A fingerprint classification algorithm research and implement. - Yuanning Liu; Senmiao Yuan; Xiaodong Zhu 001; Yongliang Zhang (ICARCV, 2002)

A Quality Evaluation Method of Iris Images Sequence Based on Wavelet Coefficients in "Region of Interest". - Xiaodong Zhu 001; Yuan-Ning Liu; Xing Ming; Qing-liang Cui (CIT, 2004)

Iris Recognition Based on Quadratic Spline Wavelet Multi-scale Decomposition. - Xing Ming; Xiaodong Zhu 001; Zhengxuan Wang (IbPRIA (2), 2005)

Multi-Matching Process Based on Wavelet Transform for Iris Recognition. - Xing Ming; Zhihui Li 003; Zhengxuan Wang; Xiaodong Zhu 001 (WACV/MOTION, 2005)

Morphological Zerotree Compression Coding Based on Integer Wavelet Transform for Iris Image. - Yuanning Liu; Xiaodong Zhu 001; Lingge Sui; Zhen Liu (AINA Workshops (1), 2007)

A new feature selection algorithm based on binomial hypothesis testing for spam filtering. - Jieming Yang; Yuanning Liu; Zhen Liu; Xiaodong Zhu 001; Xiaoxu Zhang (Knowl. Based Syst., 2011)

A new feature selection based on comprehensive measurement both in inter-category and intra-category for text categorization. - Jieming Yang; Yuanning Liu; Xiaodong Zhu 001; Zhen Liu; Xiaoxu Zhang (Inf. Process. Manag., 2012)

A Novel Iris Image Quality Evaluation Based on Coarse-to-Fine Method. - Ying Chen 023; Yuanning Liu; Xiaodong Zhu 001; Xiaoxu Zhang; Haiying Xu; Guang Huo; Ning Deng 009 (CCBR, 2013)

The Affection of Gabor Parameters to Iris Recognition and Their Optimization. - Fei He 003; Yuanning Liu; Xiaodong Zhu 001; Weijie Deng; Xiaoxu Zhang; Guang Huo (CCBR, 2013)

An Effective Iris Recognition Method Based on Scale Invariant Feature Transformation. - Guang Huo; Yuanning Liu; Xiaodong Zhu 001; Hongye Wang; Lijiao Yu; Fei He 003; Si Gao; Hongxing Dong (CCBR, 2014)

Multiple local feature representations and their fusion based on an SVR model for iris recognition using optimized Gabor filters. - Fei He 003; Yuanning Liu; Xiaodong Zhu 001; Chun Huang; Ye Han; Hongxing Dong (EURASIP J. Adv. Signal Process., 2014)

Score level fusion scheme based on adaptive local Gabor features for face-iris-fingerprint multimodal biometric. - Fei He 003; Yuanning Liu; Xiaodong Zhu 001; Chun Huang; Ye Han; Ying Chen 023 (J. Electronic Imaging, 2014)

Two-step based hybrid feature selection method for spam filtering. - Youwei Wang; Yuanning Liu; Xiaodong Zhu 001 (J. Intell. Fuzzy Syst., 2014)

An Iris Recognition Method Based on Annule-energy Feature. - Guang Huo; Yuanning Liu; Xiaodong Zhu 001; Chun Huang; Fei He 003; Si Gao; Hongxing Dong; Lijiao Yu; Xia Yang (CCBR, 2015)

An Efficient Iris Recognition Method Based on Restricted Boltzmann Machine. - Guang Huo; Yuanning Liu; Xiaodong Zhu 001; Jianfeng Wu (CCBR, 2015)

Robust iris segmentation algorithm based on self-adaptive Chan-Vese level set model. - Ying Chen 023; Yuanning Liu; Xiaodong Zhu 001 (J. Electronic Imaging, 2015)

Secondary iris recognition method based on local energy-orientation feature. - Guang Huo; Yuanning Liu; Xiaodong Zhu 001; Hongxing Dong (J. Electronic Imaging, 2015)

Face-iris multimodal biometric scheme based on feature level fusion. - Guang Huo; Yuanning Liu; Xiaodong Zhu 001; Hongxing Dong; Fei He 003 (J. Electronic Imaging, 2015)

Novel feature selection method based on harmony search for email classification. - Youwei Wang; Yuanning Liu; Lizhou Feng; Xiaodong Zhu 001 (Knowl. Based Syst., 2015)

Novel robust multiple watermarking against regional attacks of digital images. - Yuanning Liu; Youwei Wang; Xiaodong Zhu 001 (Multim. Tools Appl., 2015)

Term frequency combined hybrid feature selection method for spam filtering. - Yuanning Liu; Youwei Wang; Lizhou Feng; Xiaodong Zhu 001 (Pattern Anal. Appl., 2016)

Iris Recognition Based on Adaptive Gabor Filter. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Guang Huo; Jingwei Cui; Yihao Chen (CCBR, 2017)

Iris double recognition based on modified evolutionary neural network. - Shuai Liu 006; Yuan-Ning Liu; Xiaodong Zhu 001; Guang Huo; Wen-Tao Liu; Jia-Kai Feng (J. Electronic Imaging, 2017)

Gabor Filtering and Adaptive Optimization Neural Network for Iris Double Recognition. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Zhen Liu; Guang Huo; Tong Ding; Kuo Zhang (CCBR, 2018)

Constrained Sequence Iris Quality Evaluation Based on Causal Relationship Decision Reasoning. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Hao Zhang 064; Guang Huo; Guangyu Wang; Jingwei Cui; Xinlong Li; Zukang Wu; Zhiyi Dong (CCBR, 2019)

Iris Recognition Based on Adaptive Optimization Log-Gabor Filter and RBF Neural Network. - Qixian Zhang; Xiaodong Zhu 001; Yuanning Liu; Guang Huo; Guangyu Wang; Shuai Liu 006; Tong Ding; Kuo Zhang; Kiese Diangebeni Reagan; Chaoqun Wang (CCBR, 2019)

A Multiclassification Method for Iris Data Based on the Hadamard Error Correction Output Code and a Convolutional Network. - Yaosong Cheng; Yuanning Liu; Xiaodong Zhu 001; Shuo Li (IEEE Access, 2019)

Statistical Cognitive Learning and Security Output Protocol for Multi-State Iris Recognition. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Guang Huo; Jingwei Cui; Qixian Zhang; Zukang Wu; Zhiyi Dong (IEEE Access, 2019)

A Deep Learning Iris Recognition Method Based on Capsule Network Architecture. - Tianming Zhao 005; Yuanning Liu; Guang Huo; Xiaodong Zhu 001 (IEEE Access, 2019)

Unsteady State Lightweight Iris Certification Based on Multi-Algorithm Parallel Integration. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Kuo Zhang; Tong Ding; Xinlong Li; Chaoqun Wang (Algorithms, 2019)

Multi-Source Feature Fusion and Entropy Feature Lightweight Neural Network for Constrained Multi-State Heterogeneous Iris Recognition. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Guang Huo; Jingwei Cui; Qixian Zhang; Zukang Wu; Xinlong Li; Chaoqun Wang (IEEE Access, 2020)

Current optimal active feedback and stealing response mechanism for low-end device constrained defocused iris certification. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Guang Huo; Jingwei Cui; Qixian Zhang; Zhiyi Dong; Xue Jiang (J. Electronic Imaging, 2020)

Heterogeneous iris certification method with universal sensors and safety output based on multisource fusion features and entropy labels of lightweight samples. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Guang Huo; Jingwei Cui; Qixian Zhang; Zukang Wu; Xinlong Li; Chaoqun Wang (J. Electronic Imaging, 2020)

Heterogeneous Iris One-to-One Certification with Universal Sensors Based On Quality Fuzzy Inference and Multi-Feature Fusion Lightweight Neural Network. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Guang Huo; Zukang Wu; Xinlong Li; Chaoqun Wang; Jingwei Cui (Sensors, 2020)

Construction of Hybrid Dual Radio Frequency RSSI (HDRF-RSSI) Fingerprint Database and Indoor Location Method. - Haotai Sun; Xiaodong Zhu 001; Yuanning Liu; Wentao Liu (Sensors, 2020)

WiFi Based Fingerprinting Positioning Based on Seq2seq Model. - Haotai Sun; Xiaodong Zhu 001; Yuanning Liu; Wentao Liu (Sensors, 2020)

GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks. - Tianming Zhao 005; Chunyang Chen 001; Yuanning Liu; Xiaodong Zhu 001 (ICSE, 2021)

PFSegIris: Precise and Fast Segmentation Algorithm for Multi-Source Heterogeneous Iris. - Lin Dong; Yuanning Liu; Xiaodong Zhu 001 (Algorithms, 2021)

Two-stage iris recognition model with continuous feature space based on image texture processing. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Jingwei Cui; Zhiyong Zhou (J. Electronic Imaging, 2021)

Towards More Accurate and Complete Iris Segmentation Using Hybrid Transformer U-Net. - Ye Sun; Yinan Lu; Yuanning Liu; Xiaodong Zhu 001 (IJCB, 2022)

Supervised Contrastive Learning and Intra-Dataset Adversarial Adaptation for Iris Segmentation. - Zhiyong Zhou; Yuanning Liu; Xiaodong Zhu 001; Shuai Liu 006; Shaoqiang Zhang; Yuanfeng Li (Entropy, 2022)

The Two-Stage Recognition Method Based on Texture Signals of the Heterogeneous Unsteady Iris. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Jing Liu; Guang Huo; Zhiyong Zhou (Int. J. Pattern Recognit. Artif. Intell., 2022)

SMRI: A New Method for siRNA Design for COVID-19 Therapy. - Meng-Xin Chen; Xiaodong Zhu 001; Hao Zhang 064; Zhen Liu; Yuan-Ning Liu (J. Comput. Sci. Technol., 2022)

Real-time iris segmentation model based on lightweight convolutional neural network. - Guang Huo; Dawei Lin; Yuanning Liu; Xiaodong Zhu 001; Meng Yuan (J. Electronic Imaging, 2022)

An iris quality evaluation method with pre-recognition screening function. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Zhen Liu (Multim. Tools Appl., 2022)

Toward More Accurate Heterogeneous Iris Recognition with Transformers and Capsules. - Zhiyong Zhou; Yuanning Liu; Xiaodong Zhu 001; Shuai Liu 006; Shaoqiang Zhang; Zhen Liu (MMM (1), 2023)

Accurate iris segmentation and recognition using an end-to-end unified framework based on MADNet and DSANet. - Ying Chen 023; Huimin Gan; Huiling Chen 001; Yugang Zeng; Liang Xu; Ali Asghar Heidari; Xiaodong Zhu 001; Yuanning Liu (Neurocomputing, 2023)

Robust iris segmentation based on ConvNeXts. - Lei Hao; Xiaodong Zhu 001; Qixian Zhang; Kai Chen; Jiahao Wang; Yunning Liu (J. Electronic Imaging, 2023)

MFPred: prediction of ncRNA families based on multi-feature fusion. - Kai Chen; Xiaodong Zhu 001; Jiahao Wang; Ziqi Zhao; Lei Hao; Xinsheng Guo; Yuanning Liu (Briefings Bioinform., 2023)

ncDENSE: a novel computational method based on a deep learning framework for non-coding RNAs family prediction. - Kai Chen; Xiaodong Zhu 001; Jiahao Wang; Lei Hao; Zhen Liu; Yuanning Liu (BMC Bioinform., 2023)

HAHNet: a convolutional neural network for HER2 status classification of breast cancer. - Jiahao Wang; Xiaodong Zhu 001; Kai Chen; Lei Hao; Yuanning Liu (BMC Bioinform., 2023)

Lifelong iris presentation attack detection without forgetting. - Zhiyong Zhou; Yuanning Liu; Xiaodong Zhu 001; Shuai Liu 006; Shaoqiang Zhang; Yuanfeng Li; Zhen Liu (J. Supercomput., 2024)

Data-knowledge driven: a new learning strategy for iris recognition. - Shuai Liu 006; Yuanning Liu; Xiaodong Zhu 001; Shaoqiang Zhang (Multim. Tools Appl., 2024)

Beyond Accuracy: An Empirical Study on Unit Testing in Open-source Deep Learning Projects. - Han Wang 023; Sijia Yu; Chunyang Chen 001; Burak Turhan; Xiaodong Zhu 001 (ACM Trans. Softw. Eng. Methodol., 2024)

Privacy-preserving cancelable multi-biometrics for identity information management. - Zhiyong Zhou; Yuanning Liu; Xiaodong Zhu 001; Shaoqiang Zhang; Zhen Liu (Inf. Process. Manag., 2025)