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2020 – today
- 2025
[j33]Chengzhang Zhu, Renmao Zhang, Yalong Xiao
, Beiji Zou, Zhangzheng Yang, Jianfeng Li, Xinze Li:
Multi-perspective feature compensation enhanced network for medical image segmentation. Biomed. Signal Process. Control. 100: 107099 (2025)- 2024
- [j32]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): 491-510 (2024) - [j31]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): 12725-12752 (2024) - [c35]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: 6:1-6:5 - [c34]Chengzhang Zhu, Renmao Zhang, Yalong Xiao, Beiji Zou, Xian Chai, Zhangzheng Yang, Lan Hua, Xuanchu Duan:
An Effective Dual-Scale Hybrid Encoder Network for Medical Image Segmentation. IJCNN 2024: 1-8 - [i6]Xinze Li, Runlin Huang, Zhenghao Wu, Bohan Yang, Wentao Fan, Chengzhang Zhu, Weifeng Su:
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation. CoRR abs/2410.15916 (2024) - 2023
- [j30]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): 104154 (2023) - [j29]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: 105049 (2023) - [j28]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: 107396 (2023) - [j27]Luobin Cui, Chengzhang Zhu, Ryan Hare, Ying Tang:
MetaEdu: a new framework for future education. Discov. Artif. Intell. 3(1) (2023) - [j26]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: 1-19 (2023) - [j25]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: 102267 (2023) - [j24]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): 1439-1448 (2023) - [j23]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): 2932-2960 (2023) - [j22]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): 971-982 (2023) - [c33]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: 3037-3044 - [c32]Ryan Hare, Ying Tang, Chengzhang Zhu:
Combining Gamification and Intelligent Tutoring Systems for Engineering Education. FIE 2023: 1-5 - [c31]Chengzhang Zhu, Jeong Eun Ahn, Luobin Cui, Ryan Hare, Ying Tang:
Engineering Human Body for Systematic and Computational Thinking. FIE 2023: 1-5 - [c30]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: 1-8 - [c29]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: 1-7 - [i5]Daniel D. Kim, Rajat S. Chandra, Jian Peng, Jing Wu, Xue Feng, Michael Atalay, Chetan Bettegowda, Craig K. 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 abs/2302.10185 (2023) - 2022
- [j21]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) - [j20]Chengzhang Zhu, Longbing Cao, Jianping Yin:
Unsupervised Heterogeneous Coupling Learning for Categorical Representation. IEEE Trans. Pattern Anal. Mach. Intell. 44(1): 533-549 (2022) - [c28]Beiji Zou, Fanbo Nie, Ling Xiao, Tao Zhang, Chengzhang Zhu:
MeDA: Using Blockchain for Patient-Controlled Medical Data Auditing in Institutions. CCGRID 2022: 297-306 - [c27]Shu Liu, Xiaoyu Wang, Chengzhang Zhu, Beiji Zou:
GRVT: Toward Effective Grocery Recognition via Vision Transformer. CGI 2022: 266-277 - [c26]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: 17-31 - [c25]Beiji Zou, Meng Zeng, Chengzhang Zhu, Ling Xiao, Zhi Chen:
A Learned Prefix Bloom Filter for Spatial Data. DEXA (1) 2022: 336-350 - [c24]Beiji Zou, Zhi Chen, Chengzhang Zhu, Ling Xiao, Meng Zeng:
Entity-level Attention Pooling and Information Gating for Document-level Relation Extraction. ICPR 2022: 1407-1413 - [c23]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: 619-628 - [c22]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: 3396-3402 - 2021
- [j19]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): 2586-2597 (2021) - [c21]Chengzhang Zhu, Zhe Chang, Yalong Xiao, Beiji Zou, Bozhou Li, Shu Liu:
Cluster-Based Distribution Alignment For Generalizable Person Re-Identification. ICME Workshops 2021: 1-6 - [c20]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: 27-36 - [i4]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 abs/2108.01975 (2021) - [i3]Longbing Cao, Chengzhang Zhu:
Personalized next-best action recommendation with multi-party interaction learning for automated decision-making. CoRR abs/2108.08846 (2021) - [i2]Longbing Cao, Chengzhang Zhu:
Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science. CoRR abs/2112.01830 (2021) - 2020
- [j18]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: 14-25 (2020) - [c19]Qiang Liu, Wentao Zhao, Minghui Wu, Chengzhang Zhu:
Web Security Education in A Multidisciplinary Learning Context. ACM TUR-C 2020: 1-7 - [c18]Chengzhang Zhu, Qi Zhang, Longbing Cao, Arman Abrahamyan:
Mix2Vec: Unsupervised Mixed Data Representation. DSAA 2020: 118-127 - [c17]Shuhui Fan, Shaojing Fu, Haoran Xu, Chengzhang Zhu:
Expose Your Mask: Smart Ponzi Schemes Detection on Blockchain. IJCNN 2020: 1-7 - [c16]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: 107-122 - [i1]Chengzhang Zhu, Longbing Cao, Jianping Yin:
Unsupervised Heterogeneous Coupling Learning for Categorical Representation. CoRR abs/2007.10720 (2020)
2010 – 2019
- 2019
- [b1]Chengzhang Zhu:
Non-IID representation learning on complex categorical data. University of Technology Sydney, Australia, 2019 - [j17]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. 20-S(25): 693 (2019) - [j16]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): 1307-1318 (2019) - [c15]Qian Li, Qiang Wu, Chengzhang Zhu, Jian Zhang:
Bi-Level Masked Multi-scale CNN-RNN Networks for Short Text Representation. ICDAR 2019: 888-893 - [c14]Qian Li, Qiang Wu, Chengzhang Zhu, Jian Zhang, Wentao Zhao:
An Inferable Representation Learning for Fraud Review Detection with Cold-start Problem. IJCNN 2019: 1-8 - [c13]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: 222-236 - 2018
- [j15]Beiji Zou, Changlong Chen, Chengzhang Zhu, Xuanchu Duan, Zailiang Chen:
Classified optic disc localization algorithm based on verification model. Comput. Graph. 70: 281-287 (2018) - [j14]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): 221-239 (2018) - [j13]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): 3603-3619 (2018) - [j12]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): 1254-1267 (2018) - [j11]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: 9517942:1-9517942:12 (2018) - [c12]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: 259-264 - [c11]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: 2765-2769 - [c10]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: 3662-3668 - [c9]Guohan Zhao, Lingyun Xiang, Chengzhang Zhu, Feng Li:
Two-stage Unsupervised Multiple Kernel Extreme Learning Machine. IJCNN 2018: 1-6 - [c8]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: 636-644 - 2017
- [j10]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: 68-77 (2017) - [j9]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): 962-969 (2017) - [j8]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): 86-92 (2017) - [j7]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): 1280-1290 (2017) - [j6]Beiji Zou, Yao Chen, Chengzhang Zhu, Zailiang Chen, Zi-Qian Zhang:
Supervised Vessels Classification Based on Feature Selection. J. Comput. Sci. Technol. 32(6): 1222-1230 (2017) - [c7]Xueci Zhao, Chengzhang Zhu, Lizhi Cheng:
Coupled Bayesian Matrix Factorization in Recommender Systems. DSAA 2017: 522-528 - [c6]Jianglong Song, Chengzhang Zhu, Wentao Zhao, Wenjie Liu, Qiang Liu:
Model-Aware Representation Learning for Categorical Data with Hierarchical Couplings. ICANN (2) 2017: 242-249 - 2016
- [j5]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: 46-56 (2016) - [j4]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: 1044-1053 (2016) - [j3]Sihang Zhou, Xinwang Liu, Qiang Liu, Siqi Wang, Chengzhang Zhu, Jianping Yin:
Random Fourier extreme learning machine with ℓ2, 1-norm regularization. Neurocomputing 174: 143-153 (2016) - [j2]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: 1011-1025 (2016) - 2015
- [j1]Beiji Zou, Qing Liu, Zailiang Chen, Hongpu Fu, Chengzhang Zhu:
Surroundedness based multiscale saliency detection. J. Vis. Commun. Image Represent. 33: 378-388 (2015) - [c5]Chengzhang Zhu, Beiji Zou, Yao Xiang, Jinkai Cui, Hui Wu:
An Improved Retinal Vessel Segmentation Method Based on Supervised Learning. CAD/Graphics 2015: 216-217 - [c4]Qiang Liu, Chengzhang Zhu, Xiping Hu, Wentao Zhao:
CIS: Community-based information sharing mechanism for automotive IoT. WF-IoT 2015: 138-142 - 2014
- [c3]Sihang Zhou, Xinwang Liu, Chengzhang Zhu, Qiang Liu, Jianping Yin:
Spectral clustering-based local and global structure preservation for feature selection. IJCNN 2014: 550-557 - [c2]Chengzhang Zhu, Xinwang Liu, Sihang Zhou, Qiang Liu, Jianping Yin:
A binary feature selection framework in kernel spaces. IJCNN 2014: 4190-4197 - [c1]Yi Zheng, Weihong Han, Chengzhang Zhu:
A Novel Feature Selection Method Based on Category Distribution and Phrase Attributes. ISCTCS 2014: 25-32
Coauthor Index
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