Dezhong Peng

Orcid: 0000-0002-0987-8472

According to our database1, Dezhong Peng authored at least 137 papers between 2005 and 2025.

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Bibliography

2025
A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends.
ACM Comput. Surv., January, 2025

GBMOD: A granular-ball mean-shift outlier detector.
Pattern Recognit., 2025

Deep fuzzy physics-informed neural networks for forward and inverse PDE problems.
Neural Networks, 2025

Integrating granular computing with density estimation for anomaly detection in high-dimensional heterogeneous data.
Inf. Sci., 2025

2024
Robust Multi-View Clustering With Noisy Correspondence.
IEEE Trans. Knowl. Data Eng., December, 2024

Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Kernelized Fuzzy-Rough Anomaly Detection.
IEEE Trans. Fuzzy Syst., August, 2024

Relaxed Energy Preserving Hashing for Image Retrieval.
IEEE Trans. Intell. Transp. Syst., July, 2024

Augmented Sparse Representation for Incomplete Multiview Clustering.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Fusing multi-scale fuzzy information to detect outliers.
Inf. Fusion, March, 2024

Discrete aggregation hashing for image set classification.
Expert Syst. Appl., March, 2024

Exploiting fuzzy rough entropy to detect anomalies.
Int. J. Approx. Reason., February, 2024

Hierarchical Consensus Hashing for Cross-Modal Retrieval.
IEEE Trans. Multim., 2024

Dual Self-Paced Hashing for Image Retrieval.
IEEE Trans. Multim., 2024

RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels.
IEEE Trans. Image Process., 2024

DifFilter: Defending Against Adversarial Perturbations With Diffusion Filter.
IEEE Trans. Inf. Forensics Secur., 2024

MetaVG: A Meta-Learning Framework for Visual Grounding.
IEEE Signal Process. Lett., 2024

Graph and text multi-modal representation learning with momentum distillation on Electronic Health Records.
Knowl. Based Syst., 2024

Detecting anomalies with granular-ball fuzzy rough sets.
Inf. Sci., 2024

Integrating confidence calibration and adversarial robustness via adversarial calibration entropy.
Inf. Sci., 2024

Evolving filter criteria for randomly initialized network pruning in image classification.
Neurocomputing, 2024

Attribute granules-based object entropy for outlier detection in nominal data.
Eng. Appl. Artif. Intell., 2024

SEBGM: Sentence Embedding Based on Generation Model with multi-task learning.
Comput. Speech Lang., 2024

Consistency-guided semi-supervised outlier detection in heterogeneous data using fuzzy rough sets.
Appl. Soft Comput., 2024

Adaptive Masked Autoencoder Transformer for image classification.
Appl. Soft Comput., 2024

Deep Noisy Multi-label Learning for Robust Cross-Modal Retrieval.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Robust Contrastive Cross-modal Hashing with Noisy Labels.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Distribution Consistency Guided Hashing for Cross-Modal Retrieval.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Dual Semantic Fusion Hashing for Multi-Label Cross-Modal Retrieval.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Image Clustering with External Guidance.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Noisy-Correspondence Learning for Text-to-Image Person Re-Identification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MFCD:A Deep Learning Method with Fuzzy Clustering for Time Series Anomaly Detection.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

Decoupled Contrastive Multi-View Clustering with High-Order Random Walks.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Dual Self-Paced Cross-Modal Hashing.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Development of a knowledge-based healthcare-associated infections surveillance system in China.
BMC Medical Informatics Decis. Mak., December, 2023

Cross-Domain Alignment for Zero-Shot Sketch-Based Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol., November, 2023

Fuzzy granular anomaly detection using Markov random walk.
Inf. Sci., October, 2023

Learning relationship-preserving representation for multi-task adversarial attacks.
Neurocomputing, October, 2023

Cross-Modal Retrieval With Partially Mismatched Pairs.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

MFGAD: Multi-fuzzy granules anomaly detection.
Inf. Fusion, July, 2023

CLSEP: Contrastive learning of sentence embedding with prompt.
Knowl. Based Syst., April, 2023

Unsupervised Contrastive Cross-Modal Hashing.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Anomaly detection based on weighted fuzzy-rough density.
Appl. Soft Comput., February, 2023

Hierarchical Hashing Learning for Image Set Classification.
IEEE Trans. Image Process., 2023

Multiview Clustering by Consensus Spectral Rotation Fusion.
IEEE Trans. Image Process., 2023

Statistically Dependent Blind Signal Separation Under Relaxed Sparsity.
IEEE Signal Process. Lett., 2023

Cross-modal Active Complementary Learning with Self-refining Correspondence.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ROAD: Robust Unsupervised Domain Adaptation with Noisy Labels.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Stepwise Refinement Short Hashing for Image Retrieval.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

GLQA: A Generation-based Method for Legal Question Answering.
Proceedings of the International Joint Conference on Neural Networks, 2023

A Trigger-Free Method Enhanced by Coreference Information for Document-Level Event Extraction.
Proceedings of the International Joint Conference on Neural Networks, 2023

Incomplete Multi-view Clustering via Prototype-based Imputation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Dynamic Voting for Efficient Reasoning in Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Comprehensive and Delicate: An Efficient Transformer for Image Restoration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer.
IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Semisupervised Class- and Correlation-Collapsed Cross-View Learning.
IEEE Trans. Cybern., 2022

Deep Semisupervised Multiview Learning With Increasing Views.
IEEE Trans. Cybern., 2022

Improving patient self-description in Chinese online consultation using contextual prompts.
BMC Medical Informatics Decis. Mak., 2022

MagicGAN: Multiagent Attacks Generate Interferential Category via GAN.
Knowl. Based Syst., 2022

Twin Contrastive Learning for Online Clustering.
Int. J. Comput. Vis., 2022

Deep Fair Clustering via Maximizing and Minimizing Mutual Information.
CoRR, 2022

Multi-scaled self-attention for drug-target interaction prediction based on multi-granularity representation.
BMC Bioinform., 2022

Feature and Semantic Views Consensus Hashing for Image Set Classification.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Maximizing h-hop Independently Submodular Functions Under Connectivity Constraint.
Proceedings of the IEEE INFOCOM 2022, 2022

Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Approximation Algorithms for the Generalized Team Orienteering Problem and its Applications.
IEEE/ACM Trans. Netw., 2021

Evolving Deep Convolutional Variational Autoencoders for Image Classification.
IEEE Trans. Evol. Comput., 2021

Joint Versus Independent Multiview Hashing for Cross-View Retrieval.
IEEE Trans. Cybern., 2021

UAVData: A dataset for unmanned aerial vehicle detection.
Soft Comput., 2021

Cross-modal discriminant adversarial network.
Pattern Recognit., 2021

A robust digital watermarking method for depth-image-based rendering 3D video.
Multim. Tools Appl., 2021

When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification.
BMC Medical Informatics Decis. Mak., 2021

DRSL: Deep Relational Similarity Learning for Cross-modal Retrieval.
Inf. Sci., 2021

Global-Attention-Based Neural Networks for Vision Language Intelligence.
IEEE CAA J. Autom. Sinica, 2021

Deep drug-target binding affinity prediction with multiple attention blocks.
Briefings Bioinform., 2021

CLASS: A Novel Method for Chinese Legal Judgments Summarization.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

Contrastive Clustering.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A robust watermarking method for MPEG-4 SLS audio.
Multim. Tools Appl., 2020

Kernel truncated regression representation for robust subspace clustering.
Inf. Sci., 2020

Objective reduction for visualising many-objective solution sets.
Inf. Sci., 2020

2019
Multi-View Linear Discriminant Analysis Network.
IEEE Trans. Image Process., 2019

Spectrogram based multi-task audio classification.
Multim. Tools Appl., 2019

Improving rare disease classification using imperfect knowledge graph.
BMC Medical Informatics Decis. Mak., 2019

Adversarial correlated autoencoder for unsupervised multi-view representation learning.
Knowl. Based Syst., 2019

Multimodal adversarial network for cross-modal retrieval.
Knowl. Based Syst., 2019

Analysis and Improvement of a Mutual Authentication Scheme for Wireless Body Area Networks.
J. Medical Syst., 2019

Progressive Average-Based Smart Meter Privacy Enhancement Using Rechargeable Batteries.
IEEE Internet Things J., 2019

A General Approach for Achieving Supervised Subspace Learning in Sparse Representation.
IEEE Access, 2019

Dual-Domain Audio Watermarking Algorithm Based on Flexible Segmentation and Adaptive Embedding.
IEEE Access, 2019

An Improved Minor Component Analysis Algorithm Based on Convergence Analysis of 5G Multi-Dimensional Signals.
IEEE Access, 2019

Scalable Deep Multimodal Learning for Cross-Modal Retrieval.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Separated Variational Hashing Networks for Cross-Modal Retrieval.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

A Semantic-Based Short-Text Fast Clustering Method on Hotline Records in Chengdu.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

Deep Supervised Cross-Modal Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Spread Spectrum Audio Watermarking Using Multiple Orthogonal PN Sequences and Variable Embedding Strengths and Polarities.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Massive MIMO Linear Precoding: A Survey.
IEEE Syst. J., 2018

Local feature based multi-view discriminant analysis.
Knowl. Based Syst., 2018

A Novel NTRU-Based Handover Authentication Scheme for Wireless Networks.
IEEE Commun. Lett., 2018

Multiobjective Test Problems with Degenerate Pareto Fronts.
CoRR, 2018

2017
An Anonymous Authentication Scheme with the Enhanced Security for Wireless Communications.
Wirel. Pers. Commun., 2017

Underdetermined Blind Source Separation Using Sparse Coding.
IEEE Trans. Neural Networks Learn. Syst., 2017

Kernel Truncated Regression Representation for Robust Subspace Clustering.
CoRR, 2017

Precoding-Based Blind Separation of MIMO FIR Mixtures.
IEEE Access, 2017

Second-Order Cyclostationary Statistics-Based Blind Source Extraction From Convolutional Mixtures.
IEEE Access, 2017

Underdetermined Blind Separation by Combining Sparsity and Independence of Sources.
IEEE Access, 2017

Adjusting Parallel Coordinates for Investigating Multi-objective Search.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

2014
Robust patchwork-based watermarking method for stereo audio signals.
Multim. Tools Appl., 2014

A second-order blind equalization method robust to ill-conditioned SIMO FIR channels.
Digit. Signal Process., 2014

2013
Novel Z-Domain Precoding Method for Blind Separation of Spatially Correlated Signals.
IEEE Trans. Neural Networks Learn. Syst., 2013

Local Neighborhood Embedding for Unsupervised Nonlinear Dimension Reduction.
J. Softw., 2013

Free-gram phrase identification for modeling Chinese text.
Inf. Process. Lett., 2013

Adaptive blind equalization of time-varying SIMO systems driven by QPSK inputs.
Digit. Signal Process., 2013

Locally linear representation for subspace learning and clustering
CoRR, 2013

2012
A Globally Convergent MC Algorithm With an Adaptive Learning Rate.
IEEE Trans. Neural Networks Learn. Syst., 2012

A Dual-Channel Time-Spread Echo Method for Audio Watermarking.
IEEE Trans. Inf. Forensics Secur., 2012

2011
CM-Based Blind Equalization of Time-Varying SIMO-FIR Channel With Single Pulsation Estimation.
IEEE Trans. Veh. Technol., 2011

Effective Pseudonoise Sequence and Decoding Function for Imperceptibility and Robustness Enhancement in Time-Spread Echo-Based Audio Watermarking.
IEEE Trans. Multim., 2011

2010
Estimation of basis frequencies for time-varying SIMO channels: a second-order method.
IEEE Trans. Signal Process., 2010

Underdetermined blind separation of non-sparse sources using spatial time-frequency distributions.
Digit. Signal Process., 2010

A new blind method for separating M+1 sources from M mixtures.
Comput. Math. Appl., 2010

2009
Underdetermined Blind Source Separation Based on Relaxed Sparsity Condition of Sources.
IEEE Trans. Signal Process., 2009

A unified learning algorithm to extract principal and minor components.
Digit. Signal Process., 2009

2008
On the discrete time dynamics of a self-stabilizing MCA learning algorithm.
Math. Comput. Model., 2008

A neural networks learning algorithm for minor component analysis and its convergence analysis.
Neurocomputing, 2008

A stable MCA learning algorithm.
Comput. Math. Appl., 2008

2007
Dynamics of Generalized PCA and MCA Learning Algorithms.
IEEE Trans. Neural Networks, 2007

Convergence analysis of the OJAn MCA learning algorithm by the deterministic discrete time method.
Theor. Comput. Sci., 2007

A Modified Oja-Xu MCA Learning Algorithm and Its Convergence Analysis.
IEEE Trans. Circuits Syst. II Express Briefs, 2007

Convergence analysis of a simple minor component analysis algorithm.
Neural Networks, 2007

2006
Convergence analysis of a deterministic discrete time system of feng's MCA learning algorithm.
IEEE Trans. Signal Process., 2006

2005
A Modified MCA EXIN Algorithm and Its Convergence Analysis.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005


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