Zhengzhang Chen

Trans. Data Sci., 2020

AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning.

[BibT_eX]

[DOI]

CoRR, 2020

A Generic Edge-Empowered Graph Convolutional Network via Node-Edge Mutual Enhancement.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Anomaly Detection on Web-User Behaviors Through Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Communication Networks, 2020

You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis.

[BibT_eX]

[DOI]

Proceedings of the 27th Annual Network and Distributed System Security Symposium, 2020

T<sup>2</sup>-Net: A Semi-supervised Deep Model for Turbulence Forecasting.

[BibT_eX]

[DOI]

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

APTrace: A Responsive System for Agile Enterprise Level Causality Analysis.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

This is Why We Can't Cache Nice Things: Lightning-Fast Threat Hunting using Suspicion-Based Hierarchical Storage.

[BibT_eX]

[DOI]

Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020

Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation.

[BibT_eX]

[DOI]

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

2019

Heterogeneous Graph Matching Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Adversarial Defense Framework for Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2019

Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification.

[BibT_eX]

[DOI]

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

NoDoze: Combatting Threat Alert Fatigue with Automated Provenance Triage.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

Heterogeneous Graph Matching Networks for Unknown Malware Detection.

[BibT_eX]

[DOI]

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

2018

Deep Program Reidentification: A Graph Neural Network Solution.

[BibT_eX]

[DOI]

CoRR, 2018

TINET: Learning Invariant Networks via Knowledge Transfer.

[BibT_eX]

[DOI]

Chen Luo

Lu-An Tang

Anshumali Shrivastava

Zhichun Li

Haifeng Chen

Jieping Ye

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

Collaborative Alert Ranking for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Behavior-based Community Detection: Application to Host Assessment In Enterprise Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

SILVERBACK+: scalable association mining via fast list intersection for columnar social data.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2017

Accelerating Dependency Graph Learning from Heterogeneous Categorical Event Streams via Knowledge Transfer.

[BibT_eX]

[DOI]

Chen Luo

Lu-An Tang

Anshumali Shrivastava

Zhichun Li

CoRR, 2017

Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems.

[BibT_eX]

[DOI]

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

Distinguish Polarity in Bag-of-Words Visualization.

[BibT_eX]

[DOI]

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

2016

Enhancing semi-supervised learning through label-aware base kernels.

[BibT_eX]

[DOI]

Neurocomputing, 2016

GID: Graph-based Intrusion Detection on Massive Process Traces for Enterprise Security Systems.

[BibT_eX]

[DOI]

CoRR, 2016

Integrating Community and Role Detection in Information Networks.

[BibT_eX]

[DOI]

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

Annealed Sparsity via Adaptive and Dynamic Shrinking.

[BibT_eX]

[DOI]

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

Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations.

[BibT_eX]

[DOI]

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

Entity Embedding-Based Anomaly Detection for Heterogeneous Categorical Events.

[BibT_eX]

[DOI]

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

2015

Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce.

[BibT_eX]

[DOI]

Proceedings of the Symposium on High Performance Computing, 2015

From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding.

[BibT_eX]

[DOI]

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

Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Contemporary Computing, 2015

Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

A Scalable Hierarchical Clustering Algorithm Using Spark.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

2014

Solving the maximum duo-preservation string mapping problem with linear programming.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2014

Data Compression for the Exascale Computing Era - Survey.

[BibT_eX]

[DOI]

Supercomput. Front. Innov., 2014

MuSES: Multilingual Sentiment Elicitation System for Social Media Data.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2014

Batch Mode Active Learning with Hierarchical-Structured Embedded Variance.

[BibT_eX]

[DOI]

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

NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2014

Indexing bipartite memberships in web graphs.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

Discovery of extreme events-related communities in contrasting groups of physical system networks.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2013

Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships.

[BibT_eX]

[DOI]

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

Graphical Modeling of Macro Behavioral Targeting in Social Networks.

[BibT_eX]

[DOI]

Md. Mostofa Ali Patwary

Yusheng Xie

Kunpeng Zhang

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

JobMiner: a real-time system for mining job-related patterns from social media.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Detecting and Tracking Disease Outbreaks by Mining Social Media Data.

[BibT_eX]

[DOI]

Yusheng Xie

Alok N. Choudhary

Proceedings of the IJCAI 2013, 2013

Forecast Oriented Classification of Spatio-Temporal Extreme Events.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs.

[BibT_eX]

[DOI]

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

Bootstrapping active name disambiguation with crowdsourcing.

[BibT_eX]

[DOI]

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

Feedback-driven multiclass active learning for data streams.

[BibT_eX]

[DOI]

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

Elver: Recommending Facebook pages in cold start situation without content features.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

A probabilistic graphical model for brand reputation assessment in social networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Community-based anomaly detection in evolutionary networks.

[BibT_eX]

[DOI]

William Hendrix

J. Intell. Inf. Syst., 2012

Spice: discovery of phenotype-determining component interplays.

[BibT_eX]

[DOI]

Kanchana Padmanabhan

Andrea M. Rocha

Yekaterina Shpanskaya

James R. Mihelcic

Kathleen Scott

BMC Syst. Biol., 2012

Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis.

[BibT_eX]

[DOI]

Vipin Kumar

Anatoli V. Melechko

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011

Efficient alpha, beta-motif Finder for Identification of Phenotype-related Functional Modules.

[BibT_eX]

[DOI]

BMC Bioinform., 2011

Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction.

[BibT_eX]

[DOI]