Zhenfeng Zhu

Proceedings of the 2024 3rd International Conference on Cyber Security, 2024

2023

Sylvester Equation Induced Collaborative Representation Learning for Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Cooperative dual medical ontology representation learning for clinical assisted decision-making.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, September, 2023

CED: A case-level explainable paramedical diagnosis via AdaGBDT.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, February, 2023

Learning Dynamic User Interest Sequence in Knowledge Graphs for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Self-Supervised Surface Defect Localization via Joint De-Anomaly Reconstruction and Saliency-Guided Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

CoI2A: Collaborative Inter-domain and Intra-domain Alignments for Multisource Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Multi-view graph neural network with cascaded attention for lncRNA-miRNA interaction prediction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Unleashing the potential of GNNs via Bi-directional Knowledge Transfer.

[BibT_eX]

[DOI]

CoRR, 2023

Disentangled Multi-factor Graph Neural Network for Non-coding RNA-Drug Resistance Association Prediction.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2023

Learning Joint Relational Co-evolution in Spatial-Temporal Knowledge Graph for SMEs Supply Chain Prediction.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Neural Node Matching for Multi-Target Cross Domain Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

MHSCNET: A Multimodal Hierarchical Shot-Aware Convolutional Network for Video Summarization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Multi-Modal Graph Learning for Disease Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

MFHI: Taking Modality-Free Human Identification as Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Semi-Supervised Heterogeneous Graph Learning with Multi-level Data Augmentation.

[BibT_eX]

[DOI]

CoRR, 2022

In progress.

[BibT_eX]

[DOI]

Zongyu Li

Zhenyu Guo

CoRR, 2022

A novel gene functional similarity calculation model by utilizing the specificity of terms and relationships in gene ontology.

[BibT_eX]

[DOI]

BMC Bioinform., 2022

Attention-Enhanced Disentangled Representation Learning for Unsupervised Domain Adaptation in Cardiac Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

SGT: Scene Graph-Guided Transformer for Surgical Report Generation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

HistoSegResT: A Weakly Supervised Learning Method for Histopathology Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the ICIGP 2022: The 5th International Conference on Image and Graphics Processing, Beijing, China, January 7, 2022

2021

To See in the Dark: N2DGAN for Background Modeling in Nighttime Scene.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Multi-modal Graph Learning for Disease Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Graph Disentanglement.

[BibT_eX]

[DOI]

CoRR, 2021

Deep learning based torsional nystagmus detection for dizziness and vertigo diagnosis.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

CETransformer: Casual Effect Estimation via Transformer Based Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Coarse-to-Fine Learning Framework for Semi-supervised Multimodal MRI Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020

Hierarchical Prototype Learning for Zero-Shot Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Canonical Correlation Analysis With L2, 1-Norm for Multiview Data Representation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Convolutional prototype learning for zero-shot recognition.

[BibT_eX]

[DOI]

Image Vis. Comput., 2020

DKEN: Deep knowledge-enhanced network for recommender systems.

[BibT_eX]

[DOI]

Inf. Sci., 2020

ProLFA: Representative prototype selection for local feature aggregation.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Taking Modality-free Human Identification as Zero-shot Learning.

[BibT_eX]

[DOI]

CoRR, 2020

From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

CCAE: Cross-field categorical attributes embedding for cancer clinical endpoint prediction.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2020

Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SWE: a novel method with semantic-weighted edge for measuring gene functional similarity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Seeing All From a Few: ℓ1-Norm-Induced Discriminative Prototype Selection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Edge Heuristic GAN for Non-Uniform Blind Deblurring.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

From Night to Day: GANs Based Low Quality Image Enhancement.

[BibT_eX]

[DOI]

Neural Process. Lett., 2019

Towards learning a semantic-consistent subspace for cross-modal retrieval.

[BibT_eX]

[DOI]

Meixiang Xu

Multim. Tools Appl., 2019

EA-LSTM: Evolutionary attention-based LSTM for time series prediction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Diffusion induced graph representation learning.

[BibT_eX]

[DOI]

Neurocomputing, 2019

ProLFA: Representative Prototype Selection for Local Feature Aggregation.

[BibT_eX]

[DOI]

Xingxing Zhang

CoRR, 2019

ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Multi-View Missing Data Completion.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Learning a General Assignment Model for Video Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Sparsity induced prototype learning via ℓp, 1-norm grouping.

[BibT_eX]

[DOI]

Xingxing Zhang

J. Vis. Commun. Image Represent., 2018

Subspace learning by kernel dependence maximization for cross-modal retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Multiview Cross-Media Hashing with Semantic Consistency.

[BibT_eX]

[DOI]

IEEE Multim., 2018

Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Cross-Modal Retrieval With CNN Visual Features: A New Baseline.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

De-biased dart ensemble model for personalized recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Unsupervised Multi-view Subspace Learning via Maximizing Dependence.

[BibT_eX]

[DOI]

Meixiang Xu

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016

Modality-Dependent Cross-Media Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Text Detection Based On Discriminative Dictionary Learning.

[BibT_eX]

[DOI]

Chong-Ming Zhao

J. Inf. Hiding Multim. Signal Process., 2016

LSSLP - Local structure sensitive label propagation.

[BibT_eX]

[DOI]

Inf. Sci., 2016

2015

Kernel Reconstruction ICA for Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Sparsity Learning Formulations for Mining Time-Varying Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Accumulated reconstruction error vector (AREV): a semantic representation for cross-media retrieval.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2015

Redundancy filtering and fusion verification for video copy detection.

[BibT_eX]

[DOI]

Multim. Syst., 2015

Indexing of CNN Features for Large Scale Image Search.

[BibT_eX]

[DOI]

CoRR, 2015

When Personalization Meets Conformity: Collective Similarity based Multi-Domain Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Cross-media hashing with Centroid Approaching.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Photo linker: a system for finding your old photos based on fragmentary memories.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Heterogeneous data alignment for cross-media computing.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Light-Weight Spatial Distribution Embedding of Adjacent Features for Image Search.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014

Extracting shared subspace incrementally for multi-label image classification.

[BibT_eX]

[DOI]

Lei Zhang

Vis. Comput., 2014

Mining Semantically Consistent Patterns for Cross-View Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Salient Region Detection by Fusing Bottom-Up and Top-Down Features Extracted From a Single Image.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Topographic NMF for Data Representation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Shared Subspace Learning for Latent Representation of Multi-View Data.

[BibT_eX]

[DOI]

J. Inf. Hiding Multim. Signal Process., 2014

Ensemble dictionary learning for saliency detection.

[BibT_eX]

[DOI]

Qian Chen

Image Vis. Comput., 2014

Learning a mid-level feature space for cross-media regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Dynamic threshold model based probabilistic latent semantic analysis.

[BibT_eX]

[DOI]

Yiming Wang

Yangdong Ye

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

2013

Class-Driven Non-Negative Matrix Factorization for Image Representation.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2013

Kernel Reconstruction ICA for Sparse Representation

[BibT_eX]

[DOI]

CoRR, 2013

Orthogonal graph-regularized matrix factorization and its application for recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Neighborhood reversibility verifying for image search.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Multiple PiPs detection in unbounded video stream.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Frame filtering and path verification for improving video copy detection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

TV Commercial Categorization Based on Sparse Visual Bag of Words.

[BibT_eX]

[DOI]

Nan Liu

Proceedings of the Seventh International Conference on Image and Graphics, 2013

2012

Inverse matrix-free incremental proximal support vector machine.

[BibT_eX]

[DOI]

Decis. Support Syst., 2012

RST transforms resistant image watermarking based on centroid and sector-shaped partition.

[BibT_eX]

[DOI]

Rongrong Ni

Sci. China Inf. Sci., 2012

Information Bottleneck with Local Consistency.

[BibT_eX]

[DOI]

Zhengzheng Lou

Yangdong Ye

Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

An Interactive Semi-supervised Approach for Automatic Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Discriminative ICA model with reconstruction constraint for image classification.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Knowledge Transferring for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012

Correlation preserved dictionary learning for sparse representation.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

Incremental Shared Subspace Learning for Multi-label Classification.

[BibT_eX]

[DOI]

Lei Zhang

Proceedings of the Computational Visual Media - First International Conference, 2012

Graph Regularized ICA for Over-Complete Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the Computational Visual Media - First International Conference, 2012

Parallel proximal support vector machine for high-dimensional pattern classification.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Exploiting Visual-Audio-Textual Characteristics for Automatic TV Commercial Block Detection and Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2011

Frame Fusion for Video Copy Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2011

Integrated image representation based natural scene classification.

[BibT_eX]

[DOI]

Guanghua Gu

Expert Syst. Appl., 2011

Pruned multi-level successive elimination algorithm for TV commercial recognition.

[BibT_eX]

[DOI]

Proceedings of the ICIMCS 2011, 2011

Transfer active learning.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

A Cooperative Learning Scheme for Interactive Video Search.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2010

Multimodal Fusion for Video Search Reranking.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Normalized dimensionality reduction using nonnegative matrix factorization.

[BibT_eX]

[DOI]

Neurocomputing, 2010

Commercial Shot Classification Based on Multiple Features Combination.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2010

Commercial Recognition in TV Streams Using Coarse-to-Fine Matching Strategy.

[BibT_eX]

[DOI]

Nan Liu

Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Kernel Canonical Correlation with Similarity Refinement for Automatic Image Tagging.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010), 2010

Multi-modal characteristics analysis and fusion for TV commercial detection.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Transfer incremental learning for pattern classification.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

PM1 steganography in JPEG images using genetic algorithm.

[BibT_eX]

[DOI]

Soft Comput., 2009

TSVM-HMM: Transductive SVM based hidden Markov model for automatic image annotation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

An Integrative Codebook for Natural Scene Categorization.

[BibT_eX]

[DOI]

Guanghua Gu

Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2009), 2009

2008

Co-training for search-based automatic image annotation.

[BibT_eX]

J. Digit. Inf. Manag., 2008

MR-MIL: Manifold Ranking Based Multiple-Instance Learning for Automatic Image Annotation.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008

Ontology-Based Inter-concept Relation Fusion for Concept Detection.

[BibT_eX]

[DOI]

Shikui Wei

Proceedings of the Advances in Multimedia Information Processing, 2008

A Novel Image Annotation Scheme Based on Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

A Unified System for Web Personal Image Retrieval.

[BibT_eX]

[DOI]

Lin Xie

Proceedings of the 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2008), 2008

MRS-MIL: Minimum reference set based multiple instance learning for automatic image annotation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Strategy of combining random subspace and diversified active learning in CBIR.

[BibT_eX]

[DOI]

Fang Wang

Proceedings of the International Conference on Image Processing, 2008

2007

Scale multiplication in odd Gabor transform domain for edge detection.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2007

BJTU TRECVID 2007 Video Search.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Robust Commercial Detection System.

[BibT_eX]

[DOI]

Liang Zhang

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Sequential Architecture for Efficient Car Detection.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

BJTU TRECVID 2006 Video Retrieval System.

[BibT_eX]

[DOI]

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Relevance Feedback based on Query Refining and Feature Database Updating in CBIR System.

[BibT_eX]

Proceedings of the IASTED International Conference on Signal Processing, 2006

A Comprehensive Analysis for Relevance Feedback in CBIR System.

[BibT_eX]

Xiaoxia Xie

Proceedings of the IASTED International Conference on Signal Processing, 2006

Multi-Scale Analysis of Odd Gabor Transform for Edge Detection.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

Seeking User's Query Concept Dynamically Based on Region in Relevance Feedback.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

An Anamnestic Semantic Tree-Based Relevance Feedback Method in CBIR System.

[BibT_eX]

[DOI]

Xiaoxia Xie

Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

2004

A new robust circular Gabor based object matching by using weighted Hausdorff distance.

[BibT_eX]

[DOI]

Ming Tang

Pattern Recognit. Lett., 2004

Car Detection Based on Multi-Cues Integration.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Novel object recognition based on hypothesis generation and verification.

[BibT_eX]

[DOI]