Zheng Zhang

Orcid: 0000-0003-1470-6998

Affiliations:

Harbin Institute of Technology, Bio-Computing Research Center, Shenzhen, China
University of Queensland, School of Information Technology and Electrical Engineering, Brisbane, Australia (2018 - 2019)
Harbin Institute of Technology, Shenzhen Graduate School, Shenzhen, China (PhD 2018)
Henan University of Science and Technology, Luoyang, China (2008 - 2012)

According to our database¹, Zheng Zhang authored at least 228 papers between 2014 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2024

Contrastive Multi-Bit Collaborative Learning for Deep Cross-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., November, 2024

Contrastive Incomplete Cross-Modal Hashing.

[BibT_eX]

[DOI]

Haoyang Luo

Zheng Zhang

Liqiang Nie

IEEE Trans. Knowl. Data Eng., November, 2024

Deep Fuzzy Multiteacher Distillation Network for Medical Visual Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., October, 2024

Cross-Domain Transfer Hashing for Efficient Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2024

Learning With Noisy Labels by Semantic and Feature Space Collaboration.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., August, 2024

Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., July, 2024

Partial Tubal Nuclear Norm-Regularized Multiview Subspace Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., June, 2024

Online Query Expansion Hashing for Efficient Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., March, 2024

Discriminative Regression With Adaptive Graph Diffusion.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2024

TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

LCEMH: Label Correlation Enhanced Multi-modal Hashing for efficient multi-modal retrieval.

[BibT_eX]

[DOI]

Inf. Sci., February, 2024

BadCM: Invisible Backdoor Attack Against Cross-Modal Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Partition-A-Medical-Image: Extracting Multiple Representative Subregions for Few-Shot Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Attention-Guided and Noise-Resistant Learning for Robust Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Dynamic Confidence-Aware Multi-Modal Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2024

Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Unsupervised cross domain semantic segmentation with mutual refinement and information distillation.

[BibT_eX]

[DOI]

Neurocomputing, 2024

52B to 1T: Lessons Learned via Tele-FLM Series.

[BibT_eX]

[DOI]

CoRR, 2024

Contextual Interaction via Primitive-based Adversarial Training For Compositional Zero-shot Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Legend: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets.

[BibT_eX]

[DOI]

CoRR, 2024

Dishonesty in Helpful and Harmless Alignment.

[BibT_eX]

[DOI]

CoRR, 2024

Tele-FLM Technical Report.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

See the Unseen: Better Context-Consistent Knowledge-Editing by Noises.

[BibT_eX]

[DOI]

CoRR, 2024

AtomTool: Empowering Large Language Models with Tool Utilization Skills.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Combating Visual Question Answering Hallucinations via Robust Multi-Space Co-Debias Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Stay Focused is All You Need for Adversarial Robustness.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Medical Cross-Modal Prompt Hashing with Robust Noisy Correspondence Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Enhancing Cross-Modal Retrieval via Visual-Textual Prompt Hashing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Decoupled Self-Adaptive Distribution Regularization for Few-Shot Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Tensorized topological graph learning for generalized incomplete multi-view clustering.

[BibT_eX]

[DOI]

Zheng Zhang

Wenjue He

Inf. Fusion, December, 2023

One for more: Structured Multi-Modal Hashing for multiple multimedia retrieval tasks.

[BibT_eX]

[DOI]

Expert Syst. Appl., December, 2023

Leveraging Balanced Semantic Embedding for Generative Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2023

Scalable incomplete multi-view clustering with adaptive data completion.

[BibT_eX]

[DOI]

Wenjue He

Zheng Zhang

Yuhong Wei

Inf. Sci., November, 2023

Targeted Adversarial Attack Against Deep Cross-Modal Hashing Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2023

Self-Supervised Federated Adaptation for Multi-Site Brain Disease Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, October, 2023

Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval.

[BibT_eX]

[DOI]

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

Semantic Alignment Network for Multi-Modal Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., September, 2023

Deep collaborative graph hashing for discriminative image retrieval.

[BibT_eX]

[DOI]

Pattern Recognit., July, 2023

Modality-Invariant Asymmetric Networks for Cross-Modal Hashing.

[BibT_eX]

[DOI]

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

Data driven recurrent generative adversarial network for generalized zero shot image classification.

[BibT_eX]

[DOI]

Inf. Sci., May, 2023

Self-paced Multi-view Learning for CT-based severity assessment of COVID-19.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., May, 2023

Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., April, 2023

Flexible Multiview Spectral Clustering With Self-Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2023

Towards Zero-Shot Learning: A Brief Review and an Attention-Based Embedding Network.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., March, 2023

FSNet: Dual Interpretable Graph Convolutional Network for Alzheimer's Disease Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., February, 2023

Structured anchor-inferred graph learning for universal incomplete multi-view clustering.

[BibT_eX]

[DOI]

World Wide Web (WWW), January, 2023

A Survey on Incomplete Multiview Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2023

Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2023

Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2023

Partial Multi-Modal Hashing via Neighbor-Aware Completion Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Deep Margin-Sensitive Representation Learning for Cross-Domain Facial Expression Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Multi-Modal Discrete Collaborative Filtering for Efficient Cold-Start Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Kernel Fisher Dictionary Transfer Learning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2023

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Unsupervised Adaptive Feature Selection With Binary Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Cross-Domain Facial Expression Recognition via Contrastive Warm up and Complexity-Aware Self-Training.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Contactless Palmprint Image Recognition Across Smartphones With Self-Paced CycleGAN.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Facial Expression Recognition in the Wild Using Multi-Level Features and Attention Mechanisms.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2023

Structured analysis dictionary learning based on discriminative Fisher pair.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2023

Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

FLM-101B: An Open LLM and How to Train It with $100K Budget.

[BibT_eX]

[DOI]

CoRR, 2023

Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2023

Multimodal Emotion Interaction and Visualization Platform.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

RTQ: Rethinking Video-language Understanding Based on Image-text Model.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Multi-Granularity Interactive Transformer Hashing for Cross-modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Combating Medical Label Noise via Robust Semi-supervised Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Adaptive Topological Graph Learning for Generalized Multi-View Clustering.

[BibT_eX]

[DOI]

Wenjue He

Zheng Zhang

Proceedings of the International Joint Conference on Neural Networks, 2023

Kecor: Kernel Coding Rate Maximization for Active 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Breast mass classification based on supervised contrastive learning and multi-view consistency penalty on mammography.

[BibT_eX]

[DOI]

IET Biom., November, 2022

Semantic-Interactive Graph Convolutional Network for Multilabel Image Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Discriminative Visual Similarity Search with Semantically Cycle-consistent Hashing Networks.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Generalized Zero-Shot Learning With Multiple Graph Adaptive Generative Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Enhanced Feature Alignment for Unsupervised Domain Adaptation of Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Guest Editorial Emerging Challenges for Deep Learning.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Joint Specifics and Consistency Hash Learning for Large-Scale Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Multiscale Conditional Regularization for Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Learning Informative and Discriminative Features for Facial Expression Recognition in the Wild.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Self-Supervised Exclusive-Inclusive Interactive Learning for Multi-Label Facial Expression Recognition in the Wild.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Temporal Relation Inference Network for Multimodal Speech Emotion Recognition.

[BibT_eX]

[DOI]

Guannan Dong

Chi-Man Pun

Zheng Zhang

IEEE Trans. Circuits Syst. Video Technol., 2022

Multi-Label Chest X-Ray Image Classification via Semantic Similarity Graph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Multi-View Speech Emotion Recognition Via Collective Relation Construction.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Learning discriminative feature via a generic auxiliary distribution for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2022

Learning ordinal constraint binary codes for fast similarity search.

[BibT_eX]

[DOI]

Zheng Zhang

Chi-Man Pun

Inf. Process. Manag., 2022

Cognitive multi-modal consistent hashing with flexible semantic transformation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

Editorial: Deep dictionary learning: Algorithm, theory and application.

[BibT_eX]

[DOI]

Neurocomputing, 2022

A survey of crowd counting and density estimation based on convolutional neural network.

[BibT_eX]

[DOI]

Neurocomputing, 2022

A Survey on Incomplete Multi-view Clustering.

[BibT_eX]

[DOI]

CoRR, 2022

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification.

[BibT_eX]

[DOI]

CoRR, 2022

SHREC'22 track: Sketch-based 3D shape retrieval in the wild.

[BibT_eX]

[DOI]

Comput. Graph., 2022

Pixel-Level Anomaly Detection via Uncertainty-aware Prototypical Transformer.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Webly Supervised Image Hashing with Lightweight Semantic Transfer Network.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Hierarchical Graph Embedded Pose Regularity Learning via Spatio-Temporal Transformer for Abnormal Behavior Detection.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Domain Adaptive Nuclei Instance Segmentation and Classification via Category-Aware Feature Alignment and Pseudo-Labelling.

[BibT_eX]

[DOI]

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

Interactive Information Extraction by Semantic Information Graph.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Multi-Modal Emotion Recognition with Self-Guided Modality Calibration.

[BibT_eX]

[DOI]

Mixiao Hou

Zheng Zhang

Guangming Lu

Proceedings of the IEEE International Conference on Acoustics, 2022

Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Structure Regularized Attentive Network for Automatic Femoral Head Necrosis Diagnosis and Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Dictionary-Induced Manifold Learning for Incomplete Multi-modal Fusion.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

High-Order Correlation Embedding for Large-Scale Multi-modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

From Sparse to Dense: Semantic Graph Evolutionary Hashing for Unsupervised Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

DLRF-Net: A Progressive Deep Latent Low-Rank Fusion Network for Hierarchical Subspace Discovery.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

An Explainable Framework for Diagnosis of COVID-19 Pneumonia via Transfer Learning and Discriminant Correlation Analysis.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

Deep Active Context Estimation for Automated COVID-19 Diagnosis.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

Inductive Structure Consistent Hashing via Flexible Semantic Calibration.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Twin-Incoherent Self-Expressive Locality-Adaptive Latent Dictionary Pair Learning for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Unsupervised Self-Evolutionary Hashing for Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Adaptive Graph Completion Based Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Probability Ordinal-Preserving Semantic Hashing for Large-Scale Image Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Kinship Verification Based on Cross-Generation Feature Interaction Learning.

[BibT_eX]

[DOI]

Guannan Dong

Chi-Man Pun

Zheng Zhang

IEEE Trans. Image Process., 2021

Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation.

[BibT_eX]

[DOI]

Guannan Dong

Chi-Man Pun

Zheng Zhang

IEEE Trans. Inf. Forensics Secur., 2021

Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Multimodal Emotion Recognition With Temporal and Semantic Consistency.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2021

Dense Residual Network: Enhancing global dense feature flow for character recognition.

[BibT_eX]

[DOI]

Neural Networks, 2021

Consensus guided incomplete multi-view spectral clustering.

[BibT_eX]

[DOI]

Neural Networks, 2021

Fully shared convolutional neural networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Label propagation with structured graph learning for semi-supervised dimension reduction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Task-adaptive Asymmetric Deep Cross-modal Hashing.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Sparse graph based self-supervised hashing for scalable image retrieval.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Cross-plane colour image encryption using a two-dimensional logistic tent modular map.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

Heterogeneous data fusion for predicting mild cognitive impairment conversion.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

Multi-modal discrete tensor decomposition hashing for efficient multimedia retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Clustering-driven Deep Adversarial Hashing for scalable unsupervised cross-modal retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict.

[BibT_eX]

[DOI]

CoRR, 2021

TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Semantic Disentangling Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Targeted Attack and Defense for Deep Hashing.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

An Embarrassingly Simple Approach to Discrete Supervised Hashing.

[BibT_eX]

[DOI]

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Towards Discriminative Visual Search via Semantically Cycle-consistent Hashing Networks.

[BibT_eX]

[DOI]

Zheng Zhang

Jianning Wang

Guangming Lu

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

GCM-Net: Towards Effective Global Context Modeling for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Is Visual Context Really Helpful for Knowledge Graph? A Representation Learning Perspective.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

JDMAN: Joint Discriminative and Mutual Adaptation Networks for Cross-Domain Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Two-pronged Strategy: Lightweight Augmented Graph Network Hashing for Scalable Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Local Graph Convolutional Networks for Cross-Modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Semantics Disentangling for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Hierarchical Network Based on the Fusion of Static and Dynamic Features for Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Structural Deep Incomplete Multi-view Clustering Network.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2021

Partial-Label and Structure-constrained Deep Coupled Factorization Network.

[BibT_eX]

[DOI]

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

Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring.

[BibT_eX]

[DOI]

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

2020

SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Discriminative Fisher Embedding Dictionary Learning Algorithm for Object Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Adaptive Locality Preserving Regression.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Bilinear Supervised Hashing Based on 2D Image Features.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Latent correlation embedded discriminative multi-modal data fusion.

[BibT_eX]

[DOI]

Signal Process., 2020

Two-stream collaborative network for multi-label chest X-ray Image classification with lung segmentation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Deep transductive network for generalized zero shot learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning.

[BibT_eX]

[DOI]

Luyao Liu

Zheng Zhang

Zi Huang

Neural Process. Lett., 2020

Discriminative margin-sensitive autoencoder for collective multi-view disease analysis.

[BibT_eX]

[DOI]

Neural Networks, 2020

Asymmetric graph based zero shot learning.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

Unsupervised deep triplet hashing with pseudo triplets for scalable image retrieval.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

Cross-spectral palmprint recognition with low-rank canonical correlation analysis.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

Learning discriminative domain-invariant prototypes for generalized zero shot learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

LGSLRR: Towards fusing discriminative ordinal local and global structured low-rank representation for image recognition.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Discriminative dual-stream deep hashing for large-scale image retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Deep Self-representative Concept Factorization Network for Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Semantics-Reconstructing Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Peng-Fei Zhang

Zi Huang

Zheng Zhang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Adversarial Bipartite Graph Learning for Video Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

A Unified Framework for Detecting Audio Adversarial Examples.

[BibT_eX]

[DOI]

Xia Du

Chi-Man Pun

Zheng Zhang

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

DIMC-net: Deep Incomplete Multi-view Clustering Network.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity.

[BibT_eX]

[DOI]

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

MDPL-net: Multi-layer Dictionary Learning Network with Added Skip Dense Connections.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Region Graph Embedding Network for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Binary Multi-View Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Low-rank analysis-synthesis dictionary learning with adaptively ordinal locality.

[BibT_eX]

[DOI]

Neural Networks, 2019

Fast DenseNet: Towards Efficient and Accurate Text Recognition with Fast Dense Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling.

[BibT_eX]

[DOI]

CoRR, 2019

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Collaborative Discrete Hashing with Semantic-Invariant Structure.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Learning Structured Twin-Incoherent Twin-Projective Latent Dictionary Pairs for Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Adaptive Structure-Constrained Robust Latent Low-Rank Coding for Image Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Collaborative Generative Adversarial Network for Recommendation Systems.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

Context-Aware Attention-Based Data Augmentation for POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

Attentive Region Embedding Network for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

SADIH: Semantic-Aware DIscrete Hashing.

[BibT_eX]

[DOI]

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

Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

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

2018

Discriminative Block-Diagonal Representation Learning for Image Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Marginal Representation Learning With Graph Structure Self-Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

An interactively constrained discriminative dictionary learning algorithm for image classification.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2018

Adaptive Locality Preserving based Discriminative Regression.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Highly-Economized Multi-view Binary Compression for Scalable Image Clustering.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Discriminative Elastic-Net Regularized Linear Regression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

A Comprehensive Survey on Fractional Fourier Transform.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2017

Retargeted Multi-View Feature Learning With Separate and Shared Subspace Uncovering.

[BibT_eX]

[DOI]

IEEE Access, 2017

Learning robust latent subspace for discriminative regression.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Projective Representation Learning for Discriminative Face Recognition.

[BibT_eX]

[DOI]

Zuofeng Zhong

Zheng Zhang

Yong Xu

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

2016

Approximately symmetrical face images for image preprocessing in face recognition and sparse representation based classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Review of Video and Image Defogging Algorithms and Related Studies on Image Restoration and Enhancement.

[BibT_eX]

[DOI]

IEEE Access, 2016

Local multiple directional pattern of palmprint image.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Natural Scene Character Recognition Using Robust PCA and Sparse Representation.

[BibT_eX]

[DOI]

Zheng Zhang

Yong Xu

Cheng-Lin Liu

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015

Pose-invariant face recognition using facial landmarks and Weber local descriptor.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Noise modeling and representation based classification methods for face recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2015

A Survey of Sparse Representation: Algorithms and Applications.

[BibT_eX]

[DOI]

IEEE Access, 2015

Orthogonal self-guided similarity preserving projections.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Fast Sparse Representation Classification Using Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing and Security - First International Conference, 2015

Cluster Analysis by Variance Ratio Criterion and Quantum-Behaved PSO.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing and Security - First International Conference, 2015

2014

A people counting method based on head detection and tracking.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Smart Computing, 2014

Zheng Zhang

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