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

2021

Integrating a prospect theory-based consensus-reaching process into large-scale quality function deployment and its application in the evaluation of contingency plan.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2021

EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2021

DPGS: Degree-Preserving Graph Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

CubeFlow: Money Laundering Detection with Coupled Tensors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

AugSplicing: Synchronized Behavior Detection in Streaming Tensors.

[BibT_eX]

[DOI]

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

2020

Summarizing graphs using the configuration model.

[BibT_eX]

[DOI]

CoRR, 2020

SpecGreedy: Unified Dense Subgraph Detection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Silicon-Based Integrated Broadband Wavelength-Meter with Low Temperature Sensitivity.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Efficient Model-Based Collaborative Filtering with Fast Adaptive PCA.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Provably Robust Node Classification via Low-Pass Message Passing.

[BibT_eX]

[DOI]

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

FlowScope: Spotting Money Laundering Based on Graphs.

[BibT_eX]

[DOI]

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

2019

A Contrast Metric for Fraud Detection in Rich Graphs.

[BibT_eX]

[DOI]

Shenghua Liu

Bryan Hooi

Christos Faloutsos

IEEE Trans. Knowl. Data Eng., 2019

CT LIS: Learning Influences and Susceptibilities through Temporal Behaviors.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

SMF: Drift-Aware Matrix Factorization with Seasonal Patterns.

[BibT_eX]

[DOI]

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

CatchCore: Catching Hierarchical Dense Subtensor.

[BibT_eX]

[DOI]

Wenjie Feng

Shenghua Liu

Xueqi Cheng

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

EigenPulse: Detecting Surges in Large Streaming Graphs with Row Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series.

[BibT_eX]

[DOI]

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

Optimal Algorithm for Profiling Dynamic Arrays with Finite Values.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2019

2018

MFPR: A Personalized Ranking Recommendation with Multiple Feedback.

[BibT_eX]

[DOI]

ACM Trans. Soc. Comput., 2018

NeuCast: Seasonal Neural Forecast of Power Grid Time Series.

[BibT_eX]

[DOI]

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

2017

EagleMine: Vision-Guided Mining in Large Graphs.

[BibT_eX]

[DOI]

CoRR, 2017

Marked Temporal Dynamics Modeling based on Recurrent Neural Network.

[BibT_eX]

[DOI]

CoRR, 2017

BeatLex: Summarizing and Forecasting Time Series with Patterns.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Marked Temporal Dynamics Modeling Based on Recurrent Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Personalized Ranking Recommendation via Integrating Multiple Feedbacks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Single-Pass PCA of Large High-Dimensional Data.

[BibT_eX]

[DOI]

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

Cascade Dynamics Modeling with Attention-based Recurrent Neural Network.

[BibT_eX]

[DOI]

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

Learning Concise Representations of Users' Influences through Online Behaviors.

[BibT_eX]

[DOI]

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

EyeQual: Accurate, Explainable, Retinal Image Quality Assessment.

[BibT_eX]

[DOI]

Pedro Costa

Aurélio J. C. Campilho

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

HoloScope: Topology-and-Spike Aware Fraud Detection.

[BibT_eX]

[DOI]

Shenghua Liu

Bryan Hooi

Christos Faloutsos

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

2016

Learning Sentimental Influences from Users' Behaviors.

[BibT_eX]

[DOI]

CoRR, 2016

Modeling and Predicting Retweeting Dynamics via a Mixture Process.

[BibT_eX]

[DOI]

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

Predict Anchor Links across Social Networks via an Embedding Approach.

[BibT_eX]

[DOI]

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

2015

TASC: Topic-Adaptive Sentiment Classification on Dynamic Tweets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Learning User-Specific Latent Influence and Susceptibility from Information Cascades.

[BibT_eX]

[DOI]

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

2014

Ranking Tweets with Local and Global Consistency Using Rich Features.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Ranking Tweets by Labeled and Collaboratively Selected Pairs with Transitive Closure.

[BibT_eX]

[DOI]

Shenghua Liu

Xueqi Cheng

Fangtao Li

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

SUIT: A Supervised User-Item Based Topic Model for Sentiment Analysis.

[BibT_eX]

[DOI]

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

2013

Co-training and visualizing sentiment evolvement for tweet events.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

A Blending Method for Automated Social Tagging.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

ICTNET at Microblog Track in TREC 2013.

[BibT_eX]

[DOI]

Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Learning Topics in Short Texts by Non-negative Matrix Factorization on Term Correlation Matrix.

[BibT_eX]

[DOI]

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

Adaptive co-training SVM for sentiment classification on tweets.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

ICTNET at Microblog Track TREC 2012.

[BibT_eX]

[DOI]

Proceedings of The Twenty-First Text REtrieval Conference, 2012

Finding Topic-Related Tweets Using Conversational Thread.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Processing VI, 2012

Using WordNet-Based Neighborhood for Improving Social Tag Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Applications, 2012

Clustering short text using Ncut-weighted non-negative matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

ICTNET at Microblog Track TREC 2011.

[BibT_eX]

[DOI]

Proceedings of The Twentieth Text REtrieval Conference, 2011

2010

Effective congestion reduction for IC package substrate routing.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2010

Simultaneous slack budgeting and retiming for synchronous circuits optimization.

[BibT_eX]

[DOI]

Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010

2009

Substrate Topological Routing for High-Density Packages.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

Diffusion-driven congestion reduction for substrate topological routing.

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[DOI]

Proceedings of the 2009 International Symposium on Physical Design, 2009

2008

Topological routing to maximize routability for package substrate.

[BibT_eX]

[DOI]

Proceedings of the 45th Design Automation Conference, 2008

2006

Agent-Based Web Service Composition with JADE and JXTA.

[BibT_eX]

Shenghua Liu

Peep Küngas

Mihhail Matskin

Proceedings of the 2006 International Conference on Semantic Web & Web Services, 2006

Shenghua Liu

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