Chengzhang Zhu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 65

Top Topics

Norm Regularization

Vessel Segmentation

Abnormal Event Detection

Top Venues

Biomed. Signal Process. Control.

Publications

Zexin Ji, Beiji Zou, Xiaoyan Kui, Jun Liu, Wei Zhao, Chengzhang Zhu, Peishan Dai, Yulan Dai
Deep learning-based magnetic resonance image super-resolution: a survey. Neural Comput. Appl. 36 (21) (2024)
Ling Xiao, Beiji Zou, Xiaoyan Kui, Chengzhang Zhu, Wensheng Zhang, Xuebing Yang, Bob Zhang
A multi-feature-based intelligent redundancy elimination scheme for cloud-assisted health systems. CAAI Trans. Intell. Technol. 9 (2) (2024)
Zexin Ji, Beiji Zou, Xiaoyan Kui, Yang Li, Jun Liu, Wei Zhao, Chengzhang Zhu, Yulan Dai
Reconstruction-Guided Multi-Stage Network For MRI Super-Resolution. CVDL (2024)
Ryan Hare, Ying Tang, Chengzhang Zhu
Combining Gamification and Intelligent Tutoring Systems for Engineering Education. FIE (2023)
Daniel D. Kim, Rajat S. Chandra, Jian Peng, Jing Wu, Xue Feng, Michael Atalay, Chetan Bettegowda, Craig Jones, Haris I. Sair, Wei-hua Liao, Chengzhang Zhu, Beiji Zou, Li Yang, Anahita Fathi Kazerooni, Ali Nabavizadeh, Harrison X. Bai, Zhicheng Jiao
Active Learning in Brain Tumor Segmentation with Uncertainty Sampling, Annotation Redundancy Restriction, and Data Initialization. CoRR (2023)
Ling Xiao, Beiji Zou, Chengzhang Zhu, Fanbo Nie
ESDedup: An efficient and secure deduplication scheme based on data similarity and blockchain for cloud-assisted medical storage systems. J. Supercomput. 79 (3) (2023)
Jianbiao Peng, Beiji Zou, Chengzhang Zhu
Combining external attention GAN with deep convolutional neural networks for real-fake identification of luxury handbags. Vis. Comput. 39 (3) (2023)
Luobin Cui, Chengzhang Zhu, Ryan Hare, Ying Tang
MetaEdu: a new framework for future education. Discov. Artif. Intell. 3 (1) (2023)
Zexin Ji, Xiaoyan Kui, Shenghui Liao, Chengzhang Zhu, Yang Li, Yulan Dai, Beiji Zou
Wavelet-aware Transformer Network for Multi-contrast Knee MRI Super-resolution. BIBM (2023)
Yulan Dai, Beiji Zou, Chengzhang Zhu, Yang Li, Zhi Chen, Zexin Ji, Xiaoyan Kui, Wensheng Zhang
DE-JANet: A unified network based on dual encoder and joint attention for Alzheimer's disease classification using multi-modal data. Comput. Biol. Medicine 165 (2023)
Zhuoqun Xia, Qisheng Jiang, Wenjing Li, Hangyu Hu, Chengzhang Zhu, Ziwei Zou
A Two-stream Channel Cross Enhancement Network for Diabetic Retinopathy Classification. IJCNN (2023)
Jianbiao Peng, Beiji Zou, Chengzhang Zhu
A two-stage deep learning framework for counterfeit luxury handbag detection in logo images. Signal Image Video Process. 17 (4) (2023)
Meng Zeng, Beiji Zou, Xiaoyan Kui, Chengzhang Zhu, Ling Xiao, Zhi Chen, Jingyu Du
PA-LBF: Prefix-Based and Adaptive Learned Bloom Filter for Spatial Data. Int. J. Intell. Syst. 2023 (2023)
Meng Zeng, Beiji Zou, Wensheng Zhang, Xuebing Yang, Guilan Kong, Xiaoyan Kui, Chengzhang Zhu
Two-layer partitioned and deletable deep bloom filter for large-scale membership query. Inf. Syst. 119 (2023)
Chengzhang Zhu, Jeong Eun Ahn, Luobin Cui, Ryan Hare, Ying Tang
Engineering Human Body for Systematic and Computational Thinking. FIE (2023)
Beiji Zou, Zexin Ji, Chengzhang Zhu, Yulan Dai, Wensheng Zhang, Xiaoyan Kui
Multi-scale deformable transformer for multi-contrast knee MRI super-resolution. Biomed. Signal Process. Control. 79 (Part) (2023)
Zhuoqun Xia, Hangyu Hu, Wenjing Li, Qisheng Jiang, Chengzhang Zhu, Ziwei Zou
A Framework for Identifying Diabetic Retinopathy Based on patch attention and lesion location. IJCNN (2023)
Zhi Chen, Beiji Zou, Yulan Dai, Chengzhang Zhu, Guilan Kong, Wensheng Zhang
Medical visual question answering with symmetric interaction attention and cross-modal gating. Biomed. Signal Process. Control. 85 (2023)
Beiji Zou, Meng Zeng, Chengzhang Zhu, Ling Xiao, Zhi Chen
A Learned Prefix Bloom Filter for Spatial Data. DEXA (1) (2022)
Chengzhang Zhu, Longbing Cao, Jianping Yin
Unsupervised Heterogeneous Coupling Learning for Categorical Representation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (1) (2022)
Beiji Zou, Zhi Chen, Chengzhang Zhu, Ling Xiao, Meng Zeng
Entity-level Attention Pooling and Information Gating for Document-level Relation Extraction. ICPR (2022)
Beiji Zou, Tao Zhang, Chengzhang Zhu, Ling Xiao, Meng Zeng, Zhi Chen
Alps: An Adaptive Load Partitioning Scaling Solution for Stream Processing System on Skewed Stream. DEXA (2) (2022)
Zhijiang Shi, Shuai Ye, Chengzhang Zhu, Yuqi Zhu, Hao Li, Xinhai Xu
UHRCS: A High-Throughput Platform for Real-time Cameras-Sampling based on UE4. SMC (2022)
Shu Liu, Xiaoyu Wang, Chengzhang Zhu, Beiji Zou
GRVT: Toward Effective Grocery Recognition via Vision Transformer. CGI (2022)
Beiji Zou, Fanbo Nie, Ling Xiao, Tao Zhang, Chengzhang Zhu
MeDA: Using Blockchain for Patient-Controlled Medical Data Auditing in Institutions. CCGRID (2022)
Chengzhang Zhu, Han Wang, Yalong Xiao, Yulan Dai, Zixi Liu, Beiji Zou
OVS-Net: An effective feature extraction network for optical coherence tomography angiography vessel segmentation. Comput. Animat. Virtual Worlds 33 (3-4) (2022)
Yang Li, Beiji Zou, Yulan Dai, Chengzhang Zhu, Fan Yang, Xin Li, Harrison X. Bai, Zhicheng Jiao
Parameter-Free Latent Space Transformer for Zero-Shot Bidirectional Cross-modality Liver Segmentation. MICCAI (4) (2022)
Siqi Wang, Guang Yu, Zhiping Cai, En Zhu, Xinwang Liu, Jianping Yin, Chengzhang Zhu
Sensing Anomalies like Humans: A Hominine Framework to Detect Abnormal Events from Unlabeled Videos. CoRR (2021)
Chengzhang Zhu, Zhe Chang, Yalong Xiao, Beiji Zou, Bozhou Li, Shu Liu
Cluster-Based Distribution Alignment For Generalizable Person Re-Identification. ICME Workshops (2021)
Beiji Zou, Yulan Dai, Qi He, Chengzhang Zhu, Geng Liu, Yu Su, Rui Tang
Multi-Label Classification Scheme Based on Local Regression for Retinal Vessel Segmentation. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Longbing Cao, Chengzhang Zhu
Personalized next-best action recommendation with multi-party interaction learning for automated decision-making. CoRR (2021)
Ling Xiao, Beiji Zou, Chengzhang Zhu, Meng Zeng, Zhi Chen
HFBT: An Efficient Hierarchical Fault-tolerant Method for Cloud Storage System. ISPA/BDCloud/SocialCom/SustainCom (2021)
Longbing Cao, Chengzhang Zhu
Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science. CoRR (2021)
Chengzhang Zhu, Longbing Cao, Jianping Yin
Unsupervised Heterogeneous Coupling Learning for Categorical Representation. CoRR (2020)
Chengzhang Zhu, Qi Zhang, Longbing Cao, Arman Abrahamyan
Mix2Vec: Unsupervised Mixed Data Representation. DSAA (2020)
Shuhui Fan, Shaojing Fu, Haoran Xu, Chengzhang Zhu
Expose Your Mask: Smart Ponzi Schemes Detection on Blockchain. IJCNN (2020)
Qiang Liu, Wentao Zhao, Minghui Wu, Chengzhang Zhu
Web Security Education in A Multidisciplinary Learning Context. ACM TUR-C (2020)
Beiji Zou, ZhiYou He, Rongchang Zhao, Chengzhang Zhu, Wangmin Liao, Shuo Li
Non-rigid retinal image registration using an unsupervised structure-driven regression network. Neurocomputing 404 (2020)
Rongkun Zhang, Dan Liu, Wentao Zhao, Qiang Liu, Chengzhang Zhu
A Simple yet Effective Unsupervised Adversarial Example Generation Framework for Vulnerability Assessment on Deep Learning. NCTCS (2020)
Qian Li, Qiang Wu, Chengzhang Zhu, Jian Zhang, Wentao Zhao
An Inferable Representation Learning for Fraud Review Detection with Cold-start Problem. IJCNN (2019)
Beiji Zou, Changlong Chen, Rongchang Zhao, Ping-Bo Ouyang, Chengzhang Zhu, Qilin Chen, Xuanchu Duan
A novel glaucomatous representation method based on Radon and wavelet transform. BMC Bioinform. (25) (2019)
Qian Li, Qiang Wu, Chengzhang Zhu, Jian Zhang
Bi-Level Masked Multi-scale CNN-RNN Networks for Short Text Representation. ICDAR (2019)
Qian Li, Qiang Wu, Chengzhang Zhu, Jian Zhang, Wentao Zhao
Unsupervised User Behavior Representation for Fraud Review Detection with Cold-Start Problem. PAKDD (1) (2019)
Chengzhang Zhu, Rong Hu, Beiji Zou, Rongchang Zhao, Changlong Chen, Yalong Xiao
Automatic Diabetic Retinopathy Screening via Cascaded Framework Based on Image- and Lesion-Level Features Fusion. J. Comput. Sci. Technol. 34 (6) (2019)
Chengzhang Zhu, Longbing Cao, Qiang Liu, Jianping Yin, Vipin Kumar
Heterogeneous Metric Learning of Categorical Data with Hierarchical Couplings. IEEE Trans. Knowl. Data Eng. 30 (7) (2018)
Siqi Wang, Yijie Zeng, Qiang Liu, Chengzhang Zhu, En Zhu, Jianping Yin
Detecting Abnormality without Knowing Normality: A Two-stage Approach for Unsupervised Video Abnormal Event Detection. ACM Multimedia (2018)
Yalong Xiao, Shigeng Zhang, Jianxin Wang, Chengzhang Zhu
A Novel Indoor Localization Algorithm for Efficient Mobility Management in Wireless Networks. Wirel. Commun. Mob. Comput. 2018 (2018)
Beiji Zou, Qilin Chen, Rongchang Zhao, Ping-Bo Ouyang, Chengzhang Zhu, Xuanchu Duan
An Approach for Glaucoma Detection Based on the Features Representation in Radon Domain. ICIC (2) (2018)
Qi He, Beiji Zou, Chengzhang Zhu, Xiyao Liu, Hongpu Fu, Lei Wang
Multi-Label Classification Scheme Based on Local Regression for Retinal Vessel Segmentation. ICIP (2018)
Quangui Zhang, Longbing Cao, Chengzhang Zhu, Zhiqiang Li, Jinguang Sun
CoupledCF: Learning Explicit and Implicit User-item Couplings in Recommendation for Deep Collaborative Filtering. IJCAI (2018)
Guohan Zhao, Lingyun Xiang, Chengzhang Zhu, Feng Li
Two-stage Unsupervised Multiple Kernel Extreme Learning Machine. IJCNN (2018)
Beiji Zou, Changlong Chen, Chengzhang Zhu, Xuanchu Duan, Zailiang Chen
Classified optic disc localization algorithm based on verification model. Comput. Graph. 70 (2018)
Mohammed Nurudeen, Beiji Zou, Chengzhang Zhu, Rongchang Zhao
Crime prediction and mapping based on real time video analysis. J. Ambient Intell. Smart Environ. 10 (2) (2018)
Wentao Zhao, Qian Li, Chengzhang Zhu, Jianglong Song, Xinwang Liu, Jianping Yin
Model-aware categorical data embedding: a data-driven approach. Soft Comput. 22 (11) (2018)
Lihuan Yuan, Qiang Liu, Mengchi Lu, Sihang Zhou, Chengzhang Zhu, Jianping Yin
A highly efficient human activity classification method using mobile data from wearable sensors. Int. J. Sens. Networks 25 (2) (2017)
Fan Guo, Da Xiang, Beiji Zou, Chengzhang Zhu, Shengnan Wang
Retinal Blood Vessel Segmentation Using Extreme Learning Machine. J. Adv. Comput. Intell. Intell. Informatics 21 (7) (2017)
Chengzhang Zhu, Beiji Zou, Rongchang Zhao, Jinkai Cui, Xuanchu Duan, Zailiang Chen, Yixiong Liang
Retinal vessel segmentation in colour fundus images using Extreme Learning Machine. Comput. Medical Imaging Graph. 55 (2017)
Xueci Zhao, Chengzhang Zhu, Lizhi Cheng
Coupled Bayesian Matrix Factorization in Recommender Systems. DSAA (2017)
Beiji Zou, Mohammed Nurudeen, Chengzhang Zhu, Rongchang Zhao
Crime Hotspot Detection and Monitoring Using Video Based Event Modeling and Mapping Techniques. Int. J. Comput. Intell. Syst. 10 (1) (2017)
Jianglong Song, Chengzhang Zhu, Wentao Zhao, Wenjie Liu, Qiang Liu
Model-Aware Representation Learning for Categorical Data with Hierarchical Couplings. ICANN (2) (2017)
Beiji Zou, Yao Chen, Chengzhang Zhu, Zailiang Chen, Zi-Qian Zhang
Supervised Vessels Classification Based on Feature Selection. J. Comput. Sci. Technol. 32 (6) (2017)
Qiang Liu, Sihang Zhou, Chengzhang Zhu, Xinwang Liu, Jianping Yin
MI-ELM: Highly efficient multi-instance learning based on hierarchical extreme learning machine. Neurocomputing 173 (2016)
Hui Wu, Beiji Zou, Yu-qian Zhao, Zailiang Chen, Chengzhang Zhu, Jianjing Guo
Natural scene text detection by multi-scale adaptive color clustering and non-text filtering. Neurocomputing 214 (2016)
Sihang Zhou, Xinwang Liu, Qiang Liu, Siqi Wang, Chengzhang Zhu, Jianping Yin
-norm regularization. Neurocomputing 174 (2016)
Lili Zhao, Kuan Li, Mao Wang, Jianping Yin, En Zhu, Chengkun Wu, Siqi Wang, Chengzhang Zhu
Automatic cytoplasm and nuclei segmentation for color cervical smear image using an efficient gap-search MRF. Comput. Biol. Medicine 71 (2016)
Beiji Zou, Qing Liu, Zailiang Chen, Hongpu Fu, Chengzhang Zhu
Surroundedness based multiscale saliency detection. J. Vis. Commun. Image Represent. 33 (2015)
Qiang Liu, Chengzhang Zhu, Xiping Hu, Wentao Zhao
CIS: Community-based information sharing mechanism for automotive IoT. WF-IoT (2015)
Chengzhang Zhu, Beiji Zou, Yao Xiang, Jinkai Cui, Hui Wu
An Improved Retinal Vessel Segmentation Method Based on Supervised Learning. CAD/Graphics (2015)
Yi Zheng, Weihong Han, Chengzhang Zhu
A Novel Feature Selection Method Based on Category Distribution and Phrase Attributes. ISCTCS (2014)
Sihang Zhou, Xinwang Liu, Chengzhang Zhu, Qiang Liu, Jianping Yin
Spectral clustering-based local and global structure preservation for feature selection. IJCNN (2014)
Chengzhang Zhu, Xinwang Liu, Sihang Zhou, Qiang Liu, Jianping Yin
A binary feature selection framework in kernel spaces. IJCNN (2014)