A Modified MCA EXIN Algorithm and Its Convergence Analysis. - Dezhong Peng; Zhang Yi 001; XiaoLin Xiang (ISNN (1), 2005)

Convergence analysis of a deterministic discrete time system of feng's MCA learning algorithm. - Dezhong Peng; Zhang Yi 001 (IEEE Trans. Signal Process., 2006)

Convergence analysis of a simple minor component analysis algorithm. - Dezhong Peng; Zhang Yi 001; Wenjing Luo (Neural Networks, 2007)

A Modified Oja-Xu MCA Learning Algorithm and Its Convergence Analysis. - Dezhong Peng; Zhang Yi 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2007)

Convergence analysis of the OJAn MCA learning algorithm by the deterministic discrete time method. - Dezhong Peng; Zhang Yi 001 (Theor. Comput. Sci., 2007)

Dynamics of Generalized PCA and MCA Learning Algorithms. - Dezhong Peng; Zhang Yi 001 (IEEE Trans. Neural Networks, 2007)

A stable MCA learning algorithm. - Dezhong Peng; Zhang Yi 001; Jiancheng Lv 001; Yong Xiang 001 (Comput. Math. Appl., 2008)

A neural networks learning algorithm for minor component analysis and its convergence analysis. - Dezhong Peng; Zhang Yi 001; Jiancheng Lv 001; Yong Xiang 001 (Neurocomputing, 2008)

On the discrete time dynamics of a self-stabilizing MCA learning algorithm. - Dezhong Peng; Zhang Yi 001; Yong Xiang 001 (Math. Comput. Model., 2008)

A unified learning algorithm to extract principal and minor components. - Dezhong Peng; Zhang Yi 001; Yong Xiang 001 (Digit. Signal Process., 2009)

Underdetermined Blind Source Separation Based on Relaxed Sparsity Condition of Sources. - Dezhong Peng; Yong Xiang 001 (IEEE Trans. Signal Process., 2009)

A new blind method for separating M+1 sources from M mixtures. - Dezhong Peng; Yong Xiang 001; Hieu Minh Trinh (Comput. Math. Appl., 2010)

Underdetermined blind separation of non-sparse sources using spatial time-frequency distributions. - Dezhong Peng; Yong Xiang 001 (Digit. Signal Process., 2010)

Estimation of basis frequencies for time-varying SIMO channels: a second-order method. - Dezhong Peng; Yong Xiang 001; Defeng Huang (IEEE Trans. Signal Process., 2010)

Effective Pseudonoise Sequence and Decoding Function for Imperceptibility and Robustness Enhancement in Time-Spread Echo-Based Audio Watermarking. - Yong Xiang 001; Dezhong Peng; Iynkaran Natgunanathan; Wanlei Zhou 001 (IEEE Trans. Multim., 2011)

CM-Based Blind Equalization of Time-Varying SIMO-FIR Channel With Single Pulsation Estimation. - Dezhong Peng; Yong Xiang 001; Zhang Yi 001; Shui Yu 001 (IEEE Trans. Veh. Technol., 2011)

A Dual-Channel Time-Spread Echo Method for Audio Watermarking. - Yong Xiang 001; Iynkaran Natgunanathan; Dezhong Peng; Wanlei Zhou 001; Shui Yu 001 (IEEE Trans. Inf. Forensics Secur., 2012)

A Globally Convergent MC Algorithm With an Adaptive Learning Rate. - Dezhong Peng; Zhang Yi 001; Yong Xiang 001; Haixian Zhang (IEEE Trans. Neural Networks Learn. Syst., 2012)

Locally linear representation for subspace learning and clustering - Liangli Zhen; Zhang Yi 001; Xi Peng 001; Dezhong Peng (CoRR, 2013)

Adaptive blind equalization of time-varying SIMO systems driven by QPSK inputs. - Dezhong Peng; Yong Xiang 001; Hieu Minh Trinh; Zhihong Man (Digit. Signal Process., 2013)

Free-gram phrase identification for modeling Chinese text. - Xi Peng 001; Zhang Yi 001; Xiao-Yong Wei; Dezhong Peng; Yongsheng Sang (Inf. Process. Lett., 2013)

Local Neighborhood Embedding for Unsupervised Nonlinear Dimension Reduction. - Liangli Zhen; Xi Peng 001; Dezhong Peng (J. Softw., 2013)

Novel Z-Domain Precoding Method for Blind Separation of Spatially Correlated Signals. - Yong Xiang 001; Dezhong Peng; Yang Xiang 001; Song Guo 001 (IEEE Trans. Neural Networks Learn. Syst., 2013)

A second-order blind equalization method robust to ill-conditioned SIMO FIR channels. - Yong Xiang 001; Liu Yang 002; Dezhong Peng; Shengli Xie (Digit. Signal Process., 2014)

Robust patchwork-based watermarking method for stereo audio signals. - Iynkaran Natgunanathan; Yong Xiang 001; Yue Rong; Dezhong Peng (Multim. Tools Appl., 2014)

Adjusting Parallel Coordinates for Investigating Multi-objective Search. - Liangli Zhen; Miqing Li; Ran Cheng; Dezhong Peng; Xin Yao 001 (SEAL, 2017)

Underdetermined Blind Separation by Combining Sparsity and Independence of Sources. - Peng Chen 007; Dezhong Peng; Liangli Zhen; Yifan Luo; Yong Xiang 001 (IEEE Access, 2017)

Second-Order Cyclostationary Statistics-Based Blind Source Extraction From Convolutional Mixtures. - Yong Xiang 001; Dezhong Peng; Indivarie Ubhayaratne; Bernard Rolfe; Michael Pereira (IEEE Access, 2017)

Precoding-Based Blind Separation of MIMO FIR Mixtures. - Liu Yang 002; Yong Xiang 001; Dezhong Peng (IEEE Access, 2017)

Kernel Truncated Regression Representation for Robust Subspace Clustering. - Liangli Zhen; Dezhong Peng; Xin Yao 001 (CoRR, 2017)

Underdetermined Blind Source Separation Using Sparse Coding. - Liangli Zhen; Dezhong Peng; Zhang Yi 001; Yong Xiang 001; Peng Chen 007 (IEEE Trans. Neural Networks Learn. Syst., 2017)

An Anonymous Authentication Scheme with the Enhanced Security for Wireless Communications. - Rui Chen 003; Dezhong Peng (Wirel. Pers. Commun., 2017)

Multiobjective Test Problems with Degenerate Pareto Fronts. - Liangli Zhen; Miqing Li; Ran Cheng; Dezhong Peng; Xin Yao 001 (CoRR, 2018)

A Novel NTRU-Based Handover Authentication Scheme for Wireless Networks. - Rui Chen 003; Dezhong Peng (IEEE Commun. Lett., 2018)

Local feature based multi-view discriminant analysis. - Peng Hu 002; Dezhong Peng; Jixiang Guo; Liangli Zhen (Knowl. Based Syst., 2018)

Massive MIMO Linear Precoding: A Survey. - Nusrat Fatema; Guang Hua 001; Yong Xiang 001; Dezhong Peng; Iynkaran Natgunanathan (IEEE Syst. J., 2018)

Spread Spectrum Audio Watermarking Using Multiple Orthogonal PN Sequences and Variable Embedding Strengths and Polarities. - Yong Xiang 001; Iynkaran Natgunanathan; Dezhong Peng; Guang Hua 001; Bo Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Deep Supervised Cross-Modal Retrieval. - Liangli Zhen; Peng Hu 002; Xu Wang 028; Dezhong Peng (CVPR, 2019)

A Semantic-Based Short-Text Fast Clustering Method on Hotline Records in Chengdu. - Xiaorong Pu; Kun Long; Kecheng Chen; Mei Xie; Jiancheng Lv 001; Dezhong Peng (DASC/PiCom/DataCom/CyberSciTech, 2019)

Separated Variational Hashing Networks for Cross-Modal Retrieval. - Peng Hu 002; Xu Wang 028; Liangli Zhen; Dezhong Peng (ACM Multimedia, 2019)

Scalable Deep Multimodal Learning for Cross-Modal Retrieval. - Peng Hu 002; Liangli Zhen; Dezhong Peng; Pei Liu (SIGIR, 2019)

An Improved Minor Component Analysis Algorithm Based on Convergence Analysis of 5G Multi-Dimensional Signals. - Peng Chen 007; Lei Wu; Dezhong Peng; Xiaoyue Gong; Victor Hugo C. de Albuquerque (IEEE Access, 2019)

Dual-Domain Audio Watermarking Algorithm Based on Flexible Segmentation and Adaptive Embedding. - Yifan Luo; Dezhong Peng; Yongsheng Sang; Yong Xiang 001 (IEEE Access, 2019)

A General Approach for Achieving Supervised Subspace Learning in Sparse Representation. - Jianshun Sang; Dezhong Peng; Yongsheng Sang (IEEE Access, 2019)

Progressive Average-Based Smart Meter Privacy Enhancement Using Rechargeable Batteries. - Iynkaran Natgunanathan; Mohammad Belayet Hossain; Yong Xiang 001; Longxiang Gao; Dezhong Peng; Jianxin Li 001 (IEEE Internet Things J., 2019)

Analysis and Improvement of a Mutual Authentication Scheme for Wireless Body Area Networks. - Rui Chen 003; Dezhong Peng (J. Medical Syst., 2019)

Multimodal adversarial network for cross-modal retrieval. - Peng Hu 002; Dezhong Peng; Xu Wang 028; Yong Xiang 001 (Knowl. Based Syst., 2019)

Adversarial correlated autoencoder for unsupervised multi-view representation learning. - Xu Wang 028; Dezhong Peng; Peng Hu 002; Yongsheng Sang (Knowl. Based Syst., 2019)

Improving rare disease classification using imperfect knowledge graph. - Xuedong Li; Yue Wang 035; Dongwu Wang; Walter Yuan; Dezhong Peng; Qiaozhu Mei (BMC Medical Informatics Decis. Mak., 2019)

Spectrogram based multi-task audio classification. - Yuni Zeng; Hua Mao; Dezhong Peng; Zhang Yi 001 (Multim. Tools Appl., 2019)

Multi-View Linear Discriminant Analysis Network. - Peng Hu 002; Dezhong Peng; Yongsheng Sang; Yong Xiang 001 (IEEE Trans. Image Process., 2019)

Objective reduction for visualising many-objective solution sets. - Liangli Zhen; Miqing Li; Dezhong Peng; Xin Yao 001 (Inf. Sci., 2020)

Kernel truncated regression representation for robust subspace clustering. - Liangli Zhen; Dezhong Peng; Wei Wang 283; Xin Yao 001 (Inf. Sci., 2020)

A robust watermarking method for MPEG-4 SLS audio. - Yifan Luo; Dezhong Peng (Multim. Tools Appl., 2020)

Contrastive Clustering. - Yunfan Li 003; Peng Hu 002; Jerry Zitao Liu; Dezhong Peng; Joey Tianyi Zhou; Xi Peng 001 (AAAI, 2021)

CLASS: A Novel Method for Chinese Legal Judgments Summarization. - Dongjin Li; Ke Yang; Lijun Zhang; Dawei Yin; Dezhong Peng (CSAE, 2021)

Deep drug-target binding affinity prediction with multiple attention blocks. - Yuni Zeng; Xiangru Chen; Yujie Luo; Xuedong Li; Dezhong Peng (Briefings Bioinform., 2021)

Global-Attention-Based Neural Networks for Vision Language Intelligence. - Pei Liu; Yingjie Zhou 001; Dezhong Peng; Dapeng Wu 001 (IEEE CAA J. Autom. Sinica, 2021)

DRSL: Deep Relational Similarity Learning for Cross-modal Retrieval. - Xu Wang 028; Peng Hu 002; Liangli Zhen; Dezhong Peng (Inf. Sci., 2021)

When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification. - Xuedong Li; Walter Yuan; Dezhong Peng; Qiaozhu Mei; Yue Wang 035 (BMC Medical Informatics Decis. Mak., 2021)

A robust digital watermarking method for depth-image-based rendering 3D video. - Yifan Luo; Dezhong Peng (Multim. Tools Appl., 2021)

Cross-modal discriminant adversarial network. - Peng Hu 002; Xi Peng 001; Hongyuan Zhu; Jie Lin 001; Liangli Zhen; Wei Wang 283; Dezhong Peng (Pattern Recognit., 2021)

UAVData: A dataset for unmanned aerial vehicle detection. - Yuni Zeng; Qianwen Duan; Xiangru Chen; Dezhong Peng; Yao Mao; Ke Yang (Soft Comput., 2021)

Joint Versus Independent Multiview Hashing for Cross-View Retrieval. - Peng Hu 002; Xi Peng 001; Hongyuan Zhu; Jie Lin 001; Liangli Zhen; Dezhong Peng (IEEE Trans. Cybern., 2021)

Evolving Deep Convolutional Variational Autoencoders for Image Classification. - Xiangru Chen; Yanan Sun 001; Mengjie Zhang 001; Dezhong Peng (IEEE Trans. Evol. Comput., 2021)

Approximation Algorithms for the Generalized Team Orienteering Problem and its Applications. - Wenzheng Xu; Weifa Liang; Zichuan Xu; Jian Peng 002; Dezhong Peng; Tang Liu 001; Xiaohua Jia; Sajal K. Das 001 (IEEE/ACM Trans. Netw., 2021)

Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification. - Tianyi Lei; Honghui Hu; Qiaoyang Luo; Dezhong Peng; Xu Wang 028 (COLING, 2022)

Maximizing h-hop Independently Submodular Functions Under Connectivity Constraint. - Wenzheng Xu; Dezhong Peng; Weifa Liang; Xiaohua Jia; Zichuan Xu; Pan Zhou 001; Weigang Wu; Xiang Chen 007 (INFOCOM, 2022)

Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval. - Yang Qin; Dezhong Peng; Xi Peng 001; Xu Wang 028; Peng Hu 002 (ACM Multimedia, 2022)

Feature and Semantic Views Consensus Hashing for Image Set Classification. - Yuan Sun 016; Dezhong Peng; Haixiao Huang; Zhenwen Ren (ACM Multimedia, 2022)

Multi-scaled self-attention for drug-target interaction prediction based on multi-granularity representation. - Yuni Zeng; Xiangru Chen; Dezhong Peng; Lijun Zhang; Haixiao Huang (BMC Bioinform., 2022)

Deep Fair Clustering via Maximizing and Minimizing Mutual Information. - Pengxin Zeng; Yunfan Li 003; Peng Hu 002; Dezhong Peng; Jiancheng Lv 001; Xi Peng 001 (CoRR, 2022)

Twin Contrastive Learning for Online Clustering. - Yunfan Li 003; Mouxing Yang; Dezhong Peng; Taihao Li; Jiantao Huang; Xi Peng 001 (Int. J. Comput. Vis., 2022)

MagicGAN: Multiagent Attacks Generate Interferential Category via GAN. - Yong Chen; Xu Wang 028; Peng Hu 002; Dezhong Peng (Knowl. Based Syst., 2022)

Improving patient self-description in Chinese online consultation using contextual prompts. - Xuedong Li; Dezhong Peng; Yue Wang 035 (BMC Medical Informatics Decis. Mak., 2022)

Deep Semisupervised Multiview Learning With Increasing Views. - Peng Hu 002; Xi Peng 001; Hongyuan Zhu; Liangli Zhen; Jie Lin 001; Huaibai Yan; Dezhong Peng (IEEE Trans. Cybern., 2022)

Deep Semisupervised Class- and Correlation-Collapsed Cross-View Learning. - Xu Wang 028; Peng Hu 002; Pei Liu; Dezhong Peng (IEEE Trans. Cybern., 2022)

Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer. - Zhi Wang 015; Yu Liu 029; Xin Luo 001; Jianjun Wang 003; Chao Gao; Dezhong Peng; Wu Chen 005 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval. - Xu Wang 028; Dezhong Peng; Ming Yan 007; Peng Hu 002 (AAAI, 2023)

RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval. - Yanglin Feng; Hongyuan Zhu; Dezhong Peng; Xi Peng 001; Peng Hu 002 (CVPR, 2023)

Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric. - Pengxin Zeng; Yunfan Li 003; Peng Hu 002; Dezhong Peng; Jiancheng Lv 001; Xi Peng 001 (CVPR, 2023)

Comprehensive and Delicate: An Efficient Transformer for Image Restoration. - Haiyu Zhao; Yuanbiao Gou; Boyun Li; Dezhong Peng; Jiancheng Lv 001; Xi Peng 001 (CVPR, 2023)

Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation. - Mingfeng Xue; Dayiheng Liu; Wenqiang Lei; Jie Fu 001; Jian Lan; Mei Li; Baosong Yang; Jun Xie; Yidan Zhang; Dezhong Peng; Jiancheng Lv 001 (EMNLP, 2023)

Dynamic Voting for Efficient Reasoning in Large Language Models. - Mingfeng Xue; Dayiheng Liu; Wenqiang Lei; Xingzhang Ren; Baosong Yang; Jun Xie; Yidan Zhang; Dezhong Peng; Jiancheng Lv 001 (EMNLP (Findings), 2023)

Incomplete Multi-view Clustering via Prototype-based Imputation. - Haobin Li; Yunfan Li 003; Mouxing Yang; Peng Hu 002; Dezhong Peng; Xi Peng 001 (IJCAI, 2023)

A Trigger-Free Method Enhanced by Coreference Information for Document-Level Event Extraction. - Fumin Chen; Xu Wang; Xiaohui Liu; Dezhong Peng (IJCNN, 2023)

GLQA: A Generation-based Method for Legal Question Answering. - Weiqi Zhang; Hechuan Shen; Tianyi Lei; Qian Wang; Dezhong Peng; Xu Wang 028 (IJCNN, 2023)

Stepwise Refinement Short Hashing for Image Retrieval. - Yuan Sun 016; Dezhong Peng; Jian Dai 002; Zhenwen Ren (ACM Multimedia, 2023)

ROAD: Robust Unsupervised Domain Adaptation with Noisy Labels. - Yanglin Feng; Hongyuan Zhu; Dezhong Peng; Xi Peng 001; Peng Hu 002 (ACM Multimedia, 2023)

Cross-modal Active Complementary Learning with Self-refining Correspondence. - Yang Qin; Yuan Sun 016; Dezhong Peng; Joey Tianyi Zhou; Xi Peng 001; Peng Hu 002 (NeurIPS, 2023)

Statistically Dependent Blind Signal Separation Under Relaxed Sparsity. - Yongxiang Li; Dezhong Peng; Yong Xiang 001; Qingchuan Tao; Zhong Yuan (IEEE Signal Process. Lett., 2023)

Multiview Clustering by Consensus Spectral Rotation Fusion. - Jie Chen 065; Hua Mao; Dezhong Peng; Changqing Zhang; Xi Peng 001 (IEEE Trans. Image Process., 2023)

Hierarchical Hashing Learning for Image Set Classification. - Yuan Sun 016; Xu Wang 028; Dezhong Peng; Zhenwen Ren; Xiaobo Shen 001 (IEEE Trans. Image Process., 2023)

Anomaly detection based on weighted fuzzy-rough density. - Zhong Yuan; Baiyang Chen; Jia Liu 033; Hongmei Chen 001; Dezhong Peng; Peilin Li (Appl. Soft Comput., 2023)

Unsupervised Contrastive Cross-Modal Hashing. - Peng Hu 002; Hongyuan Zhu; Jie Lin 001; Dezhong Peng; Yin-Ping Zhao; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

CLSEP: Contrastive learning of sentence embedding with prompt. - Qian Wang; Weiqi Zhang; Tianyi Lei; Yu Cao; Dezhong Peng; Xu Wang 028 (Knowl. Based Syst., 2023)

MFGAD: Multi-fuzzy granules anomaly detection. - Zhong Yuan; Hongmei Chen 001; Chuan Luo 001; Dezhong Peng (Inf. Fusion, 2023)

Cross-Modal Retrieval With Partially Mismatched Pairs. - Peng Hu 002; Zhenyu Huang 005; Dezhong Peng; Xu Wang 028; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning relationship-preserving representation for multi-task adversarial attacks. - Yong Chen; Xu Wang 028; Peng Hu 002; Zhong Yuan; Dezhong Peng; Qilin Li (Neurocomputing, 2023)

Fuzzy granular anomaly detection using Markov random walk. - Chang Liu 088; Zhong Yuan; Baiyang Chen; Hongmei Chen 001; Dezhong Peng (Inf. Sci., 2023)

Cross-Domain Alignment for Zero-Shot Sketch-Based Image Retrieval. - Xu Wang 028; Dezhong Peng; Peng Hu 002; Yunhong Gong; Yong Chen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Development of a knowledge-based healthcare-associated infections surveillance system in China. - Yu Cao; Yaojun Niu; Xuetao Tian; Dezhong Peng; Li Lu; Haojun Zhang (BMC Medical Informatics Decis. Mak., 2023)

Dual Self-Paced Cross-Modal Hashing. - Yuan Sun 016; Jian Dai 002; Zhenwen Ren; Yingke Chen; Dezhong Peng; Peng Hu 002 (AAAI, 2024)

DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels. - Haoran Liu; Ying Ma; Ming Yan 007; Yingke Chen; Dezhong Peng; Xu Wang 028 (AAAI, 2024)

Decoupled Contrastive Multi-View Clustering with High-Order Random Walks. - Yiding Lu; Yijie Lin 001; Mouxing Yang; Dezhong Peng; Peng Hu 002; Xi Peng 001 (AAAI, 2024)

MFCD:A Deep Learning Method with Fuzzy Clustering for Time Series Anomaly Detection. - Kaisheng Luo; Chang Liu 088; Baiyang Chen; Xuedong Li; Dezhong Peng; Zhong Yuan (APWeb/WAIM (3), 2024)

Noisy-Correspondence Learning for Text-to-Image Person Re-Identification. - Yang Qin; Yingke Chen; Dezhong Peng; Xi Peng 001; Joey Tianyi Zhou; Peng Hu 002 (CVPR, 2024)

Image Clustering with External Guidance. - Yunfan Li 003; Peng Hu 002; Dezhong Peng; Jiancheng Lv 001; Jianping Fan 007; Xi Peng 001 (ICML, 2024)

Dual Semantic Fusion Hashing for Multi-Label Cross-Modal Retrieval. - Kaiming Liu; Yunhong Gong; Yu Cao; Zhenwen Ren; Dezhong Peng; Yuan Sun 016 (IJCAI, 2024)

Distribution Consistency Guided Hashing for Cross-Modal Retrieval. - Yuan Sun 016; Kaiming Liu; Yongxiang Li; Zhenwen Ren; Jian Dai 002; Dezhong Peng (ACM Multimedia, 2024)

Robust Contrastive Cross-modal Hashing with Noisy Labels. - Longan Wang; Yang Qin; Yuan Sun 016; Dezhong Peng; Xi Peng 001; Peng Hu 002 (ACM Multimedia, 2024)

Deep Noisy Multi-label Learning for Robust Cross-Modal Retrieval. - Ruitao Pu; Dezhong Peng; Fujun Hua (PRCV (5), 2024)

Adaptive Masked Autoencoder Transformer for image classification. - Xiangru Chen; Chenjing Liu; Peng Hu 002; Jie Lin 001; Yunhong Gong; Yingke Chen; Dezhong Peng; Xue Geng (Appl. Soft Comput., 2024)

Consistency-guided semi-supervised outlier detection in heterogeneous data using fuzzy rough sets. - Baiyang Chen; Zhong Yuan; Dezhong Peng; Xiaoliang Chen; Hongmei Chen 001 (Appl. Soft Comput., 2024)

SEBGM: Sentence Embedding Based on Generation Model with multi-task learning. - Qian Wang; Weiqi Zhang; Tianyi Lei; Yu Cao; Dezhong Peng; Xu Wang 028 (Comput. Speech Lang., 2024)

Attribute granules-based object entropy for outlier detection in nominal data. - Chang Liu 088; Dezhong Peng; Hongmei Chen 001; Zhong Yuan (Eng. Appl. Artif. Intell., 2024)

Evolving filter criteria for randomly initialized network pruning in image classification. - Xiangru Chen; Chenjing Liu; Peng Hu 002; Jie Lin 001; Yunhong Gong; Yingke Chen; Dezhong Peng; Xue Geng (Neurocomputing, 2024)

Integrating confidence calibration and adversarial robustness via adversarial calibration entropy. - Yong Chen; Peng Hu 002; Zhong Yuan; Dezhong Peng; Xu Wang 028 (Inf. Sci., 2024)

Detecting anomalies with granular-ball fuzzy rough sets. - Xinyu Su; Zhong Yuan; Baiyang Chen; Dezhong Peng; Hongmei Chen 001; Yingke Chen (Inf. Sci., 2024)

Graph and text multi-modal representation learning with momentum distillation on Electronic Health Records. - Yu Cao; Xu Wang 028; Qian Wang; Zhong Yuan; Yongguo Shi; Dezhong Peng (Knowl. Based Syst., 2024)

MetaVG: A Meta-Learning Framework for Visual Grounding. - Chao Su 003; Zhi Li; Tianyi Lei; Dezhong Peng; Xu Wang 028 (IEEE Signal Process. Lett., 2024)

DifFilter: Defending Against Adversarial Perturbations With Diffusion Filter. - Yong Chen; Xuedong Li; Peng Hu 002; Dezhong Peng; Xu Wang 028 (IEEE Trans. Inf. Forensics Secur., 2024)

Deep Supervised Multi-View Learning With Graph Priors. - Peng Hu 002; Liangli Zhen; Xi Peng 001; Hongyuan Zhu; Jie Lin 001; Xu Wang 028; Dezhong Peng (IEEE Trans. Image Process., 2024)

RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels. - Yongxiang Li; Yang Qin; Yuan Sun 016; Dezhong Peng; Xi Peng 001; Peng Hu 002 (IEEE Trans. Image Process., 2024)

Dual Self-Paced Hashing for Image Retrieval. - Yuan Sun 016; Yang Qin; Dezhong Peng; Zhenwen Ren; Chao Yang; Peng Hu 002 (IEEE Trans. Multim., 2024)

Hierarchical Consensus Hashing for Cross-Modal Retrieval. - Yuan Sun 016; Zhenwen Ren; Peng Hu 002; Dezhong Peng; Xu Wang 028 (IEEE Trans. Multim., 2024)

Exploiting fuzzy rough entropy to detect anomalies. - Sihan Wang; Zhong Yuan; Chuan Luo 001; Hongmei Chen 001; Dezhong Peng (Int. J. Approx. Reason., 2024)

Discrete aggregation hashing for image set classification. - Yuan Sun 016; Dezhong Peng; Zhenwen Ren (Expert Syst. Appl., 2024)

Fusing multi-scale fuzzy information to detect outliers. - Baiyang Chen; Yongxiang Li; Dezhong Peng; Hongmei Chen 001; Zhong Yuan (Inf. Fusion, 2024)

Augmented Sparse Representation for Incomplete Multiview Clustering. - Jie Chen 065; Shengxiang Yang; Xi Peng 001; Dezhong Peng; Zhu Wang 007 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Relaxed Energy Preserving Hashing for Image Retrieval. - Yuan Sun 016; Jian Dai 002; Zhenwen Ren; Qilin Li; Dezhong Peng (IEEE Trans. Intell. Transp. Syst., 2024)

Kernelized Fuzzy-Rough Anomaly Detection. - Yan Wu; Sihan Wang; Hongmei Chen 001; Dezhong Peng; Zhong Yuan (IEEE Trans. Fuzzy Syst., 2024)

Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement. - Yunfan Li 003; Yijie Lin 001; Peng Hu 002; Dezhong Peng; Han Luo; Xi Peng 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Robust Multi-View Clustering With Noisy Correspondence. - Yuan Sun 016; Yang Qin; Yongxiang Li; Dezhong Peng; Xi Peng 001; Peng Hu 002 (IEEE Trans. Knowl. Data Eng., 2024)

Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval. - Yuan Li; Liangli Zhen; Yuan Sun 016; Dezhong Peng; Xi Peng 001; Peng Hu 002 (AAAI, 2025)

Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels. - Ruitao Pu; Yuan Sun 016; Yang Qin; Zhenwen Ren; Xiaomin Song; Huiming Zheng; Dezhong Peng (AAAI, 2025)

DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels. - Chao Su 003; Huiming Zheng; Dezhong Peng; Xu Wang 028 (AAAI, 2025)

Noisy Label Calibration for Multi-View Classification. - Shilin Xu 003; Yuan Sun 016; Xingfeng Li 004; Siyuan Duan; Zhenwen Ren; Zheng Liu; Dezhong Peng (AAAI, 2025)

RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise. - Ziniu Yin; Yanglin Feng; Ming Yan 007; Xiaomin Song; Dezhong Peng; Xu Wang 028 (AAAI, 2025)

Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval. - Siyuan Duan; Yuan Sun 016; Dezhong Peng; Zheng Liu; Xiaomin Song; Peng Hu 002 (CVPR, 2025)

Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification. - Yang Qin; Chao Chen 026; Zhihang Fu; Dezhong Peng; Xi Peng 001; Peng Hu 002 (CVPR, 2025)

ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence. - Yuan Sun 016; Yongxiang Li; Zhenwen Ren; Guiduo Duan; Dezhong Peng; Peng Hu 002 (CVPR, 2025)

ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL. - Yang Qin; Chao Chen 026; Zhihang Fu; Ze Chen 001; Dezhong Peng; Peng Hu 002; Jieping Ye (ICLR, 2025)

Fusing multi-granular-ball fuzzy information to detect outliers. - Xinyu Su; Shitong Cheng; Dezhong Peng; Hongmei Chen 001; Zhong Yuan (Appl. Soft Comput., 2025)

Fuzzy multi-neighborhood entropy-based interactive feature selection for unsupervised outlier detection. - Siyu Yang; Zhong Yuan; Chuan Luo 001; Hongmei Chen 001; Dezhong Peng (Appl. Soft Comput., 2025)

Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy. - Baiyang Chen; Zhong Yuan; Zheng Liu; Dezhong Peng; Yongxiang Li; Chang Liu 088; Guiduo Duan (Int. J. Approx. Reason., 2025)

Granular-ball fuzzy information-based outlier detector. - Qilin Li; Zhong Yuan; Dezhong Peng; Xiaomin Song; Huiming Zheng; Xinyu Su (Int. J. Approx. Reason., 2025)

Integrating granular computing with density estimation for anomaly detection in high-dimensional heterogeneous data. - Baiyang Chen; Zhong Yuan; Dezhong Peng; Xiaoliang Chen; Hongmei Chen 001; Yingke Chen (Inf. Sci., 2025)

Multi-granularity confidence learning for unsupervised text-to-image person re-identification with incomplete modality. - Yongxiang Li; Dezhong Peng; Haixiao Huang; Yizhi Liu; Huiming Zheng; Zheng Liu (Knowl. Based Syst., 2025)

Deep fuzzy physics-informed neural networks for forward and inverse PDE problems. - Wenyuan Wu; Siyuan Duan; Yuan Sun 016; Yang Yu; Dong Liu; Dezhong Peng (Neural Networks, 2025)

GBMOD: A granular-ball mean-shift outlier detector. - Shitong Cheng; Xinyu Su; Baiyang Chen; Hongmei Chen 001; Dezhong Peng; Zhong Yuan (Pattern Recognit., 2025)

Granular-ball computing-based Random Walk for anomaly detection. - Sihan Wang; Zhong Yuan; Shitong Cheng; Hongmei Chen 001; Dezhong Peng (Pattern Recognit., 2025)

Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification. - Yongxiang Li; Yuan Sun 016; Yang Qin; Dezhong Peng; Xi Peng 001; Peng Hu 002 (IEEE Trans. Inf. Forensics Secur., 2025)

Trustworthy Visual-Textual Retrieval. - Yang Qin; Lifu Huang; Dezhong Peng; Bohan Jiang; Joey Tianyi Zhou; Xi Peng 001; Peng Hu 002 (IEEE Trans. Image Process., 2025)

Deep Reversible Consistency Learning for Cross-Modal Retrieval. - Ruitao Pu; Yang Qin; Dezhong Peng; Xiaomin Song; Huiming Zheng (IEEE Trans. Multim., 2025)

A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends. - Yao Zhao; Youyang Qu; Yong Xiang 001; Md. Palash Uddin; Dezhong Peng; Longxiang Gao (ACM Comput. Surv., 2025)

Improving the Transferability of Adversarial Examples by Inverse Knowledge Distillation. - Wenyuan Wu; Zheng Liu; Yong Chen; Chao Su 003; Dezhong Peng; Xu Wang 028 (CoRR, 2025)

LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification. - Yiding Lu; Mouxing Yang; Dezhong Peng; Peng Hu 002; Yijie Lin 001; Xi Peng 001 (CoRR, 2025)

Underdetermined Blind Signal Separation with Smooth Approximation Function for Insufficiently Sparse Sources. - Yongxiang Li; Dezhong Peng; Yong Xiang 001; Yingke Chen; Qingchuan Tao (Circuits Syst. Signal Process., 2025)

Label-Informed Outlier Detection Based on Granule Density. - Baiyang Chen; Zhong Yuan; Dezhong Peng; Hongmei Chen 001; Xiaomin Song; Huiming Zheng (IEEE Trans. Fuzzy Syst., 2025)

Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks. - Xuyang Wang; Siyuan Duan; Qizhi Li; Guiduo Duan; Yuan Sun 016; Dezhong Peng (CoRR, 2025)

Granular-ball computing guided anomaly detection for hybrid attribute data. - Xinyu Su; Xiwen Wang; Dezhong Peng; Hongmei Chen 001; Yingke Chen; Zhong Yuan (Int. J. Mach. Learn. Cybern., 2025)

Multi-Gate Mixture of Multi-View Graph Contrastive Learning on Electronic Health Record. - Yu Cao; Qian Wang; Xu Wang; Dezhong Peng; Peilin Li (IEEE J. Biomed. Health Informatics, 2025)