2025
Synthesizing Spreading-out features for generative zero-shot image classification.
Eng. Appl. Artif. Intell., 2025
Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
2024
Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Contrastive Multi-Bit Collaborative Learning for Deep Cross-Modal Hashing.
IEEE Trans. Knowl. Data Eng., November, 2024
Contrastive Incomplete Cross-Modal Hashing.
IEEE Trans. Knowl. Data Eng., November, 2024
Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions.
Proc. IEEE, November, 2024
Deep Fuzzy Multiteacher Distillation Network for Medical Visual Question Answering.
IEEE Trans. Fuzzy Syst., October, 2024
Cross-Domain Transfer Hashing for Efficient Cross-Modal Retrieval.
IEEE Trans. Circuits Syst. Video Technol., October, 2024
Learning With Noisy Labels by Semantic and Feature Space Collaboration.
IEEE Trans. Circuits Syst. Video Technol., August, 2024
Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval.
ACM Trans. Inf. Syst., July, 2024
Partial Tubal Nuclear Norm-Regularized Multiview Subspace Learning.
IEEE Trans. Cybern., June, 2024
Online Query Expansion Hashing for Efficient Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol., March, 2024
Discriminative Regression With Adaptive Graph Diffusion.
IEEE Trans. Neural Networks Learn. Syst., February, 2024
TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
LCEMH: Label Correlation Enhanced Multi-modal Hashing for efficient multi-modal retrieval.
Inf. Sci., February, 2024
BadCM: Invisible Backdoor Attack Against Cross-Modal Learning.
IEEE Trans. Image Process., 2024
Partition-A-Medical-Image: Extracting Multiple Representative Subregions for Few-Shot Medical Image Segmentation.
IEEE Trans. Instrum. Meas., 2024
Attention-Guided and Noise-Resistant Learning for Robust Medical Image Segmentation.
IEEE Trans. Instrum. Meas., 2024
Discriminative Domain Adaption Network for Simultaneously Removing Batch Effects and Annotating Cell Types in Single-Cell RNA-Seq.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024
Dynamic Confidence-Aware Multi-Modal Emotion Recognition.
IEEE Trans. Affect. Comput., 2024
Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning.
Pattern Recognit., 2024
Unsupervised cross domain semantic segmentation with mutual refinement and information distillation.
Neurocomputing, 2024
52B to 1T: Lessons Learned via Tele-FLM Series.
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CoRR, 2024
Contextual Interaction via Primitive-based Adversarial Training For Compositional Zero-shot Learning.
CoRR, 2024
Legend: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets.
CoRR, 2024
Dishonesty in Helpful and Harmless Alignment.
CoRR, 2024
Tele-FLM Technical Report.
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CoRR, 2024
Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective.
CoRR, 2024
See the Unseen: Better Context-Consistent Knowledge-Editing by Noises.
CoRR, 2024
AtomTool: Empowering Large Language Models with Tool Utilization Skills.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Combating Visual Question Answering Hallucinations via Robust Multi-Space Co-Debias Learning.
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.
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.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Enhancing Cross-Modal Retrieval via Visual-Textual Prompt Hashing.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Decoupled Self-Adaptive Distribution Regularization for Few-Shot Image Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024
Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging.
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.
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.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Tensorized topological graph learning for generalized incomplete multi-view clustering.
Inf. Fusion, December, 2023
One for more: Structured Multi-Modal Hashing for multiple multimedia retrieval tasks.
Expert Syst. Appl., December, 2023
Leveraging Balanced Semantic Embedding for Generative Zero-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Scalable incomplete multi-view clustering with adaptive data completion.
Inf. Sci., November, 2023
Targeted Adversarial Attack Against Deep Cross-Modal Hashing Retrieval.
IEEE Trans. Circuits Syst. Video Technol., October, 2023
Self-Supervised Federated Adaptation for Multi-Site Brain Disease Diagnosis.
IEEE Trans. Big Data, October, 2023
Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval.
IEEE Trans. Knowl. Data Eng., September, 2023
Semantic Alignment Network for Multi-Modal Emotion Recognition.
IEEE Trans. Circuits Syst. Video Technol., September, 2023
Deep collaborative graph hashing for discriminative image retrieval.
Pattern Recognit., July, 2023
Modality-Invariant Asymmetric Networks for Cross-Modal Hashing.
IEEE Trans. Knowl. Data Eng., May, 2023
Data driven recurrent generative adversarial network for generalized zero shot image classification.
Inf. Sci., May, 2023
Self-paced Multi-view Learning for CT-based severity assessment of COVID-19.
Biomed. Signal Process. Control., May, 2023
Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2023
Flexible Multiview Spectral Clustering With Self-Adaptation.
IEEE Trans. Cybern., April, 2023
Towards Zero-Shot Learning: A Brief Review and an Attention-Based Embedding Network.
IEEE Trans. Circuits Syst. Video Technol., March, 2023
FSNet: Dual Interpretable Graph Convolutional Network for Alzheimer's Disease Analysis.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2023
Structured anchor-inferred graph learning for universal incomplete multi-view clustering.
World Wide Web (WWW), January, 2023
A Survey on Incomplete Multiview Clustering.
IEEE Trans. Syst. Man Cybern. Syst., 2023
Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval.
ACM Trans. Inf. Syst., 2023
Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2023
Partial Multi-Modal Hashing via Neighbor-Aware Completion Learning.
IEEE Trans. Multim., 2023
Deep Margin-Sensitive Representation Learning for Cross-Domain Facial Expression Recognition.
IEEE Trans. Multim., 2023
Multi-Modal Discrete Collaborative Filtering for Efficient Cold-Start Recommendation.
IEEE Trans. Knowl. Data Eng., 2023
Kernel Fisher Dictionary Transfer Learning.
ACM Trans. Knowl. Discov. Data, 2023
Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification.
IEEE Trans. Image Process., 2023
Unsupervised Adaptive Feature Selection With Binary Hashing.
IEEE Trans. Image Process., 2023
Cross-Domain Facial Expression Recognition via Contrastive Warm up and Complexity-Aware Self-Training.
IEEE Trans. Image Process., 2023
Contactless Palmprint Image Recognition Across Smartphones With Self-Paced CycleGAN.
IEEE Trans. Inf. Forensics Secur., 2023
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval.
IEEE Trans. Inf. Forensics Secur., 2023
Facial Expression Recognition in the Wild Using Multi-Level Features and Attention Mechanisms.
IEEE Trans. Affect. Comput., 2023
Structured analysis dictionary learning based on discriminative Fisher pair.
J. Ambient Intell. Humaniz. Comput., 2023
Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation.
CoRR, 2023
FLM-101B: An Open LLM and How to Train It with $100K Budget.
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CoRR, 2023
Multimodal Emotion Interaction and Visualization Platform.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
RTQ: Rethinking Video-language Understanding Based on Image-text Model.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Multi-Granularity Interactive Transformer Hashing for Cross-modal Retrieval.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Combating Medical Label Noise via Robust Semi-supervised Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Adaptive Topological Graph Learning for Generalized Multi-View Clustering.
Proceedings of the International Joint Conference on Neural Networks, 2023
Kecor: Kernel Coding Rate Maximization for Active 3D Object Detection.
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.
IET Biom., November, 2022
Semantic-Interactive Graph Convolutional Network for Multilabel Image Recognition.
IEEE Trans. Syst. Man Cybern. Syst., 2022
Discriminative Visual Similarity Search with Semantically Cycle-consistent Hashing Networks.
ACM Trans. Multim. Comput. Commun. Appl., 2022
Generalized Zero-Shot Learning With Multiple Graph Adaptive Generative Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022
Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks.
IEEE Trans. Multim., 2022
Enhanced Feature Alignment for Unsupervised Domain Adaptation of Semantic Segmentation.
IEEE Trans. Multim., 2022
Guest Editorial Emerging Challenges for Deep Learning.
IEEE J. Biomed. Health Informatics, 2022
Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression.
IEEE Trans. Image Process., 2022
Joint Specifics and Consistency Hash Learning for Large-Scale Cross-Modal Retrieval.
IEEE Trans. Image Process., 2022
DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation.
IEEE Trans. Instrum. Meas., 2022
Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks.
IEEE Trans. Cybern., 2022
Multiscale Conditional Regularization for Convolutional Neural Networks.
IEEE Trans. Cybern., 2022
Learning Informative and Discriminative Features for Facial Expression Recognition in the Wild.
IEEE Trans. Circuits Syst. Video Technol., 2022
Self-Supervised Exclusive-Inclusive Interactive Learning for Multi-Label Facial Expression Recognition in the Wild.
IEEE Trans. Circuits Syst. Video Technol., 2022
Temporal Relation Inference Network for Multimodal Speech Emotion Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2022
Multi-Label Chest X-Ray Image Classification via Semantic Similarity Graph Embedding.
IEEE Trans. Circuits Syst. Video Technol., 2022
Multi-View Speech Emotion Recognition Via Collective Relation Construction.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Learning discriminative feature via a generic auxiliary distribution for unsupervised domain adaptation.
Int. J. Mach. Learn. Cybern., 2022
Learning ordinal constraint binary codes for fast similarity search.
Inf. Process. Manag., 2022
Cognitive multi-modal consistent hashing with flexible semantic transformation.
Inf. Process. Manag., 2022
Editorial: Deep dictionary learning: Algorithm, theory and application.
Neurocomputing, 2022
A survey of crowd counting and density estimation based on convolutional neural network.
Neurocomputing, 2022
A Survey on Incomplete Multi-view Clustering.
CoRR, 2022
Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification.
CoRR, 2022
SHREC'22 track: Sketch-based 3D shape retrieval in the wild.
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Comput. Graph., 2022
Pixel-Level Anomaly Detection via Uncertainty-aware Prototypical Transformer.
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.
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.
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.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Interactive Information Extraction by Semantic Information Graph.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Multi-Modal Emotion Recognition with Self-Guided Modality Calibration.
Proceedings of the IEEE International Conference on Acoustics, 2022
Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Structure Regularized Attentive Network for Automatic Femoral Head Necrosis Diagnosis and Localization.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Dictionary-Induced Manifold Learning for Incomplete Multi-modal Fusion.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022
High-Order Correlation Embedding for Large-Scale Multi-modal Hashing.
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.
Proceedings of the Computer Vision - ACCV 2022, 2022
2021
DLRF-Net: A Progressive Deep Latent Low-Rank Fusion Network for Hierarchical Subspace Discovery.
ACM Trans. Multim. Comput. Commun. Appl., 2021
An Explainable Framework for Diagnosis of COVID-19 Pneumonia via Transfer Learning and Discriminant Correlation Analysis.
ACM Trans. Multim. Comput. Commun. Appl., 2021
Deep Active Context Estimation for Automated COVID-19 Diagnosis.
ACM Trans. Multim. Comput. Commun. Appl., 2021
Inductive Structure Consistent Hashing via Flexible Semantic Calibration.
IEEE Trans. Neural Networks Learn. Syst., 2021
Twin-Incoherent Self-Expressive Locality-Adaptive Latent Dictionary Pair Learning for Classification.
IEEE Trans. Neural Networks Learn. Syst., 2021
Deep Unsupervised Self-Evolutionary Hashing for Image Retrieval.
IEEE Trans. Multim., 2021
Adaptive Graph Completion Based Incomplete Multi-View Clustering.
IEEE Trans. Multim., 2021
Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction.
IEEE Trans. Multim., 2021
Probability Ordinal-Preserving Semantic Hashing for Large-Scale Image Retrieval.
ACM Trans. Knowl. Discov. Data, 2021
VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot Learning.
IEEE Trans. Image Process., 2021
Kinship Verification Based on Cross-Generation Feature Interaction Learning.
IEEE Trans. Image Process., 2021
Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation.
IEEE Trans. Inf. Forensics Secur., 2021
Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion.
IEEE Trans. Cybern., 2021
Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol., 2021
Multimodal Emotion Recognition With Temporal and Semantic Consistency.
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.
Pattern Recognit. Lett., 2021
Dense Residual Network: Enhancing global dense feature flow for character recognition.
Neural Networks, 2021
Consensus guided incomplete multi-view spectral clustering.
Neural Networks, 2021
Fully shared convolutional neural networks.
Neural Comput. Appl., 2021
Label propagation with structured graph learning for semi-supervised dimension reduction.
Knowl. Based Syst., 2021
Task-adaptive Asymmetric Deep Cross-modal Hashing.
Knowl. Based Syst., 2021
Sparse graph based self-supervised hashing for scalable image retrieval.
Inf. Sci., 2021
Cross-plane colour image encryption using a two-dimensional logistic tent modular map.
Inf. Sci., 2021
Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks.
Inf. Fusion, 2021
Heterogeneous data fusion for predicting mild cognitive impairment conversion.
Inf. Fusion, 2021
Multi-modal discrete tensor decomposition hashing for efficient multimedia retrieval.
Neurocomputing, 2021
Clustering-driven Deep Adversarial Hashing for scalable unsupervised cross-modal retrieval.
Neurocomputing, 2021
Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior.
Int. J. Comput. Vis., 2021
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict.
CoRR, 2021
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation.
CoRR, 2021
DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation.
CoRR, 2021
Semantic Disentangling Generalized Zero-Shot Learning.
CoRR, 2021
Targeted Attack and Defense for Deep Hashing.
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.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021
Towards Discriminative Visual Search via Semantically Cycle-consistent Hashing Networks.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021
GCM-Net: Towards Effective Global Context Modeling for Image Inpainting.
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.
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.
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.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Local Graph Convolutional Networks for Cross-Modal Hashing.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Semantics Disentangling for Generalized Zero-Shot Learning.
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.
Proceedings of the IEEE International Conference on Acoustics, 2021
Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Structural Deep Incomplete Multi-view Clustering Network.
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.
Proceedings of the Databases Theory and Applications, 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020
Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020
Discriminative Fisher Embedding Dictionary Learning Algorithm for Object Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2020
Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning.
IEEE Trans. Circuits Syst. Video Technol., 2020
Adaptive Locality Preserving Regression.
IEEE Trans. Circuits Syst. Video Technol., 2020
Bilinear Supervised Hashing Based on 2D Image Features.
IEEE Trans. Circuits Syst. Video Technol., 2020
Latent correlation embedded discriminative multi-modal data fusion.
Signal Process., 2020
Two-stream collaborative network for multi-label chest X-ray Image classification with lung segmentation.
Pattern Recognit. Lett., 2020
Deep transductive network for generalized zero shot learning.
Pattern Recognit., 2020
Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning.
Neural Process. Lett., 2020
Discriminative margin-sensitive autoencoder for collective multi-view disease analysis.
Neural Networks, 2020
Asymmetric graph based zero shot learning.
Multim. Tools Appl., 2020
Unsupervised deep triplet hashing with pseudo triplets for scalable image retrieval.
Multim. Tools Appl., 2020
Cross-spectral palmprint recognition with low-rank canonical correlation analysis.
Multim. Tools Appl., 2020
Learning discriminative domain-invariant prototypes for generalized zero shot learning.
Knowl. Based Syst., 2020
LGSLRR: Towards fusing discriminative ordinal local and global structured low-rank representation for image recognition.
Inf. Sci., 2020
Discriminative dual-stream deep hashing for large-scale image retrieval.
Inf. Process. Manag., 2020
Deep Self-representative Concept Factorization Network for Representation Learning.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Semantics-Reconstructing Hashing for Cross-Modal Retrieval.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Adversarial Bipartite Graph Learning for Video Domain Adaptation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
A Unified Framework for Detecting Audio Adversarial Examples.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
DIMC-net: Deep Incomplete Multi-view Clustering Network.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020
MDPL-net: Multi-layer Dictionary Learning Network with Added Skip Dense Connections.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Region Graph Embedding Network for Zero-Shot Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020
Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition.
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.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding.
IEEE Trans. Image Process., 2019
Binary Multi-View Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2019
Low-rank analysis-synthesis dictionary learning with adaptively ordinal locality.
Neural Networks, 2019
Fast DenseNet: Towards Efficient and Accurate Text Recognition with Fast Dense Networks.
CoRR, 2019
Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling.
CoRR, 2019
Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation.
CoRR, 2019
Deep Collaborative Discrete Hashing with Semantic-Invariant Structure.
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.
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Learning Structured Twin-Incoherent Twin-Projective Latent Dictionary Pairs for Classification.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Adaptive Structure-Constrained Robust Latent Low-Rank Coding for Image Recovery.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Collaborative Generative Adversarial Network for Recommendation Systems.
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019
Context-Aware Attention-Based Data Augmentation for POI Recommendation.
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019
Attentive Region Embedding Network for Zero-Shot Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
SADIH: Semantic-Aware DIscrete Hashing.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Discriminative Block-Diagonal Representation Learning for Image Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2018
Marginal Representation Learning With Graph Structure Self-Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2018
An interactively constrained discriminative dictionary learning algorithm for image classification.
Eng. Appl. Artif. Intell., 2018
Adaptive Locality Preserving based Discriminative Regression.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Highly-Economized Multi-view Binary Compression for Scalable Image Clustering.
Proceedings of the Computer Vision - ECCV 2018, 2018
Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
2017
Discriminative Elastic-Net Regularized Linear Regression.
IEEE Trans. Image Process., 2017
A Comprehensive Survey on Fractional Fourier Transform.
Fundam. Informaticae, 2017
Retargeted Multi-View Feature Learning With Separate and Shared Subspace Uncovering.
IEEE Access, 2017
Learning robust latent subspace for discriminative regression.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017
Projective Representation Learning for Discriminative Face Recognition.
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.
Pattern Recognit., 2016
Review of Video and Image Defogging Algorithms and Related Studies on Image Restoration and Enhancement.
IEEE Access, 2016
Local multiple directional pattern of palmprint image.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Natural Scene Character Recognition Using Robust PCA and Sparse Representation.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016
2015
Pose-invariant face recognition using facial landmarks and Weber local descriptor.
Knowl. Based Syst., 2015
Noise modeling and representation based classification methods for face recognition.
Neurocomputing, 2015
A Survey of Sparse Representation: Algorithms and Applications.
IEEE Access, 2015
Orthogonal self-guided similarity preserving projections.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Fast Sparse Representation Classification Using Transfer Learning.
Proceedings of the Cloud Computing and Security - First International Conference, 2015
Cluster Analysis by Variance Ratio Criterion and Quantum-Behaved PSO.
Proceedings of the Cloud Computing and Security - First International Conference, 2015
2014
A people counting method based on head detection and tracking.
Proceedings of the International Conference on Smart Computing, 2014