Zhi Liu - RankMe

123 papers A 1B 2Misc 1Journal 83Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AMFOR: Adaptive Multi-Granularity Fusion and Occlusion Reconstruction for Person Re-Identification. IEEE Trans. Multim. Zhi Liu, Guangdeng Li, Yingli Tian
2026	J	`jnl`	Annular Prior Prompt Learning for Medical Images Segmentation. IEEE Trans. Biomed. Eng. Wenzhen Zhang, Yankun Cao, Xifeng Hu, Guanjie Sun, Yuezhong Zhang, Yujun Li, Qing Cai, Zhi Liu
2026	J	`jnl`	DP^2-VL: Private Photo Dataset Protection by Data Poisoning for Vision-Language Models. CoRR Hongyi Miao, Jun Jia, Xincheng Wang, Qianli Ma, Wei Sun, Wangqiu Zhou, Dandan Zhu, Yewen Cao, Zhi Liu, Guangtao Zhai
2026	J	`jnl`	Dynamic Spectrum Aggregation and Access for Rescue Cognitive Networks Using Multi-Agent Actor-Critic Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. Wensheng Zhang, Wenjiao Ding, Cheng-Xiang Wang, Yunfei Chen, Giuseppe Thadeu Freitas de Abreu, Zhi Liu, Jian Sun, Zhu Han
2026	J	`jnl`	Expert knowledge-guided multi-granularity multi-scale fusion for weakly-supervised histological segmentation. Inf. Fusion Xifeng Hu, Yankun Cao, Weifeng Hu, Shanshan Wang, Subhas Chandra Mukhopadhyay, Yu Liu, Huafeng Li, Yujun Li, Qing Cai, Zhi Liu
2026	J	`jnl`	Sonar-neus:voxel-based efficient neural implicit surface reconstruction for forward-looking sonar. Neural Networks Shiji Qiu, Zuoqi Hu, Tiange Zhang, Zhi Liu, Junyu Dong, Qing Cai
2026	J	`jnl`	TaFormer: EEG-based emotion recognition using triplet attention transformer and 4D feature dense representation. Biomed. Signal Process. Control. Decheng Liu, Congcong Wang, Danyang Chen, Yankun Cao, Xifeng Hu, Xian Zhao, Zhi Liu
2025	J	`jnl`	A semi-automatic cardiovascular annotation and quantification toolbox utilizing prior knowledge-guided feature learning. Biomed. Signal Process. Control. Wenzhen Zhang, Yankun Cao, Xifeng Hu, Jia Mi, Pengfei Zhang, Guanjie Sun, Subhas Chandra Mukhopadhyay, Yujun Li, Zhi Liu
2025	J	`jnl`	All is attention for multi-label text classification. Knowl. Inf. Syst. Zhi Liu, Yunjie Huang, Xincheng Xia, Yihao Zhang
2025	—	`conf`	CLINav-GKD: Vision-Language Latent Hyperbolic Geometric Knowledge Distillation for Real-World 6-DOF Echocardiography Probe Navigation. BIBM Yiran Li, Yixuan Fan, Xiaoxiao Cui, Yuezhong Zhang, Jiaguang Song, Xifeng Hu, Yuan Chen, Kai Zheng, Lizhen Cui, Zhi Liu, Shuo Li
2025	J	`jnl`	Cooperative metric learning-based hybrid transformer for automatic recognition of standard echocardiographic multi-views. Future Gener. Comput. Syst. Yiran Li, Yankun Cao, Jia Mi, Xiaoxiao Cui, Xifeng Hu, Yuezhong Zhang, Zhi Liu, Lizhen Cui, Shuo Li
2025	A	`conf`	DiffDeid: High-Quality Face De-identification and Recovery via Diffusion Inversion. ICME Zheyuan Liu, Jun Jia, Hongyi Miao, Yiwei Yang, Yanwei Jiang, Yingjie Zhou, Zhi Liu, Guangtao Zhai
2025	—	`conf`	Enhance Cardiac MRI Reconstruction via Unfolding Network with Hybrid Mamba-LSTM. ISBI Bangjun Li, Wenmiao Wang, Kemeng Tao, Yankun Cao, Yujun Li, Zhi Liu
2025	J	`jnl`	Generative Human-Object Interaction Detection via Differentiable Cognitive Steering of Multi-modal LLMs. CoRR Zhaolin Cai, Huiyu Duan, Zitong Xu, Fan Li, Zhi Liu, Jing Liu, Wei Shen, Xiongkuo Min, Guangtao Zhai
2025	—	`conf`	Information Bottleneck-Based Causal Attention for Multi-label Medical Image Recognition. MICCAI (8) Xiaoxiao Cui, Yiran Li, Kai He, Shanzhi Jiang, Mengli Xue, Wentao Li, Junhong Leng, Zhi Liu, Lizhen Cui, Shuo Li
2025	J	`jnl`	Information Bottleneck-based Causal Attention for Multi-label Medical Image Recognition. CoRR Xiaoxiao Cui, Yiran Li, Kai He, Shanzhi Jiang, Mengli Xue, Wentao Li, Junhong Leng, Zhi Liu, Lizhen Cui, Shuo Li
2025	B	`conf`	Multiuser MPSK Signal Detection For Rydberg Atomic Receiver. GLOBECOM Luteng Zhu, Mingjie Shao, Qiang Li, Yihong Gao, Zhi Liu, Yanlong Zhao
2025	J	`jnl`	Optimizing Fluid Antenna Configurations for Constructive Interference Precoding. CoRR Wenxuan Sun, Mingjie Shao, Luteng Zhu, Yao Ge, Tong Zhang, Zhi Liu
2025	J	`jnl`	Semantic Consistency-Guided Hybrid-Invariant Transformer for Domain Adaptation in Multiview Echo Quality Assessment. IEEE Trans. Instrum. Meas. Yiran Li, Yankun Cao, Xiaoxiao Cui, Yuezhong Zhang, Subhas Chandra Mukhopadhyay, Yujun Li, Lizhen Cui, Zhi Liu, Shuo Li
2025	J	`jnl`	Spatial Frequency Adaptive Spatiotemporal Learning for Accelerating CMR Reconstruction. IEEE Trans. Instrum. Meas. Bangjun Li, Wenzhen Zhang, Subhas Chandra Mukhopadhyay, Yujun Li, Zhi Liu
2025	—	`conf`	TF-Fusion: Time-Frequency Feature Fusion for High-Quality Single-Angle Ultrasound Imaging. BIBM Yankun Cao, Peng Xue, Baolin Sun, Hongtao Liu, Lina Xu, Jia Mi, Guangtao Zhai, Lizhen Cui, Zhi Liu
2025	J	`jnl`	Ultrasound-QBench: Can LLMs Aid in Quality Assessment of Ultrasound Imaging? CoRR Hongyi Miao, Jun Jia, Yankun Cao, Yingjie Zhou, Yanwei Jiang, Zhi Liu, Guangtao Zhai
2024	J	`jnl`	A Multimode Neuromorphic Vision Sensor With Improved Brightness Measurement Performance by Pulse Coding Method. IEEE Internet Things J. Zewei Ding, Qijuan Wu, Mingyu Wang, Jingjing Liu, Xiaoyang Zeng, Wenhong Li, Wei Huang, Zhi Liu, Xiao-Ping Zhang
2024	J	`jnl`	CMAR: A Pipeline for Cross-Modal Alignment and 3-D Reconstruction of Coronary Arteries Based on Key Bifurcation Vessel Measurements. IEEE Trans. Instrum. Meas. Yankun Cao, Wenzhen Zhang, Yuezhong Zhang, Guanjie Sun, Wei Guo, Mingjie Shao, Subhas Chandra Mukhopadhyay, Lizhen Cui, Yujun Li, Zhi Liu, Shuo Li
2024	—	`conf`	CausCLIP: Causality-Adapting Visual Scoring of Visual Language Models for Few-Shot Learning in Portable Echocardiography Quality Assessment. MICCAI (1) Yiran Li, Xiaoxiao Cui, Yankun Cao, Yuezhong Zhang, Huihui Wang, Lizhen Cui, Zhi Liu, Shuo Li
2024	J	`jnl`	Kalman-filter based hierarchical channel estimation for RIS-aided mmWave communication systems. Phys. Commun. Wenmi Li, Zheng Dong, Zhi Liu, Xiangchuan Gao, Xingwang Li, Di Zhai
2024	J	`jnl`	MSIF: multi-spectrum image fusion method for cross-modality person re-identification. Int. J. Mach. Learn. Cybern. Qingshan Chen, Zhenzhen Quan, Yifan Zheng, Yujun Li, Zhi Liu, Mikhail G. Mozerov
2024	J	`jnl`	Multi-Contrast Complementary Learning for Accelerated MR Imaging. IEEE J. Biomed. Health Informatics Bangjun Li, Weifeng Hu, Chun-Mei Feng, Yujun Li, Zhi Liu, Yong Xu
2024	—	`conf`	Multi-Scale Hybrid Embedding Transformer for Atrophic Gastritis Recognition. CISP-BMEI Shanzhi Jiang, Yankun Cao, Subhas Chandra Mukhopadhyay, Xiang Min, Wentao Li, Chaoyang Lv, Zhen Li, Xiaoyun Yang, Zhi Liu
2024	—	`conf`	Multilevel Causality Learning for Multi-label Gastric Atrophy Diagnosis. MICCAI (3) Xiaoxiao Cui, Shanzhi Jiang, Baolin Sun, Yiran Li, Yankun Cao, Zhen Li, Chaoyang Lv, Zhi Liu, Lizhen Cui, Shuo Li
2024	J	`jnl`	Packet header-based reweight-long short term memory (Rew-LSTM) method for encrypted network traffic classification. Computing Jiangang Hou, Xin Li, Hongji Xu, Chun Wang, Lizhen Cui, Zhi Liu, Changzhen Hu
2024	—	`conf`	SRMAR: Spatiotemporal Representation for Motion Artifact Removal in Intravascular Ultrasound. BIBM Yankun Cao, Guanjie Sun, Qing Cai, Xiaoxiao Cui, Lizhen Cui, Wenmiao Wang, Zhi Liu, Yuezhong Zhang
2024	B	`conf`	Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning. IJCNN Songning Lai, Jiakang Li, Guinan Guo, Xifeng Hu, Yulong Li, Yuan Tan, Zichen Song, Yutong Liu, Zhaoxia Ren, Chun Wang, Danmin Miao, Zhi Liu
2024	J	`jnl`	Unified bi-encoder bispace-discriminator disentanglement for cross-domain echocardiography segmentation. Knowl. Based Syst. Xiaoxiao Cui, Boyu Wang, Shanzhi Jiang, Zhi Liu, Hongji Xu, Lizhen Cui, Shuo Li
2023	J	`jnl`	A Multidimensional Parallel Convolutional Connected Network Based on Multisource and Multimodal Sensor Data for Human Activity Recognition. IEEE Internet Things J. Yuhao Wang, Hongji Xu, Lina Zheng, Guozhen Zhao, Zhi Liu, Shuang Zhou, Mengmeng Wang, Jie Xu
2023	—	`conf`	A Virtual Staining Method for Immunohistochemical Images of Breast Cancer. CISP-BMEI Guanhua Duan, Yankun Cao, Wei Guo, Lizhen Cui, Zhi Liu
2023	J	`jnl`	A deep learning-based fully automatic and clinical-ready framework for regional myocardial segmentation and myocardial ischemia evaluation. Medical Biol. Eng. Comput. Mujun An, Junhuan Li, Xiaoyang Xu, Uwe Joseph Schoepf, Rock H. Savage, Kunlin Cao, Qi Song, Zeying Wang, Zhi Liu, Yuwei Li, Pengfei Zhang
2023	J	`jnl`	A novel context inconsistency elimination algorithm based on the optimized Dempster-Shafer evidence theory for context-awareness systems. Appl. Intell. Qiang Liu, Hongji Xu, Bo He, Hui Yuan, Zhi Liu, Shidi Fan, Jie Xu, Tiankuo Li, Juan Li, Mengmeng Wang, Shijie Li
2023	J	`jnl`	IAT: A Full-Scale IVUS Analysis Toolbox Based on Deep Learning Algorithms for Clinical Diagnosis. IEEE Trans. Instrum. Meas. Wenzhen Zhang, Yankun Cao, Xifeng Hu, Jia Mi, Pengfei Zhang, Subhas Chandra Mukhopadhyay, Yujun Li, Zhi Liu
2023	—	`conf`	Joint Design of Energy-Based Constellations for Two-User Noncoherent Massive SIMO Systems. SPAWC Mengdi Liu, Dong Zheng, He Henry Chen, Hongji Xu, Zhi Liu
2023	J	`jnl`	MAWKDN: A Multimodal Fusion Wavelet Knowledge Distillation Approach Based on Cross-View Attention for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. Zhenzhen Quan, Qingshan Chen, Moyan Zhang, Weifeng Hu, Qiang Zhao, Jiangang Hou, Yujun Li, Zhi Liu
2023	J	`jnl`	Multimodal Sentiment Analysis: A Survey. CoRR Songning Lai, Haoxuan Xu, Xifeng Hu, Zhaoxia Ren, Zhi Liu
2023	J	`jnl`	Multimodal sentiment analysis: A survey. Displays Songning Lai, Xifeng Hu, Haoxuan Xu, Zhaoxia Ren, Zhi Liu
2023	—	`conf`	PhysMViT: Non-contact facial video physiological signal measurement network based on multiscale vision transformer. CISP-BMEI Weiqi Nie, Yang Liu, Yulong Li, Zhi Liu, Danmin Miao
2023	J	`jnl`	Refined Feature-based Multi-frame and Multi-scale Fusing Gate network for accurate segmentation of plaques in ultrasound videos. Comput. Biol. Medicine Xifeng Hu, Yankun Cao, Weifeng Hu, Wenzhen Zhang, Jing Li, Chuanyu Wang, Subhas Chandra Mukhopadhyay, Yujun Li, Zhi Liu, Shuo Li
2023	J	`jnl`	Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning. CoRR Songning Lai, Jiakang Li, Guinan Guo, Xifeng Hu, Yulong Li, Yuan Tan, Zichen Song, Yutong Liu, Zhaoxia Ren, Zhi Liu, Chun Wang, Danmin Miao
2023	—	`conf`	Signal Tensor Model and Eigenvalue Distributions for THz Uplink UM-MIMO Communications. WCSP Bin Qi, Wensheng Zhang, Qiang Li, Jian Sun, Zhi Liu, Chen Wang, Cheng-Xiang Wang
2023	—	`conf`	SwinDeepLab:Swin Transformer-based DeepLab v3+ for Gland Segmentation. CISP-BMEI Guanhua Duan, Yankun Cao, Xiaoxiao Cui, Zhen Li, Xiaoyun Yang, Zhi Liu
2022	—	`conf`	A Multi-modal Feature Layer Fusion Model for Assessment of Depression Based on Attention Mechanisms. CISP-BMEI Congcong Wang, Decheng Liu, Kemeng Tao, Xiaoxiao Cui, Gongtang Wang, Yuefeng Zhao, Zhi Liu
2022	J	`jnl`	A spatiotemporal multi-feature extraction framework for opinion mining. Neurocomputing Tiankuo Li, Hongji Xu, Zhi Liu, Zheng Dong, Qiang Liu, Juan Li, Shidi Fan, Xiaojie Sun
2022	J	`jnl`	AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation Learning. IEEE Trans. Computational Imaging Bangjun Li, Pengfei Zhang, Yankun Cao, Longkun Sun, Jianqin Feng, Yuezhong Zhang, Qi Yang, Yujun Li, Zhi Liu
2022	J	`jnl`	MVFStain: Multiple virtual functional stain histopathology images generation based on specific domain mapping. Medical Image Anal. Ranran Zhang, Yankun Cao, Yujun Li, Zhi Liu, Jianye Wang, Jiahuan He, Chenyang Zhang, Xiaoyu Sui, Pengfei Zhang, Lizhen Cui, Shuo Li
2022	J	`jnl`	Neural network combining X-ray and ultrasound in breast examination. Neural Comput. Appl. Jiaguang Song, Yuezhong Zhang, Shi Wang, Zhi Liu, Dianmin Sun
2022	J	`jnl`	Non-invasive quantitative diagnosis of liver fibrosis with an artificial neural network. Neural Comput. Appl. Jiaguang Song, Yuezhong Zhang, Jinling Cheng, Shi Wang, Zhi Liu, Dianmin Sun
2022	—	`conf`	Predicting Lysine Phosphoglycerylation Sites using Bidirectional Encoder Representations with Transformers & Protein Feature Extraction and Selection. CISP-BMEI Songning Lai, Xifeng Hu, Jing Han, Chun Wang, Subhas Mukhopadhyay, Zhi Liu, Lan Ye
2022	—	`conf`	Research on Carotid Ultrasonic Image Detection Based on Convolutional Neural Network. CISP-BMEI Xiaoyu Sui, Yankun Cao, Jia Mi, Kemeng Tao, Jing Han, Kun Zhao, Chun Wang, Zhi Liu
2022	—	`conf`	Residual Self-attention Based Cortical Surface Reconstruction. CISP-BMEI Mujun An, Congcong Wang, Kemeng Tao, Jing Han, Kun Zhao, Zhi Liu
2022	J	`jnl`	TRSA-Net: Task Relation Spatial Co-Attention for Joint Segmentation, Quantification and Uncertainty Estimation on Paired 2D Echocardiography. IEEE J. Biomed. Health Informatics Xiaoxiao Cui, Yankun Cao, Zhi Liu, Xiaoyu Sui, Jia Mi, Yuezhong Zhang, Lizhen Cui, Shuo Li
2022	J	`jnl`	Time-Varying Channel Estimation Scheme for Uplink MU-MIMO in 6G Systems. IEEE Trans. Veh. Technol. Jianhao Wang, Wensheng Zhang, Yunfei Chen, Zhi Liu, Jian Sun, Cheng-Xiang Wang
2022	J	`jnl`	Weak lesion feature extraction by dual-branch separation and enhancement network for safe hemorrhagic transformation prediction. Comput. Medical Imaging Graph. Ziqiao Wang, Zhi Liu, Shuo Li
2021	—	`conf`	A Survey of Encrypted Malicious Traffic Detection CCCI Yanmiao Li, Hao Guo, Jiangang Hou, Zhen Zhang, Tongqing Jiang, Zhi Liu
2021	J	`jnl`	Adaptive control of manipulator based on neural network. Neural Comput. Appl. Aiqin Liu, Honghua Zhao, Tao Song, Zhi Liu, Haibin Wang, Dianmin Sun
2021	J	`jnl`	AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design. IEEE Trans. Medical Imaging Jianning Li, Pedro Pimentel, Angelika Szengel, Moritz Ehlke, Hans Lamecker, Stefan Zachow, Laura Jovani Estacio Cerquin, Christian Doenitz, Heiko Ramm, Haochen Shi, Xiaojun Chen, Franco Matzkin, Virginia F. J. Newcombe, Enzo Ferrante, Yuan Jin, David G. Ellis, Michele R. Aizenberg, Oldrich Kodym, Michal Spanel, Adam Herout, James G. Mainprize, Zachary Fishman, Michael R. Hardisty, Amirhossein Bayat, Suprosanna Shit, Bomin Wang, Zhi Liu, Matthias Eder, Antonio Pepe, Christina Gsaxner, Victor Alves, Ulrike Zefferer, Gord von Campe, Karin Pistracher, Ute Schäfer, Dieter Schmalstieg, Bjoern H. Menze, Ben Glocker, Jan Egger
2021	J	`jnl`	Intelligent human hand gesture recognition by local-global fusing quality-aware features. Future Gener. Comput. Syst. Tao Song, Honghua Zhao, Zhi Liu, Hao Liu, Yuanyuan Hu, Dianmin Sun
2021	J	`jnl`	Learning hierarchical face representation to enhance HCI among medical robots. Future Gener. Comput. Syst. Dianmin Sun, Honghua Zhao, Tao Song, Aiqin Liu, Jinling Cheng, Zhi Liu, Xin Zhao
2021	J	`jnl`	Multi-Indices Quantification for Left Ventricle via DenseNet and GRU-Based Encoder-Decoder with Attention. Complex. Zhi Liu, Yunhua Lu, Xiaochuan Zhang, Sen Wang, Shuo Li, Bo Chen
2021	J	`jnl`	Multi-Walled Carbon Nanotubes-Based Sensors for Strain Sensing Applications. Sensors Anindya Nag, Md Eshrat E. Alahi, Subhas Chandra Mukhopadhyay, Zhi Liu
2021	J	`jnl`	Multiparameter Synchronous Measurement With IVUS Images for Intelligently Diagnosing Coronary Cardiac Disease. IEEE Trans. Instrum. Meas. Yankun Cao, Ziqiao Wang, Zhi Liu, Yujun Li, Xiaoyan Xiao, Longkun Sun, Yang Zhang, Haixia Hou, Pengfei Zhang, Guang Yang
2021	J	`jnl`	Unifying paragraph embeddings and neural collaborative filtering for hybrid recommendation. Appl. Soft Comput. Yihao Zhang, Zhi Liu, Chunyan Sang
2020	J	`jnl`	A probabilistic approach towards an unbiased semi-supervised cluster tree. Knowl. Based Syst. Zhaocai Sun, Xiaofeng Zhang, Yunming Ye, Xiaowen Chu, Zhi Liu
2020	J	`jnl`	Automatic diagnosis of fungal keratitis using data augmentation and image fusion with deep convolutional neural network. Comput. Methods Programs Biomed. Zhi Liu, Yankun Cao, Yujun Li, Xiaoyan Xiao, Qingchen Qiu, Meijun Yang, Yuefeng Zhao, Lizhen Cui
2020	—	`conf`	Cranial Implant Design Using a Deep Learning Method with Anatomical Regularization. AutoImplant@MICCAI Bomin Wang, Zhi Liu, Yujun Li, Xiaoyan Xiao, Ranran Zhang, Yankun Cao, Lizhen Cui, Pengfei Zhang
2020	J	`jnl`	Deep RetinaNet for Dynamic Left Ventricle Detection in Multiview Echocardiography Classification. Sci. Program. Meijun Yang, Xiaoyan Xiao, Zhi Liu, Longkun Sun, Wei Guo, Lizhen Cui, Dianmin Sun, Pengfei Zhang, Guang Yang
2020	J	`jnl`	Detecting vulnerable plaque with vulnerability index based on convolutional neural networks. Comput. Medical Imaging Graph. Yankun Cao, Xiaoyan Xiao, Zhi Liu, Meijun Yang, Dianmin Sun, Wei Guo, Lizhen Cui, Pengfei Zhang
2020	J	`jnl`	Detection and diagnosis of myocarditis in young patients using ECG analysis based on artificial neural networks. Computing Yujun Li, Meijun Yang, Zhi Liu, Yuefeng Zhao, Dongmei Jiang, Lizhen Cui, Mingyu Wang
2020	J	`jnl`	Feature data processing: Making medical data fit deep neural networks. Future Gener. Comput. Syst. Yingying Xu, Zhi Liu, Yujun Li, Haixia Hou, Yankun Cao, Yuefeng Zhao, Wei Guo, Lizhen Cui
2020	J	`jnl`	Hierarchical Long Short-Term Memory Network for Cyberattack Detection. IEEE Access Haixia Hou, Yingying Xu, Menghan Chen, Zhi Liu, Wei Guo, Mingcheng Gao, Yang Xin, Lizhen Cui
2020	J	`jnl`	MRLN: Multi-Task Relational Learning Network for MRI Vertebral Localization, Identification, and Segmentation. IEEE J. Biomed. Health Informatics Ranran Zhang, Xiaoyan Xiao, Zhi Liu, Yujun Li, Shuo Li
2020	J	`jnl`	Multislice left ventricular ejection fraction prediction from cardiac MRIs without segmentation using shared SptDenNet. Comput. Medical Imaging Graph. Zhi Liu, Yihao Zhang, Weiwei Li, Shuo Li, Zhiling Zou, Bo Chen
2020	J	`jnl`	Soft Error Resilience of Deep Residual Networks for Object Recognition. IEEE Access Younis Ibrahim, Haibin Wang, Man Bai, Zhi Liu, Jianan Wang, Zhiming Yang, Zhengming Chen
2020	—	`conf`	Unsupervised Graph Domain Adaptation for Neurodevelopmental Disorders Diagnosis. MICCAI (2) Bomin Wang, Zhi Liu, Yujun Li, Xiaoyan Xiao, Ranran Zhang, Yankun Cao, Lizhen Cui, Pengfei Zhang
2019	J	`jnl`	A Single Event Upset Resilient Latch Design with Single Node Upset Immunity. J. Electron. Test. Xixi Dai, Haibin Wang, Jiamin Chu, Zhi Liu, Li Cai, Kang Yan
2019	J	`jnl`	A semi-supervised approach of graph-based with local and global consistency. Int. J. Inf. Technol. Manag. Yihao Zhang, Junhao Wen, Zhi Liu, Changpeng Zhu
2019	J	`jnl`	Automatic Face Recognition Based on Sparse Representation and Extended Transfer Learning. IEEE Access Zhi Liu, Dongmei Jiang, Yujun Li, Yankun Cao, Mingyu Wang, Yong Xu
2019	J	`jnl`	Brain annotation toolbox: exploring the functional and genetic associations of neuroimaging results. Bioinform. Zhaowen Liu, Edmund T. Rolls, Zhi Liu, Kai Zhang, Ming Yang, Jingnan Du, Weikang Gong, Wei Cheng, Fei Dai, He Wang, Kâmil Ugurbil, Jie Zhang, Jianfeng Feng
2019	J	`jnl`	Computerized Diagnosis of Fundus Vascular Structure Based on Predictions of Diabetic Retinopathy Grade and Risk of Macular Edema. J. Medical Imaging Health Informatics Zhi Liu, Zhaomin Yao, Yankun Cao, Jianhuang Wu
2019	—	`conf`	Intrusion Detection Based on Fusing Deep Neural Networks and Transfer Learning. IFTC Yingying Xu, Zhi Liu, Yan-Miao Li, Yushuo Zheng, Haixia Hou, Mingcheng Gao, Yongsheng Song, Yang Xin
2019	J	`jnl`	Learning the implicit strain reconstruction in ultrasound elastography using privileged information. Medical Image Anal. Zhifan Gao, Sitong Wu, Zhi Liu, Jianwen Luo, Heye Zhang, Mingming Gong, Shuo Li
2019	—	`conf`	Three-Dimensional Reconstruction of Intravascular Ultrasound Images Based on Deep Learning. IFTC Yankun Cao, Zhi Liu, Xiaoyan Xiao, Yushuo Zheng, Lizhen Cui, Yixian Du, Pengfei Zhang
2018	J	`jnl`	A Benchmark Database and Baseline Evaluation for Fall Detection Based on Wearable Sensors for the Internet of Medical Things Platform. IEEE Access Zhi Liu, Yankun Cao, Lizhen Cui, Jiahua Song, Guangzhe Zhao
2018	J	`jnl`	A New Motor Imagery EEG Classification Method FB-TRCSP+RF Based on CSP and Random Forest. IEEE Access Ranran Zhang, Xiaoyan Xiao, Zhi Liu, Wei Jiang, Jianwen Li, Yankun Cao, Jianmin Ren, Dongmei Jiang, Lizhen Cui
2018	—	`conf`	Auditing Between Event Logs and Process Trees. IFTC Hongxia Li, Haixia Hou, Yuyue Du, Zhi Liu
2018	J	`jnl`	Automatic Tongue Verification Based on Appearance Manifold Learning in Image Sequences for the Internet of Medical Things Platform. IEEE Access Yang Xin, Yankun Cao, Zhi Liu, Yuling Chen, Lizhen Cui, Yaowen Zhu, Haixia Hou, Guangzhe Zhao, Mingyu Wang
2018	—	`conf`	Design of Online Annotation and Incision System for IVUS Images. IFTC Yaowen Zhu, Yankun Cao, Pengfei Zhang, Haixia Hou, Zhi Liu
2018	—	`conf`	Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network. MICCAI (1) Sitong Wu, Zhifan Gao, Zhi Liu, Jianwen Luo, Heye Zhang, Shuo Li
2018	J	`jnl`	Hyphae Detection in Fungal Keratitis Images With Adaptive Robust Binary Pattern. IEEE Access Xuelian Wu, Qingchen Qiu, Zhi Liu, Yuefeng Zhao, Bin Zhang, Yong Zhang, Xinyi Wu, Jianmin Ren
2018	J	`jnl`	Machine Learning and Deep Learning Methods for Cybersecurity. IEEE Access Yang Xin, Lingshuang Kong, Zhi Liu, Yuling Chen, Yan-Miao Li, Hongliang Zhu, Mingcheng Gao, Haixia Hou, Chunhua Wang
2018	J	`jnl`	Multimodal Feature-Level Fusion for Biometrics Identification System on IoMT Platform. IEEE Access Yang Xin, Lingshuang Kong, Zhi Liu, Chunhua Wang, Hongliang Zhu, Mingcheng Gao, Chensu Zhao, Xiaoke Xu
2018	—	`conf`	The Design of Immersion Acrophobia Adjuvant Therapy System (IAATS). IFTC Qisong Fu, Haixia Hou, Dongmei Jiang, Zhi Liu
2017	J	`jnl`	Class-Specific Random Forest With Cross-Correlation Constraints for Spectral-Spatial Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Zhi Liu, Bo Tang, Xiaofu He, Qingchen Qiu, Feng Liu
2017	J	`jnl`	Sparse Tensor-Based Dimensionality Reduction for Hyperspectral Spectral-Spatial Discriminant Feature Extraction. IEEE Geosci. Remote. Sens. Lett. Zhi Liu, Bo Tang, Xiaofu He, Qingchen Qiu, Hongjun Wang
2016	—	`conf`	Automatic Detecting Cornea Fungi Based on Texture Analysis. SmartCloud Qingchen Qiu, Zhi Liu, Yuefeng Zhao, Dongmei Wei, Xuelian Wu
2016	—	`conf`	Mental Disease Feature Extraction with MRI by 3D Convolutional Neural Network with Multi-channel Input. SmartCloud Lijun Cao, Zhi Liu, Xiaofu He, Yankun Cao, Ke-ning Li
2015	J	`jnl`	Infrared dynamic hand gesture recognition based on Gabor feature and sparse representation. EAI Endorsed Trans. Self Adapt. Syst. Lei Shang, Zhi Liu, Haixia Zhang
2015	—	`conf`	Multiple Objects Tracking and Identification Based on Sparse Representation in Surveillance Video. BigMM Bin Sun, Zhi Liu, Yulin Sun, Fangqi Su, Lijun Cao, Haixia Zhang
2015	J	`jnl`	Robust and Adaptive Block Tracking Method Based on Particle Filter. EAI Endorsed Trans. Cogn. Commun. Bin Sun, Zhi Liu, Haixia Zhang
2015	J	`jnl`	Segmentation of White Blood Cells through Nucleus Mark Watershed Operations and Mean Shift Clustering. Sensors Zhi Liu, Jing Liu, Xiaoyan Xiao, Hui Yuan, Xiaomei Li, Jun Chang, Chengyun Zheng
2014	—	`conf`	Image Processing Technology in the Palm Diagnosis in Traditional Chinese Medicine. ICMB Ming Fang, Zhi Liu, Hongjun Wang
2014	—	`conf`	Novel unsymmetrical dual cross-diamond search algorithm for fast block motion estimation. ICAILP Bin Sun, Zhi Liu, Haixia Zhang
2014	J	`jnl`	White Blood Cell Segmentation by Color-Space-Based K-Means Clustering. Sensors Congcong Zhang, Xiaoyan Xiao, Xiaomei Li, Ying-Jie Chen, Wu Zhen, Jun Chang, Chengyun Zheng, Zhi Liu
2013	—	`conf`	Finger Vein Recognition Based on Gabor Filter. IScIDE Hong Zhang, Zhi Liu, Qijun Zhao, Congcong Zhang, Dandan Fan
2013	J	`jnl`	Specific Random Trees for Random Forest. IEICE Trans. Inf. Syst. Zhi Liu, Zhaocai Sun, Hongjun Wang
2013	—	`conf`	The CFVD Reflection-Type Finger-Vein Image Database with Evaluation Baseline. CCBR Congcong Zhang, Xiaomei Li, Zhi Liu, Qijun Zhao, Hui Xu, Fangqi Su
2012	J	`jnl`	An embedded real-time finger-vein recognition system for mobile devices. IEEE Trans. Consumer Electron. Zhi Liu, Shangling Song
2012	—	`conf`	Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification. Web Intelligence Zhaocai Sun, Yunming Ye, Xiaofeng Zhang, Zhexue Huang, Shudong Chen, Zhi Liu
2012	J	`jnl`	Tongue Tumor Detection in Medical Hyperspectral Images. Sensors Zhi Liu, Hongjun Wang, Qingli Li
2011	Misc	`conf`	Tongue verification with manifold learning. ICNC Zhi Liu, Hongjun Wang, Wei Jiang, Huawei Zhuang
2010	J	`jnl`	Dynamic tongueprint: A novel biometric identifier. Pattern Recognit. David Zhang, Zhi Liu, Jingqi Yan
2010	J	`jnl`	Finger vein recognition with manifold learning. J. Netw. Comput. Appl. Zhi Liu, Yilong Yin, Hongjun Wang, Shangling Song, Qingli Li
2010	J	`jnl`	Sexual Dimorphism Analysis and Gender Classification in 3D Human Face. IEICE Trans. Inf. Syst. Yuan Hu, Li Lu, Jingqi Yan, Zhi Liu, Pengfei Shi
2009	—	`conf`	Finger-Articular Back Texture Recognition Based on Log Gabor. ICNC (6) Shangling Song, Changyu Wang, Liangmo Mei, Zhi Liu
2009	J	`jnl`	Tongue color analysis and discrimination based on hyperspectral images. Comput. Medical Imaging Graph. Qingli Li, Zhi Liu
2007	—	`conf`	Tongue-Print: A Novel Biometrics Pattern. ICB David Zhang, Zhi Liu, Jingqi Yan, Pengfei Shi