Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

CLARE: A Semi-supervised Community Detection Algorithm.

[BibT_eX]

[DOI]

Xixi Wu

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

Cross-Modal Contrastive Learning for Code Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022

Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Algorithmic Trading Strategies for Informed Traders.

[BibT_eX]

[DOI]

Jingxia Xu

Yun Xiong

Proceedings of the 5th International Conference on Big Data Technologies, 2022

AISLE: Self-supervised Representation Learning for the Investigation of Advanced Persistent Threat.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science in Cyberspace, 2022

Concurrent Transformer for Spatial-Temporal Graph Modeling.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation.

[BibT_eX]

[DOI]

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

Few-Shot Radiology Report Generation via Knowledge Transfer and Multi-modal Alignment.

[BibT_eX]

[DOI]

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

GeoGTI: Towards a General, Transferable and Interpretable Site Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2022

2021

Pythagorean Fuzzy Petri Nets for Knowledge Representation and Reasoning in Large Group Context.

[BibT_eX]

[DOI]

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

IGE+: A Framework for Learning Node Embeddings in Interaction Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

GraphInception: Convolutional Neural Networks for Collective Classification in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Highly Liquid Temporal Interaction Graph Embeddings.

[BibT_eX]

[DOI]

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

AutoCite: Multi-Modal Representation Fusion for Contextual Citation Generation.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

HSGMP: Heterogeneous Scene Graph Message Passing for Cross-modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

BioHanBERT: A Hanzi-aware Pre-trained Language Model for Chinese Biomedical Text Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Exploring the Role of Intermediaries in Dual-Special Purpose Vehicle Mode REITs.

[BibT_eX]

[DOI]

Proceedings of the ICBDT 2021: 4th International Conference on Big Data Technologies, Zibo, China, September 24, 2021

CoPE: Modeling Continuous Propagation and Evolution on Interaction Graph.

[BibT_eX]

[DOI]

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

Improving Chinese Character Representation with Formation Graph Attention Network.

[BibT_eX]

[DOI]

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

Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer.

[BibT_eX]

[DOI]

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

C2BERT: Cross-contrast BERT for Chinese Biomedical Sentence Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Radiology Report Generation for Rare Diseases via Few-shot Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Addressing Disparities in Diabetes Using Temporal Fairness Models.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

An annotated dataset of tongue images.

[BibT_eX]

[DOI]

Dataset, July, 2020

Grey Reasoning Petri Nets for Large Group Knowledge Representation and Reasoning.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2020

Precise Orbit and Clock Products of Galileo, BDS and QZSS from MGEX Since 2018: Comparison and PPP Validation.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Bipolar fuzzy Petri nets for knowledge representation and acquisition considering non-cooperative behaviors.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

ISTD-GCN: Iterative Spatial-Temporal Diffusion Graph Convolutional Network for Traffic Speed Forecasting.

[BibT_eX]

[DOI]

Yi Xie

Yun Xiong

Yangyong Zhu

CoRR, 2020

SEAL: Learning Heuristics for Community Detection with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning.

[BibT_eX]

[DOI]

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

Code2Text: Dual Attention Syntax Annotation Networks for Structure-Aware Code Translation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

SAST-GNN: A Self-Attention Based Spatio-Temporal Graph Neural Network for Traffic Prediction.

[BibT_eX]

[DOI]

Yi Xie

Yun Xiong

Yangyong Zhu

Proceedings of the Database Systems for Advanced Applications, 2020

MinSR: Multi-level Interests Network for Session-Based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

SpEC: Sparse Embedding-Based Community Detection in Attributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

CommDGI: Community Detection Oriented Deep Graph Infomax.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

TI-GCN: A Dynamic Network Embedding Method with Time Interval Information.

[BibT_eX]

[DOI]

Yali Xiang

Yun Xiong

Yangyong Zhu

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

Few-shot Radiology Report Generation for Rare Diseases.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Multi-task Attributed Graphical Lasso.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

KASR: Knowledge-Aware Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

IASR: An Item-Level Attentive Social Recommendation Model for Personalized Ranking.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2019

Real-Time Kinematic Precise Orbit Determination for LEO Satellites Using Zero-Differenced Ambiguity Resolution.

[BibT_eX]

[DOI]

Remote. Sens., 2019

A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2019

Failure mode and effect analysis using interval type-2 fuzzy sets and fuzzy Petri nets.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2019

A Novel Failure Mode and Effect Analysis Approach Integrating Probabilistic Linguistic Term Sets and Fuzzy Petri Nets.

[BibT_eX]

[DOI]

IEEE Access, 2019

NetMerger: Predicting Cross-network Links in Merged Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

GAN-Based Deep Matrix Factorization for Recommendation Systems.

[BibT_eX]

[DOI]

Qingqin Wang

Yun Xiong

Yangyong Zhu

Proceedings of the Data Science - 6th International Conference, 2019

Net2Text: An Edge Labelling Language Model for Personalized Review Generation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

DynGraphGAN: Dynamic Graph Embedding via Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Attention-Based Abnormal-Aware Fusion Network for Radiology Report Generation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation.

[BibT_eX]

[DOI]

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

Collective Link Prediction Oriented Network Embedding with Hierarchical Graph Attention.

[BibT_eX]

[DOI]

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

Metapath Enhanced Graph Attention Encoder for HINs Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Data Reconstruction Based on Temporal Expressions in Clinical Notes.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

NetCycle+: A Framework for Collective Evolution Inference in Dynamic Heterogeneous Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Deep Collective Classification in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

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

ConfigFile++: Automatic comment enhancement for misconfiguration prevention.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Workshop on Machine Learning Techniques for Software Quality Evaluation, 2018

Functional-Oriented Relationship Strength Estimation: From Online Events to Offline Interactions.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Tracking Dynamic Magnet Communities: Insights from a Network Perspective.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Predicting Disease-related Associations by Heterogeneous Network Embedding.

[BibT_eX]

[DOI]

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

A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression.

[BibT_eX]

[DOI]

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

Automatic Generation of Pseudocode with Attention Seq2seq Model.

[BibT_eX]

[DOI]

Shaofeng Xu

Yun Xiong

Proceedings of the 25th Asia-Pacific Software Engineering Conference, 2018

RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

2017

How the Passengers Flow in Complex Metro Networks?

[BibT_eX]

[DOI]

Guandong Sun

Yun Xiong

Yangyong Zhu

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Meta-Path Graphical Lasso for Learning Heterogeneous Connectivities.

[BibT_eX]

[DOI]

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

Easier Said Than Done: Diagnosing Misconfiguration via Configuration Constraints Analysis: A Study of the Variance of Configuration Constraints in Source Code.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering, 2017

Learning Node Embeddings in Interaction Graphs.

[BibT_eX]

[DOI]

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

Developing a regional classifier to track patient needs in medical literature using spiral timelines on a geographical map.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

ConfMapper: Automated Variable Finding for Configuration Items in Source Code.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

NetCycle: Collective Evolution Inference in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

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

2015

Top-k Similarity Join in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Yun Xiong

Yangyong Zhu

Philip S. Yu

IEEE Trans. Knowl. Data Eng., 2015

Towards Data Science.

[BibT_eX]

[DOI]

Yangyong Zhu

Yun Xiong

Data Sci. J., 2015

Defining Data Science.

[BibT_eX]

[DOI]

Yangyong Zhu

Yun Xiong

CoRR, 2015

Multi-source Information Fusion for Personalized Restaurant Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2014

An Efficient Drug-Target Interaction Mining Algorithm in Heterogeneous Biological Networks.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Mining high-temperature event space-time regions in geo-referenced temperature series data.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

2013

Time Series Representation: A Random Shifting Perspective.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Stock Trend Prediction by Classifying Aggregative Web Topic-Opinion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Co-anomaly Event Detection in Multiple Temperature Series.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2013

Towards Cohesive Anomaly Mining.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Link Prediction Using BenefitRanks in Weighted Networks.

[BibT_eX]

[DOI]

Zhijie Lin

Yun Xiong

Yangyong Zhu

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Clustering Based on Yukawa Potential.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

FIND - A Data Cloud Platform for Financial Data Services.

[BibT_eX]

Zhicheng Liao

Yun Xiong

Yangyong Zhu

Proceedings of the DATA 2012, 2012

Mining hub-based protein complexes in massive biological networks.

[BibT_eX]

[DOI]

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

2010

User Navigation Behavior Mining Using Multiple Data Domain Description.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

A Brain Data Integration Model Based on Multiple Ontology and Semantic Similarity.

[BibT_eX]

[DOI]

Li Xue

Yun Xiong

Yangyong Zhu

Proceedings of the Brain Informatics, International Conference, 2010

TOPPER: An algorithm for mining top k patterns in biological sequences based on regularity measurement.

[BibT_eX]

[DOI]

Yun Xiong

Junhua He