Lifang He

CoRR, 2022

Intelligent classification of antenatal cardiotocography signals via multimodal bidirectional gated recurrent units.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2022

Sparse Interpretation of Graph Convolutional Networks for Multi-modal Diagnosis of Alzheimer's Disease.

[BibT_eX]

[DOI]

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

Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis.

[BibT_eX]

[DOI]

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

Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Interpretable Graph Convolutional Network Of Multi-Modality Brain Imaging For Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Structure-Preserving Graph Kernel for Brain Network Classification.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Shared-Attribute Multi-Graph Clustering with Global Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image Registration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Multi-level Feature Learning for Contrastive Multi-view Clustering.

[BibT_eX]

[DOI]

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

From Known to Unknown: Quality-aware Self-improving Graph Neural Network For Open Set Social Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks (Extended Abstract).

[BibT_eX]

[DOI]

Antonio Aodong Chen Gu

Proceedings of the IEEE International Conference on Big Data, 2022

Tensor-Based Multi-Modal Multi-Target Regression for Alzheimer's Disease Prediction.

[BibT_eX]

[DOI]

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

Multi-View Brain Network Analysis with Cross-View Missing Network Generation.

[BibT_eX]

[DOI]

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

2021

MixSp: A Framework for Embedding Heterogeneous Information Networks With Arbitrary Number of Node and Edge Types.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

CommPOOL: An interpretable graph pooling framework for hierarchical graph representation learning.

[BibT_eX]

[DOI]

Neural Networks, 2021

Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Multiplex Graph Networks for Multimodal Brain Network Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Contrastive Multi-Modal Clustering.

[BibT_eX]

[DOI]

CoRR, 2021

Error-Robust Multi-View Clustering: Progress, Challenges and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2021

Federated Multi-View Learning for Private Medical Data Integration and Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Federated Depression Detection from Multi-SourceMobile Health Data.

[BibT_eX]

[DOI]

CoRR, 2021

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Non-Linear Fusion for Self-Paced Multi-View Clustering.

[BibT_eX]

[DOI]

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

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks.

[BibT_eX]

[DOI]

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

Outlier-Robust Multi-View Subspace Clustering with Prior Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering.

[BibT_eX]

[DOI]

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

HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Adversarial Directed Graph Embedding.

[BibT_eX]

[DOI]

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

KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning.

[BibT_eX]

[DOI]

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

2020

CAMAR: a broad learning based context-aware recommender for mobile applications.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2020

A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods.

[BibT_eX]

[DOI]

Zhaoming Kong

Xiaowei Yang

CoRR, 2020

Mixup-Transfomer: Dynamic Data Augmentation for NLP Tasks.

[BibT_eX]

[DOI]

CoRR, 2020

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Directed Graph Embedding.

[BibT_eX]

[DOI]

CoRR, 2020

A Survey on Text Classification: From Shallow to Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks.

[BibT_eX]

[DOI]

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

Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Heterogeneous Similarity Graph Neural Network on Electronic Health Records.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification.

[BibT_eX]

[DOI]

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

2019

Multi-view collective tensor decomposition for cross-modal hashing.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2019

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Coupled Tensor Decomposition for User Clustering in Mobile Internet Traffic Interaction Pattern.

[BibT_eX]

[DOI]

IEEE Access, 2019

Outlier-Robust Multi-Aspect Streaming Tensor Completion and Factorization.

[BibT_eX]

[DOI]

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

MARS: Memory Attention-Aware Recommender System.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2018

MARS: Memory Attention-Aware Recommender System.

[BibT_eX]

[DOI]

CoRR, 2018

Learning from Multi-View Multi-Way Data via Structural Factorization Machines.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

On Spectral Graph Embedding: A Non-Backtracking Perspective and Graph Approximation.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Boosted Sparse and Low-Rank Tensor Regression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multi-view Collective Tensor Decomposition for Cross-modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Multi-View Fusion Through Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

SSDMV: Semi-Supervised Deep Social Spammer Detection by Multi-view Data Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

A Self-Organizing Tensor Architecture for Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

PER: A Probabilistic Attentional Model for Personalized Text Recommendations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis.

[BibT_eX]

[DOI]

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

2017

Computing Urban Traffic Congestions by Incorporating Sparse GPS Probe Data and Social Media Data.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

Reducing uncertainty of dynamic heterogeneous information networks: a fusing reconstructing approach.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

Learning from Multi-View Structural Data via Structural Factorization Machines.

[BibT_eX]

[DOI]

CoRR, 2017

Multilinear Factorization Machines for Multi-Task Multi-View Learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

t-BNE: Tensor-based Brain Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Structural Deep Brain Network Mining.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Kernelized Support Tensor Machines.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Multi-view Graph Embedding with Hub Detection for Brain Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

A Broad Learning Approach for Context-Aware Mobile Application Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Multi-way Multi-level Kernel Modeling for Neuroimaging Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Broad Learning based Multi-Source Collaborative Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Coupled Sparse Matrix Factorization for Response Time Prediction in Logistics Services.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Multi-view Clustering with Graph Embedding for Connectome Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Contaminant removal for Android malware detection systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Error-robust multi-view clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Intrusive tumor growth inspired optimization algorithm for data clustering.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2016

Spatio-Temporal Tensor Analysis for Whole-Brain fMRI Classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Trust Hole Identification in Signed Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Multi-graph Clustering Based on Interior-Node Topology with Applications to Brain Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Estimating Urban Traffic Congestions with Multi-sourced Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Joint Community and Structural Hole Spanner Detection via Harmonic Modularity.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Multi-source Multi-view Clustering via discrepancy penalty.

[BibT_eX]

[DOI]

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

Item Recommendation for Emerging Online Businesses.

[BibT_eX]

[DOI]

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

Online Unsupervised Multi-view Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Online multi-view clustering with incomplete views.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

A Low-Rank Approximation-Based Transductive Support Tensor Machine for Semisupervised Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

A bilateral-truncated-loss based robust support vector machine for classification problems.

[BibT_eX]

[DOI]

Soft Comput., 2015

Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix Factorization with L<sub>2</sub>, 1 Regularization.

[BibT_eX]

[DOI]

Weixiang Shao

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Clustering on Multi-source Incomplete Data via Tensor Modeling and Factorization.

[BibT_eX]

[DOI]

Weixiang Shao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Citywide traffic congestion estimation with social media.

[BibT_eX]

[DOI]

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014

A robust least squares support vector machine for regression and classification with noise.

[BibT_eX]

[DOI]

Xiaowei Yang

Liangjun Tan

Neurocomputing, 2014

A GA-based feature selection and parameter optimization for linear support higher-order tensor machine.

[BibT_eX]

[DOI]

Neurocomputing, 2014

DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Low-Density Cut Based Tree Decomposition for Large-Scale SVM Problems.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Tensor-Based Multi-view Feature Selection with Applications to Brain Diseases.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

A Linear Support Higher-Order Tensor Machine for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

An adaptive class pairwise dimensionality reduction algorithm.

[BibT_eX]

[DOI]