Xinwang Liu

Orcid: 0000-0001-9066-1475

Affiliations:

National University of Defense Technology (NUDT), School of Computer, Changsha, China

According to our database¹, Xinwang Liu authored at least 310 papers between 2008 and 2025.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

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Other

Bibliography

2025

Medical Federated Model With Mixture of Personalized and Shared Components.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

Coherence mode: Characterizing local graph structural information for temporal knowledge graph.

[BibT_eX]

[DOI]

Inf. Sci., 2025

2024

Multi-View Adaptive Fusion Network for Spatially Resolved Transcriptomics Data Clustering.

[BibT_eX]

[DOI]

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

Eigenvalue Ratio Inspired Partition Learning and Fusion for Multiple Kernel Clustering.

[BibT_eX]

[DOI]

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

FedEAN: Entity-Aware Adversarial Negative Sampling for Federated Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

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

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Unpaired Multi-View Graph Clustering With Cross-View Structure Matching.

[BibT_eX]

[DOI]

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

Hierarchically Contrastive Hard Sample Mining for Graph Self-Supervised Pretraining.

[BibT_eX]

[DOI]

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

Regularized Simple Multiple Kernel k-Means With Kernel Average Alignment.

[BibT_eX]

[DOI]

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

Application of Gradient Boosting in the Design of Fuzzy Rule-Based Regression Models.

[BibT_eX]

[DOI]

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

Fast Approximated Multiple Kernel K-Means.

[BibT_eX]

[DOI]

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

Multiple Kernel Clustering With Adaptive Multi-Scale Partition Selection.

[BibT_eX]

[DOI]

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

Differentiated Anchor Quantity Assisted Incomplete Multiview Clustering Without Number-Tuning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., November, 2024

TIG-CL: Teacher-Guided Individual- and Group-Aware Contrastive Learning for Unsupervised Person Reidentification in Internet of Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., November, 2024

Simple Contrastive Graph Clustering.

[BibT_eX]

[DOI]

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

RARE: Robust Masked Graph Autoencoder.

[BibT_eX]

[DOI]

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

Layer Sequence Extraction of Optimized DNNs Using Side-Channel Information Leaks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2024

On the Consistency and Large-Scale Extension of Multiple Kernel Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

Active Clustering Ensemble With Self-Paced Learning.

[BibT_eX]

[DOI]

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

Symmetric Multi-View Subspace Clustering With Automatic Neighbor Discovery.

[BibT_eX]

[DOI]

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

Task-Related Saliency for Few-Shot Image Classification.

[BibT_eX]

[DOI]

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

Mixed Graph Contrastive Network for Semi-supervised Node Classification.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, August, 2024

High-order Topology for Deep Single-Cell Multiview Fuzzy Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., August, 2024

Late Fusion Multiview Clustering via Min-Max Optimization.

[BibT_eX]

[DOI]

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

Fast Incomplete Multi-View Clustering With View-Independent Anchors.

[BibT_eX]

[DOI]

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

Deep Fusion Clustering Network With Reliable Structure Preservation.

[BibT_eX]

[DOI]

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

Partial Clustering Ensemble.

[BibT_eX]

[DOI]

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

An Efficient Federated Multiview Fuzzy C-Means Clustering Method.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., April, 2024

How to Construct Corresponding Anchors for Incomplete Multiview Clustering.

[BibT_eX]

[DOI]

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

Incomplete Multiple Kernel Alignment Maximization for Clustering.

[BibT_eX]

[DOI]

Xinwang Liu

IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Interpolation-Based Contrastive Learning for Few-Label Semi-Supervised Learning.

[BibT_eX]

[DOI]

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

Multiview Deep Anomaly Detection: A Systematic Exploration.

[BibT_eX]

[DOI]

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

Local Sample-Weighted Multiple Kernel Clustering With Consensus Discriminative Graph.

[BibT_eX]

[DOI]

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

Parameter-Free and Scalable Incomplete Multiview Clustering With Prototype Graph.

[BibT_eX]

[DOI]

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

Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure.

[BibT_eX]

[DOI]

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

Scalable and Structural Multi-View Graph Clustering With Adaptive Anchor Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Fast Continual Multi-View Clustering With Incomplete Views.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection With Patch-Level Annotations.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

SN-RNSP: Mining self-adaptive nonoverlapping repetitive negative sequential patterns in transaction sequences.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Discriminative embedded multi-view fuzzy C-means clustering for feature-redundant and incomplete data.

[BibT_eX]

[DOI]

Inf. Sci., 2024

Trustworthy multi-view clustering via alternating generative adversarial representation learning and fusion.

[BibT_eX]

[DOI]

Inf. Fusion, 2024

Active-Passive Federated Learning for Vertically Partitioned Multi-view Data.

[BibT_eX]

[DOI]

CoRR, 2024

DaRec: A Disentangled Alignment Framework for Large Language Model and Recommender System.

[BibT_eX]

[DOI]

CoRR, 2024

Dual Test-time Training for Out-of-distribution Recommender System.

[BibT_eX]

[DOI]

CoRR, 2024

Part-aware Shape Generation with Latent 3D Diffusion of Neural Voxel Fields.

[BibT_eX]

[DOI]

CoRR, 2024

Post-Semantic-Thinking: A Robust Strategy to Distill Reasoning Capacity from Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship Classification.

[BibT_eX]

[DOI]

CoRR, 2024

Phrase Grounding-based Style Transfer for Single-Domain Generalized Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

scEGG: an exogenous gene-guided clustering method for single-cell transcriptomic data.

[BibT_eX]

[DOI]

Briefings Bioinform., 2024

Test-Time Training on Graphs with Large Language Models (LLMs).

[BibT_eX]

[DOI]

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

GraphLearner: Graph Node Clustering with Fully Learnable Augmentation.

[BibT_eX]

[DOI]

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

View Gap Matters: Cross-view Topology and Information Decoupling for Multi-view Clustering.

[BibT_eX]

[DOI]

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

A Lightweight Anchor-Based Incremental Framework for Multi-view Clustering.

[BibT_eX]

[DOI]

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

Automatic and Aligned Anchor Learning Strategy for Multi-View Clustering.

[BibT_eX]

[DOI]

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

Reliable Attribute-missing Multi-view Clustering with Instance-level and feature-level Cooperative Imputation.

[BibT_eX]

[DOI]

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

Heterogeneous Graph Guided Contrastive Learning for Spatially Resolved Transcriptomics Data.

[BibT_eX]

[DOI]

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

Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

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

Unsupervised Graph Anomaly Detection on Directed Attribute Network.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering.

[BibT_eX]

[DOI]

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

Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information.

[BibT_eX]

[DOI]

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

Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation.

[BibT_eX]

[DOI]

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

Deep Temporal Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learn from View Correlation: An Anchor Enhancement Strategy for Multi-View Clustering.

[BibT_eX]

[DOI]

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

DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

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

Attribute-Missing Graph Clustering Network.

[BibT_eX]

[DOI]

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

Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

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

MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs.

[BibT_eX]

[DOI]

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

Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations.

[BibT_eX]

[DOI]

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

2023

Multi-View Bipartite Graph Clustering With Coupled Noisy Feature Filter.

[BibT_eX]

[DOI]

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

Multi-View Fuzzy Classification With Subspace Clustering and Information Granules.

[BibT_eX]

[DOI]

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

WSDS-GAN: A weak-strong dual supervised learning method for underwater image enhancement.

[BibT_eX]

[DOI]

Pattern Recognit., November, 2023

Design and Analysis of a Self-Adaptive Zeroing Neural Network for Solving Time-Varying Quadratic Programming.

[BibT_eX]

[DOI]

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

Robust Multi-View Clustering Through Partition Integration on Stiefel Manifold.

[BibT_eX]

[DOI]

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

Missingness-Pattern-Adaptive Learning With Incomplete Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Late Fusion Multiple Kernel Clustering With Proxy Graph Refinement.

[BibT_eX]

[DOI]

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

Contrastive Multi-View Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Multi-view subspace clustering via adaptive graph learning and late fusion alignment.

[BibT_eX]

[DOI]

Neural Networks, August, 2023

Hyperparameter-Free Localized Simple Multiple Kernel K-means With Global Optimum.

[BibT_eX]

[DOI]

Xinwang Liu

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

scDFC: A deep fusion clustering method for single-cell RNA-seq data.

[BibT_eX]

[DOI]

Briefings Bioinform., July, 2023

Oversampling With Reliably Expanding Minority Class Regions for Imbalanced Data Learning.

[BibT_eX]

[DOI]

Tuanfei Zhu

Xinwang Liu

En Zhu

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

Unified One-Step Multi-View Spectral Clustering.

[BibT_eX]

[DOI]

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

Self-paced Adaptive Bipartite Graph Learning for Consensus Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, June, 2023

Localized Incomplete Multiple Kernel k-Means With Matrix-Induced Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., June, 2023

Unsupervised feature selection via multiple graph fusion and feature weight learning.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., May, 2023

SimpleMKKM: Simple Multiple Kernel K-Means.

[BibT_eX]

[DOI]

Xinwang Liu

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Platform-Oriented Event Time Allocation.

[BibT_eX]

[DOI]

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

E$^{3}$3Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier Detection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Multiple Kernel Clustering With Compressed Subspace Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2023

Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Improving Embedding Generalization in Few-Shot Learning With Instance Neighbor Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Video Anomaly Detection via Visual Cloze Tests.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Spatial and Spectral Structure Preserved Self-Representation for Unsupervised Hyperspectral Band Selection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Lightweight Remote Sensing Change Detection With Progressive Feature Aggregation and Supervised Attention.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Object Detection in Hyperspectral Image via Unified Spectral-Spatial Feature Aggregation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Region-Aware Hierarchical Latent Feature Representation Learning-Guided Clustering for Hyperspectral Band Selection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2023

Multi-view clustering via matrix factorization assisted k-means.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Single-Cell Clustering via Dual-Graph Alignment.

[BibT_eX]

[DOI]

Dayu Hu

Ke Liang

Xinwang Liu

CoRR, 2023

Single-cell Multi-view Clustering via Community Detection with Unknown Number of Clusters.

[BibT_eX]

[DOI]

CoRR, 2023

Contrastive Continual Multi-view Clustering with Filtered Structural Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Medical Federated Model with Mixture of Personalized and Sharing Components.

[BibT_eX]

[DOI]

CoRR, 2023

Decoupled Diffusion Models with Explicit Transition Probability.

[BibT_eX]

[DOI]

CoRR, 2023

One-step Multi-view Clustering with Diverse Representation.

[BibT_eX]

[DOI]

CoRR, 2023

G2uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering.

[BibT_eX]

[DOI]

CoRR, 2023

arXiv4TGC: Large-Scale Datasets for Temporal Graph Clustering.

[BibT_eX]

[DOI]

CoRR, 2023

Message Intercommunication for Inductive Relation Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Deep Temporal Graph Clustering.

[BibT_eX]

[DOI]

CoRR, 2023

SARF: Aliasing Relation Assisted Self-Supervised Learning for Few-shot Relation Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

RARE: Robust Masked Graph Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2023

GANN: Graph Alignment Neural Network for Semi-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network.

[BibT_eX]

[DOI]

CoRR, 2023

Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment.

[BibT_eX]

[DOI]

CoRR, 2023

Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

DPNET: Dynamic Poly-attention Network for Trustworthy Multi-modal Classification.

[BibT_eX]

[DOI]

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

CONVERT: Contrastive Graph Clustering with Reliable Augmentation.

[BibT_eX]

[DOI]

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

DealMVC: Dual Contrastive Calibration for Multi-view Clustering.

[BibT_eX]

[DOI]

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

Scalable Incomplete Multi-View Clustering with Structure Alignment.

[BibT_eX]

[DOI]

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

Efficient Multi-View Graph Clustering with Local and Global Structure Preservation.

[BibT_eX]

[DOI]

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

Reinforcement Graph Clustering with Unknown Cluster Number.

[BibT_eX]

[DOI]

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

TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification.

[BibT_eX]

[DOI]

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

Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning.

[BibT_eX]

[DOI]

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

Consistency of Multiple Kernel Clustering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Dink-Net: Neural Clustering on Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Consensus One-step Multi-view Subspace Clustering (Extended abstract).

[BibT_eX]

[DOI]

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

Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering.

[BibT_eX]

[DOI]

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

Deep Incomplete Multi-View Clustering with Cross-View Partial Sample and Prototype Alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Cluster-Guided Contrastive Graph Clustering Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Auto-Weighted Multi-View Clustering for Large-Scale Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Hard Sample Aware Network for Contrastive Deep Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Variable-Parameter Noise-Tolerant Zeroing Neural Network for Time-Variant Matrix Inversion With Guaranteed Robustness.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Multiview Subspace Clustering via Co-Training Robust Data Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Projective Multiple Kernel Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Consensus Graph Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Consensus One-Step Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Cross-View Locality Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Optimal Neighborhood Multiple Kernel Clustering With Adaptive Local Kernels.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Multi-View Spectral Clustering With High-Order Optimal Neighborhood Laplacian Matrix.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Predicting Future Locations with Semantic Trajectories.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Fast Parameter-Free Multi-View Subspace Clustering With Consensus Anchor Guidance.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

High-Order Correlation Preserved Incomplete Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Discriminative Multi-Scale Deep Features.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

A Self-Supervised Gait Encoding Approach With Locality-Awareness for 3D Skeleton Based Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Graph regularized spatial-spectral subspace clustering for hyperspectral band selection.

[BibT_eX]

[DOI]

Neural Networks, 2022

Semantic instance segmentation with discriminative deep supervision for medical images.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Transfer reinforcement learning via meta-knowledge extraction using auto-pruned decision trees.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Hyperspectral band selection via region-aware latent features fusion based clustering.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

Adaptive partial graph learning and fusion for incomplete multi-view clustering.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2022

Reasoning over Different Types of Knowledge Graphs: Static, Temporal and Multi-Modal.

[BibT_eX]

[DOI]

CoRR, 2022

Contrastive Deep Graph Clustering with Learnable Augmentation.

[BibT_eX]

[DOI]

CoRR, 2022

GADMSL: Graph Anomaly Detection on Attributed Networks via Multi-scale Substructure Learning.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application.

[BibT_eX]

[DOI]

CoRR, 2022

Relational Symmetry based Knowledge Graph Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Late Fusion Multi-view Clustering via Global and Local Alignment Maximization.

[BibT_eX]

[DOI]

Siwei Wang

Xinwang Liu

En Zhu

CoRR, 2022

Mixed Graph Contrastive Network for Semi-Supervised Node Classification.

[BibT_eX]

[DOI]

CoRR, 2022

Improved Dual Correlation Reduction Network.

[BibT_eX]

[DOI]

CoRR, 2022

Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Efficient Anchor Learning-based Multi-view Clustering - A Late Fusion Method.

[BibT_eX]

[DOI]

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

Multiple Kernel Clustering with Dual Noise Minimization.

[BibT_eX]

[DOI]

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

Sample Weighted Multiple Kernel K-means via Min-Max optimization.

[BibT_eX]

[DOI]

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

Effective Video Abnormal Event Detection by Learning A Consistency-Aware High-Level Feature Extractor.

[BibT_eX]

[DOI]

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

Continual Multi-view Clustering.

[BibT_eX]

[DOI]

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

Initializing Then Refining: A Simple Graph Attribute Imputation Network.

[BibT_eX]

[DOI]

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

Attributed Graph Clustering with Dual Redundancy Reduction.

[BibT_eX]

[DOI]

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

Platform-Oriented Event Time Allocation(Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Deep Anomaly Discovery from Unlabeled Videos via Normality Advantage and Self-Paced Refinement.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Highly-efficient Incomplete Largescale Multiview Clustering with Consensus Bipartite Graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DisARM: Displacement Aware Relation Module for 3D Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Fusion Multiple Kernel K-means.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Deep Graph Clustering via Dual Correlation Reduction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Robust Graph-Based Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Efficient Batch-Mode Reinforcement Learning Using Extreme Learning Machines.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Self-Paced Clustering Ensemble.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

BR$^2$Net: Defocus Blur Detection Via a Bidirectional Channel Attention Residual Refining Network.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Simultaneous Clustering and Optimization for Evolving Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Anomaly Detection With Kernel Preserving Embedding.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

A Theoretical Revisit to Linear Convergence for Saddle Point Problems.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Fragmentary Multi-Instance Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Structured graph learning for clustering and semi-supervised classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Learning deep discriminative embeddings via joint rescaled features and log-probability centers.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Efficient and Effective Regularized Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Multiple kernel clustering with late fusion consensus local graph preserving.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2021

Partial multiview clustering with locality graph regularization.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2021

Improved autoencoder for unsupervised anomaly detection.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2021

Siamese Attribute-missing Graph Auto-encoder.

[BibT_eX]

[DOI]

CoRR, 2021

Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests.

[BibT_eX]

[DOI]

CoRR, 2021

Sensing Anomalies like Humans: A Hominine Framework to Detect Abnormal Events from Unlabeled Videos.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-view Clustering with Deep Matrix Factorization and Global Graph Refinement.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-view Deep One-class Classification: A Systematic Exploration.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Distribution-preserving Incomplete Clustering with Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-View Clustering With Learned Bipartite Graph.

[BibT_eX]

[DOI]

Miaomiao Li

Weixuan Liang

Xinwang Liu

IEEE Access, 2021

Multi-view Clustering via Deep Matrix Factorization and Partition Alignment.

[BibT_eX]

[DOI]

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

One-Stage Incomplete Multi-view Clustering via Late Fusion.

[BibT_eX]

[DOI]

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

Scalable Multi-view Subspace Clustering with Unified Anchors.

[BibT_eX]

[DOI]

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

Self-Representation Subspace Clustering for Incomplete Multi-view Data.

[BibT_eX]

[DOI]

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

Hyperspectral Band Selection via Spatial-Spectral Weighted Region-wise Multiple Graph Fusion-Based Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

One Pass Late Fusion Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Tensor-Based Multi-View Block-Diagonal Structure Diffusion for Clustering Incomplete Multi-View Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Localized Simple Multiple Kernel K-means.

[BibT_eX]

[DOI]

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

One-pass Multi-view Clustering for Large-scale Data.

[BibT_eX]

[DOI]

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

Deep Fusion Clustering Network.

[BibT_eX]

[DOI]

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

Hierarchical Multiple Kernel Clustering.

[BibT_eX]

[DOI]

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

2020

Multiple Kernel Clustering With Neighbor-Kernel Subspace Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Feature Selective Projection with Low-Rank Embedding and Dual Laplacian Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Adaptive Self-Paced Deep Clustering with Data Augmentation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Understand Dynamic Regret with Switching Cost for Online Decision Making.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

Multiple Kernel $k$k-Means with Incomplete Kernels.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Absent Multiple Kernel Learning Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Subspace segmentation-based robust multiple kernel clustering.

[BibT_eX]

[DOI]

Inf. Fusion, 2020

Deep Learning for Generic Object Detection: A Survey.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2020

Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible.

[BibT_eX]

[DOI]

CoRR, 2020

SimpleMKKM: Simple Multiple Kernel K-means.

[BibT_eX]

[DOI]

Xinwang Liu

En Zhu

Jiyuan Liu

Timothy M. Hospedales

Yang Wang

Meng Wang

CoRR, 2020

Differentially Private ERM Based on Data Perturbation.

[BibT_eX]

[DOI]

CoRR, 2020

ℓq-Norm Sample-Adaptive Multiple Kernel Learning.

[BibT_eX]

[DOI]

Qiang Wang

Xinwang Liu

Jiaqing Xu

IEEE Access, 2020

Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix.

[BibT_eX]

[DOI]

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

R²MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features.

[BibT_eX]

[DOI]

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

CGD: Multi-View Clustering via Cross-View Graph Diffusion.

[BibT_eX]

[DOI]

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

2019

Learning a Joint Affinity Graph for Multiview Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Adaptive Hypergraph Embedded Semi-Supervised Multi-Label Image Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

An Efficient and Robust Unsupervised Anomaly Detection Method Using Ensemble Random Projection in Surveillance Videos.

[BibT_eX]

[DOI]

Sensors, 2019

Late Fusion Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

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

Unsupervised feature selection via latent representation learning and manifold regularization.

[BibT_eX]

[DOI]

Neural Networks, 2019

Dual graph regularized compact feature representation for unsupervised feature selection.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Diversity and consistency learning guided spectral embedding for multi-view clustering.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Scalable k-means for large-scale clustering.

[BibT_eX]

[DOI]

Intell. Data Anal., 2019

Efficient Multiple Kernel k-Means Clustering With Late Fusion.

[BibT_eX]

[DOI]

IEEE Access, 2019

K-Means Clustering With Incomplete Data.

[BibT_eX]

[DOI]

IEEE Access, 2019

Robust Multi-View Clustering With a Unified Weight Learning Paradigm.

[BibT_eX]

[DOI]

IEEE Access, 2019

Consensus Multiple Kernel K-Means Clustering With Late Fusion Alignment and Matrix-Induced Regularization.

[BibT_eX]

[DOI]

IEEE Access, 2019

Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Two-stage Unsupervised Video Anomaly Detection using Low-rank based Unsupervised One-class Learning with Ridge Regression.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data.

[BibT_eX]

[DOI]

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

Multi-view Clustering via Late Fusion Alignment Maximization.

[BibT_eX]

[DOI]

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

Affine Equivariant Autoencoder.

[BibT_eX]

[DOI]

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

Salient Object Detection via Recurrently Aggregating Spatial Attention Weighted Cross-Level Deep Features.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-Scale Deep Features.

[BibT_eX]

[DOI]

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

Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios.

[BibT_eX]

[DOI]

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

Cross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection.

[BibT_eX]

[DOI]

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

Efficient and Effective Incomplete Multi-View Clustering.

[BibT_eX]

[DOI]

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

2018

Game-Theoretic Design of Optimal Two-Sided Rating Protocols for Service Exchange Dilemma in Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

Model-aware categorical data embedding: a data-driven approach.

[BibT_eX]

[DOI]

Soft Comput., 2018

Incremental multiple kernel extreme learning machine and its application in Robo-advisors.

[BibT_eX]

[DOI]

Soft Comput., 2018

Robust unsupervised feature selection via dual self-representation and manifold regularization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Consensus learning guided multi-view unsupervised feature selection.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Selecting the Optimal Hidden Layer of Extreme Learning Machine Using Multiple Kernel Learning.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2018

Large-scale k-means clustering via variance reduction.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Financial time series prediction using ℓ2, 1RF-ELM.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Local kernel alignment based multi-view clustering using extreme learning machine.

[BibT_eX]

[DOI]

Neurocomputing, 2018

DMP-ELMs: Data and model parallel extreme learning machines for large-scale learning tasks.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Robust graph regularized unsupervised feature selection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Dynamic Online Gradient Descent with Improved Query Complexity: A Theoretical Revisit.

[BibT_eX]

[DOI]

CoRR, 2018

Incomplete Multiview Clustering via Late Fusion.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2018

Multiple Kernel Clustering With Global and Local Structure Alignment.

[BibT_eX]

[DOI]

IEEE Access, 2018

A Kernel Method with Manifold Regularization for Interactive Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Theoretical Computer Science - 36th National Conference, 2018

Localized Incomplete Multiple Kernel k-means.

[BibT_eX]

[DOI]

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

FISH-MML: Fisher-HSIC Multi-View Metric Learning.

[BibT_eX]

[DOI]

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

DeepKSPD: Learning Kernel-Matrix-Based SPD Representation For Fine-Grained Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Multi-view Clustering with Noisy Views.

[BibT_eX]

[DOI]

Yongkai Ye

Xinwang Liu

Jianping Yin

Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence, 2018

Deep Embedded Clustering with Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of The 10th Asian Conference on Machine Learning, 2018

Variance Reduced K-Means Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Latent Semantic Aware Multi-View Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Deep Embedding for Determining the Number of Clusters.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Reliable Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Multiple kernel learning with hybrid kernel alignment maximization.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Multiple kernel clustering with corrupted kernels.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Consensus Kernel K-Means Clustering for Incomplete Multiview Data.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2017

Approximate Large-scale Multiple Kernel k-means Using Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multiple Kernel Clustering Framework with Improved Kernels.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Improved Deep Embedded Clustering with Local Structure Preservation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Deep Clustering with Convolutional Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Optimal Neighborhood Kernel Clustering with Multiple Kernels.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Multiple Kernel k-Means with Incomplete Kernels.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Absent extreme learning machine algorithm with application to packed executable identification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2016

Random Fourier extreme learning machine with ℓ2, 1-norm regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2016

A novel multi-view clustering method via low-rank and matrix-induced regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Multi-view clustering with extreme learning machine.

[BibT_eX]

[DOI]

Neurocomputing, 2016

PR-ELM: Parallel regularized extreme learning machine based on cluster.

[BibT_eX]

[DOI]

Neurocomputing, 2016

MI-ELM: Highly efficient multi-instance learning based on hierarchical extreme learning machine.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Joint diversity regularization and graph regularization for multiple kernel k-means clustering via latent variables.

[BibT_eX]

[DOI]

Teng Li

Yong Dou

Xinwang Liu

Neurocomputing, 2016

ELM based multiple kernel k-means with diversity-induced regularization.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Multiple Kernel Clustering with Local Kernel Alignment Maximization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Co-regularized kernel k-means for multi-view clustering.

[BibT_eX]

[DOI]

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

Appearance changes detection during tracking.

[BibT_eX]

[DOI]

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

Localized region context and object feature fusion for people head detection.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Multiple Kernel k-Means Clustering with Matrix-Induced Regularization.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

A Computational Model of the Short-Cut Rule for 2D Shape Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Multiple kernel extreme learning machine.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Absent Multiple Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Global and Local Structure Preservation for Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

On Radius-Incorporated Multiple Kernel Learning.

[BibT_eX]

[DOI]

Xinwang Liu

Jianping Yin

Jun Long

Proceedings of the Modeling Decisions for Artificial Intelligence, 2014

A binary feature selection framework in kernel spaces.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Spectral clustering-based local and global structure preservation for feature selection.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A Method of Discriminative Information Preservation and In-Dimension Distance Minimization Method for Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multiple Kernel Learning Based Multi-view Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Sample-Adaptive Multiple Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

An Adaptive Approach to Learning Optimal Neighborhood Kernels.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

An Efficient Approach to Integrating Radius Information into Multiple Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Large Margin Subspace Learning for feature selection.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Nonlinear discriminant clustering based on spectral regularization.

[BibT_eX]

[DOI]

Yubin Zhan

Jianping Yin

Xinwang Liu

Neural Comput. Appl., 2013

2012

Incorporation of radius-info can be simple with SimpleMKL.

[BibT_eX]

[DOI]

Neurocomputing, 2012

2011

In defense of soft-assignment coding.

[BibT_eX]

[DOI]

Lingqiao Liu

Lei Wang

Xinwang Liu

Proceedings of the IEEE International Conference on Computer Vision, 2011

2009

A Large Margin Classifier with Additional Features.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Adaptive Neighborhood Select Based on Local Linearity for Nonlinear Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computation and Intelligence, 4th International Symposium, 2009

A Max-Margin Learning Algorithm with Additional Features.

[BibT_eX]

[DOI]

Proceedings of the Frontiers in Algorithmics, Third International Workshop, 2009

2008

An Incremental Feature Learning Algorithm Based on Least Square Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the Frontiers in Algorithmics, Second Annual International Workshop, 2008

Xinwang Liu

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