Nan Du

Guangxu Xun

IEEE Trans. Knowl. Data Eng., 2021

FM-ECG: A fine-grained multi-label framework for ECG image classification.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Practical fine-grained learning based anomaly classification for ECG image.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

Knowledge-Guided Efficient Representation Learning for Biomedical Domain.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Extracting Medical Knowledge from Crowdsourced Question Answering Website.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

Entity Synonym Discovery via Multipiece Bilateral Context Matching.

[BibT_eX]

[DOI]

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

On the Generation of Medical Question-Answer Pairs.

[BibT_eX]

[DOI]

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

2019

KMR: knowledge-oriented medicine representation learning for drug-drug interaction and similarity computation.

[BibT_eX]

[DOI]

J. Cheminformatics, 2019

SynonymNet: Multi-context Bilateral Matching for Entity Synonyms.

[BibT_eX]

[DOI]

CoRR, 2019

MCVAE: Margin-based Conditional Variational Autoencoder for Relation Classification and Pattern Generation.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Path-based Attribute-aware Representation Learning for Relation Prediction.

[BibT_eX]

[DOI]

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

MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Joint Slot Filling and Intent Detection via Capsule Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Multi-grained Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering.

[BibT_eX]

[DOI]

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

2018

Finding Similar Medical Questions from Question Answering Websites.

[BibT_eX]

[DOI]

CoRR, 2018

When Truth Discovery Meets Medical Knowledge Graph: Estimating Trustworthiness Degree for Medical Knowledge Condition.

[BibT_eX]

[DOI]

CoRR, 2018

AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation.

[BibT_eX]

[DOI]

CoRR, 2018

Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Ontology Evaluation with Path-based Text-aware Entropy Computation.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

On the Generative Discovery of Structured Medical Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

MuVAN: A Multi-view Attention Network for Multivariate Temporal Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Cooperative Denoising for Distantly Supervised Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts.

[BibT_eX]

[DOI]

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

Bringing semantic structures to user intent detection in online medical queries.

[BibT_eX]

[DOI]

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

2016

Variational hybridization and transformation for large inaccurate noisy-or networks.

[BibT_eX]

[DOI]

CoRR, 2016

Mining User Intentions from Medical Queries: A Neural Network Based Heterogeneous Jointly Modeling Approach.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Augmented LSTM Framework to Construct Medical Self-Diagnosis Android.

[BibT_eX]

[DOI]

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

Influence based analysis of community consistency in dynamic networks.

[BibT_eX]

[DOI]

Guangxu Xun

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Tracking Temporal Community Strength in Dynamic Networks.

[BibT_eX]

[DOI]

Xiaowei Jia

IEEE Trans. Knowl. Data Eng., 2015

Identifying Affinity Classes of Inorganic Materials Binding Sequences via a Graph-Based Model.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2015

A graph-based integrative method of detecting consistent protein functional modules from multiple data sources.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2015

Functional Node Detection on Linked Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Random Decision Hashing for Massive Data Learning.

[BibT_eX]

[DOI]

Xiatian Zhang

Wei Fan

Proceedings of the 4th International Workshop on Big Data, 2015

Significant Edge Detection in Target Network by Exploring Multiple Auxiliary Networks.

[BibT_eX]

[DOI]

Liang Ge

Xiaowei Jia

Kang Li

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

A Deep Learning Approach to Link Prediction in Dynamic Networks.

[BibT_eX]

[DOI]

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

LRBM: A Restricted Boltzmann Machine Based Approach for Representation Learning on Linked Data.

[BibT_eX]

[DOI]

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

Analysis on Community Variational Trend in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Learning, Analyzing and Predicting Object Roles on Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Progression Analysis of Community Strengths in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Critical protein detection in dynamic PPI networks with multi-source integrated deep belief nets.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Detecting mutual functional gene clusters from multiple related diseases.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

A Framework for Identifying Affinity Classes of Inorganic Materials Binding Peptide Sequences.

[BibT_eX]

[DOI]

Proceedings of the ACM Conference on Bioinformatics, 2013

2012

A link prediction based unsupervised rank aggregation algorithm for informative gene selection.

[BibT_eX]

[DOI]

Kang Li

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

De-noise biological network from heterogeneous sources via link propagation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

A graph-based cluster ensemble method to detect protein functional modules from multiple information sources.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Bioinformatics, 2012

A collective NMF method for detecting protein functional module from multiple data sources.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Bioinformatics, 2012

Detecting ECG abnormalities via transductive transfer learning.

[BibT_eX]

[DOI]

Kang Li

Proceedings of the ACM International Conference on Bioinformatics, 2012

Finding informative genes for prostate cancer: a general framework of integrating heterogeneous sources.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Bioinformatics, 2012

Evolutionary analysis of functional modules in dynamic PPI networks.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Bioinformatics, 2012

2011

Finding Informative Genes from Multiple Microarray Experiments: A Graph-based Consensus Maximization Model.

[BibT_eX]

[DOI]

Liang Ge