pengyu Dai
LBLCO: A Lightweight Blockchain with Low Communication Overhead for Internet of Things. BIOTC (2022)
Wanting Ji, Yan Pang, Xiaoyun Jia, Zhongwei Wang, Feng Hou, Baoyan Song, Mingzhe Liu, Ruili Wang
Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review. WIREs Data Mining Knowl. Discov. 11 (3) (2021)
Rui Shi, Honglong Zheng, Xianguo Tuo, Changming Wang, Jianbo Yang, Yi Cheng, Mingzhe Liu, Songbai Zhang
Image Reconstruction Based on Total Variation Minimization for Radioactive Wastes Tomographic Gamma Scanning From Sparse Projections. IEEE Access 9 (2021)
Hao Peng, Bowen Du, Mingsheng Liu, Mingzhe Liu, Shumei Ji, Senzhang Wang, Xu Zhang, Lifang He
Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning. Inf. Sci. 578 (2021)
Lei Wang, Xiaoguang Yuan, Ming Zong, Yujun Ma, Wanting Ji, Mingzhe Liu, Ruili Wang
Multi-cue based four-stream 3D ResNets for video-based action recognition. Inf. Sci. 575 (2021)
Yanhua Liu, Xiaoguang Yuan, Xin Jiang, Pei Wang, Jinqiao Kou, Haofeng Wang, Mingzhe Liu
Dilated Adversarial U-Net Network for automatic gross tumor volume segmentation of nasopharyngeal carcinoma. Appl. Soft Comput. 111 (2021)
Xiaochuan Tang, Mingzhe Liu, Hao Zhong, Yuanzhen Ju, Weile Li, Qiang Xu
MILL: Channel Attention-based Deep Multiple Instance Learning for Landslide Recognition. ACM Trans. Multim. Comput. Commun. Appl. 17 (2s) (2021)
Mingzhe Liu, Bowen Du, Leilei Sun
Co-Prediction of Multimodal Transportation Demands With Self-learned Spatial Dependence. IEEE BigData (2021)
Jinlian Chen, Dongfen Li, Mingzhe Liu, Yaming Yang
Bidirectional Quantum Teleportation by Using a Four-Qubit GHZ State and Two Bell States. IEEE Access 8 (2020)
Yongyi Yu, Mingzhe Liu, Huajun Feng, Zhihai Xu, Qi Li
Split-Attention Multiframe Alignment Network for Image Restoration. IEEE Access 8 (2020)
Xin Jiang, Mingzhe Liu, Feixiang Zhao, Xianghe Liu, Helen Zhou
A novel super-resolution CT image reconstruction via semi-supervised generative adversarial network. Neural Comput. Appl. 32 (18) (2020)
Mingzhe Liu, Yajie Li, Yongli Zhao, Hui Yang, Jie Zhang
Adaptive DNN Model Partition and Deployment in Edge Computing-Enabled Metro Optical Interconnection Network. OFC (2020)
Mingzhe Liu, Xin Jiang, Yanhua Liu, Feixiang Zhao, Helen Zhou
A semi-supervised convolutional transfer neural network for 3D pulmonary nodules detection. Neurocomputing 391 (2020)
Zhirong Tang, Mingzhe Liu, Feixiang Zhao, Shaoda Li, Ming Zong
Toward a robust and fast real-time point cloud registration with factor analysis and Student's-t mixture model. J. Real Time Image Process. 17 (6) (2020)
Hao Peng, Jianxin Li, Zheng Wang, Renyu Yang, Mingzhe Liu, Mingming Zhang, Philip S. Yu, Lifang He
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. CoRR (2020)
Xinyu Chen, Mingzhe Liu, Jun Ren, Chuan Zhao
An Overview of Crowd Counting on Traditional and CNN-based Approaches. ICRAI (2020)
Zhuotong Li, Yongli Zhao, Yajie Li, Mingzhe Liu, Zebin Zeng, Xiangjun Xin, Feng Wang, Xinghua Li, Jie Zhang
Self-Optimizing Optical Network With Cloud-Edge Collaboration: Architecture and Application. IEEE Open J. Comput. Soc. 1 (2020)
Shijie Chen, Chengqiang Zhao, Lingling Huang, Jing Yuan, Mingzhe Liu
Study and implementation on the application of blockchain in electronic evidence generation. Digit. Investig. 35 (2020)
Mingfu He, Mingzhe Liu, Ruili Wang, Xin Jiang, Bingqi Liu, Helen Zhou
Particle swarm optimization with damping factor and cooperative mechanism. Appl. Soft Comput. 76 (2019)
Mingzhe Liu, Mingfu He, Ruili Wang, Shaoda Li
A new local density and relative distance based spectrum clustering. Knowl. Inf. Syst. 61 (2) (2019)
Pei-Ling Kuo, Ting Yun Chen, Ting-Hsuan Chang, Shiau-Wen Chen, Mingzhe Liu, Jon-Fan Hu
An Investigation on the Relationships Among Social Cognition Processes by Eye-Tracking Techniques. CogSci (2019)
Bingqi Liu, Mingzhe Liu, Xianghe Liu, Xianguo Tuo, Xing Wang, Shibo Zhao, Tingting Xiao
Design and Realize a Snake-Like Robot in Complex Environment. J. Robotics 2019 (2019)
Kun Wang, Mingzhe Liu, Xin Jiang, Chen Yang, Hong Zhang
A Novel Vehicle Blockchain Model Based on Hyperledger Fabric for Vehicle Supply Chain Management. BlockSys (2019)
Yanhan Yang, Yaming Yang, Jinlian Chen, Mingzhe Liu
Application of BlockChain in Internet of Things. ICCCS (5) (2018)
Xin Jiang, Mingzhe Liu, Kun Yang, Yanhua Liu, Ruili Wang
A Security Sandbox Approach of Android Based on Hook Mechanism. Secur. Commun. Networks 2018 (2018)
Ni Jin, Aidong Xu, Mingzhe Liu, Chenxi Wang
Design and implementation of FA networking control software that accords with SEMI standards. ICCIP (2018)
Feixiang Zhao, Mingzhe Liu, Binyang Jia, Xin Jiang, Jun Ren
Key Variables Soft Measurement of Wastewater Treatment Process Based on Hierarchical Extreme Learning Machine. ELM (2018)
Qin Zhou, Yaming Yang, Jinlian Chen, Mingzhe Liu
Review on Blockchain Application for Internet of Things. ICCCS (5) (2018)
Xibin Sun, Du Zhang, Mingzhe Liu, Zhuoxin He, Haijie Li, Jiwei Li
Detecting and Resolving Inconsistencies in Snort. ICCI*CC (2018)
Ruili Wang, Wanting Ji, Mingzhe Liu, Xun Wang, Jian Weng, Song Deng, Suying Gao, Chang-an Yuan
Review on mining data from multiple data sources. Pattern Recognit. Lett. 109 (2018)
Kun Yang, Mingzhe Liu, Yaming Yang, Xin Jiang
A Design of Mobile Phone Privacy Protection Based on Block Chain. ICCCS (4) (2018)
Jun Ren, Napoleon H. Reyes, Andre L. C. Barczak, Chris Scogings, Mingzhe Liu
Toward three-dimensional human action recognition using a convolutional neural network with correctness-vigilant regularizer. J. Electronic Imaging 27 (04) (2018)
Jun Ren, Napoleon H. Reyes, Andre L. C. Barczak, Chris Scogings, Mingzhe Liu, Jing Ma
Robust Skeleton-based Action Recognition through Hierarchical Aggregation of Local and Global Spatio-temporal Features. ICARCV (2018)
Jiansheng Wu, Long Jin, Mingzhe Liu
Evolving RBF neural networks for rainfall prediction using hybrid particle swarm optimization and genetic algorithm. Neurocomputing 148 (2015)
Mingzhe Liu, Xianguo Tuo, Zhe Li, Jianbo Yang, Yang Gao
Asymmetric exclusion process for modeling of information flow. Comput. Phys. Commun. 183 (2) (2012)
Mingzhe Liu, Xianguo Tuo, Jun Ren, Zhe Li, Lei Wang, Jianbo Yang
A PSO-SVM Based Model for Alpha Particle Activity Prediction Inside Decommissioned Channels. ISNN (1) (2012)
Jun Ren, Mingzhe Liu, Xianguo Tuo, Zhe Li, Rui Shi
Towards a hybrid optimization model for elemental content analysis in EDXRF. ICNC (2012)
Jiansheng Wu, Mingzhe Liu, Long Jin
A Hybrid Support Vector Regression Approach for Rainfall Forecasting Using Particle Swarm Optimization and Projection Pursuit Technology. Int. J. Comput. Intell. Appl. 9 (2) (2010)
Aidong Xu, Yangbo Zheng, Yan Song, Mingzhe Liu
An Improved Model Free Adaptive Control Algorithm. ICNC (1) (2009)
Hiroshi Inoue, Mingzhe Liu, Shunsuke Kamijo
Vehicle Segmentation by Edge Classification Method and the S-T MRF Model. SMC (2006)
Hiroshi Inoue, Mingzhe Liu, Shunsuke Kamijo
Vehicle segmentation by edge classification method and the S-T MRF model. ITSC (2006)
Jiansheng Wu, Long Jin, Mingzhe Liu
Modeling Meteorological Prediction Using Particle Swarm Optimization and Neural Network Ensemble. ISNN (2) (2006)
Mingzhe Liu, Ruili Wang, Ray H. Kemp
Towards a Realistic Microscopic Traffic Simulation at an Unsignalised Intersection. ICCSA (2) (2005)
Jiansheng Wu, Mingzhe Liu
Improving generalization performance of artificial neural networks with genetic algorithms. GrC (2005)
Mingzhe Liu, Ruili Wang, Jiansheng Wu, Ray H. Kemp
A Genetic-Algorithm-Based Neural Network Approach for Short-Term Traffic Flow Forecasting. ISNN (3) (2005)
Ruili Wang, Mingzhe Liu
A Realistic Cellular Automata Model to Simulate Traffic Flow at Urban Roundabouts. International Conference on Computational Science (2) (2005)