Zhengzhang Chen

发表

Batch Mode Active Learning with Hierarchical-Structured Embedded Variance

Fei Wang, Alok N. Choudhary, Yu Cheng, 2014, SDM.

NoDoze: Combatting Threat Alert Fatigue with Automated Provenance Triage

Ding Li, Zhengzhang Chen, Wajih Ul Hassan, 2019, NDSS.

Designing label-aware base kernels for semi-supervised learning

Ivan Marsic, Kai Zhang, Zhengzhang Chen, 2015 .

NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing

Seung Woo Son, Wei-keng Liao, Alok N. Choudhary, 2014, SC14: International Conference for High Performance Computing, Networking, Storage and Analysis.

Annealed Sparsity via Adaptive and Dynamic Shrinking

Yuan Qi, Jieping Ye, Haifeng Chen, 2016, KDD.

Feedback-driven multiclass active learning for data streams

Jiang Wang, Alok N. Choudhary, Ankit Agrawal, 2013, CIKM.

T2-Net: A Semi-supervised Deep Model for Turbulence Forecasting pdf

Bo Zong, Yanchi Liu, Zhengzhang Chen, 2020, ArXiv.

Indexing bipartite memberships in web graphs

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2014, 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014).

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

Chen Luo, Lu-An Tang, Anshumali Shrivastava, 2017, ArXiv.

Integrating Community and Role Detection in Information Networks

Yizhou Sun, Lu-An Tang, Haifeng Chen, 2016, SDM.

Enhancing semi-supervised learning through label-aware base kernels

Ivan Marsic, Kai Zhang, Guofei Jiang, 2016, Neurocomputing.

A Data Mining Approach in Structure-Property Optimization

Abhishek Kumar, Ankit Agrawal, Alok Choudhary, 2014 .

Detecting and Tracking Disease Outbreaks by Mining Social Media Data

Alok N. Choudhary, Zhengzhang Chen, Yusheng Xie, 2013, IJCAI.

Spice: discovery of phenotype-determining component interplays

Nagiza F. Samatova, Zhengzhang Chen, James R. Mihelcic, 2012, BMC Systems Biology.

A predictive machine learning approach for microstructure optimization and materials design

Alok Choudhary, Ankit Agrawal, Zhengzhang Chen, 2015, Scientific Reports.

Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations

Wei Cheng, Haifeng Chen, Wei Wang, 2016, KDD.

Heterogeneous Graph Matching Networks pdf

Philip S. Yu, Haifeng Chen, Zhengzhang Chen, 2019, ArXiv.

From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding

Ivan Marsic, Kai Zhang, Guofei Jiang, 2015, SDM.

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

Alok N. Choudhary, Ankit Agrawal, Goce Trajcevski, 2016, Knowledge and Information Systems.

Detecting Pathway Cross-Talks by Analyzing Conserved Functional Modules across Multiple Phenotype-Expressing Organisms

Nagiza F. Samatova, Ye Jin, Zhengzhang Chen, 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine.

Wavelet Image Compression Based on Context Predicting With Past Information in Rows (Columns)

Bo Li, Zhengzhang Chen, Xiaoyuan Yang, 2007, Third International Conference on Natural Computation (ICNC 2007).

TINET: Learning Invariant Networks via Knowledge Transfer

Jieping Ye, Chen Luo, Lu-An Tang, 2018, KDD.

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

Alok N. Choudhary, Ankit Agrawal, Lu Liu, 2013, CIKM.

Inapproximability results for equations over infinite groups

Zhengzhang Chen, Dengpan Yin, Wenbin Chen, 2010, Theor. Comput. Sci..

Collaborative Alert Ranking for Anomaly Detection

Wei Cheng, Ying Lin, Kai Zhang, 2016, CIKM.

Discovery of Informative and Predictive Patterns in Dynamic Networks of Complex Systems

Zhengzhang Chen, Zhengzhang Chen, 2012 .

Bootstrapping active name disambiguation with crowdsourcing

Jiang Wang, Alok N. Choudhary, Ankit Agrawal, 2013, CIKM.

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

Chen Luo, Lu-An Tang, James Caverlee, 2018, CIKM.

Deep Program Reidentification: A Graph Neural Network Solution pdf

Philip S. Yu, Haifeng Chen, Ding Li, 2018, ArXiv.

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

Alok N. Choudhary, Kunpeng Zhang, Ankit Agrawal, 2013, 2013 IEEE International Conference on Big Data.

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

Haifeng Chen, Zhengzhang Chen, Pengyang Wang, 2020, WWW.

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

Bo Zong, Yanchi Liu, Gerard de Melo, 2019, AAAI.

MuSES: Multilingual Sentiment Elicitation System for Social Media Data

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2014, IEEE Intelligent Systems.

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

Nagiza F. Samatova, Zhengzhang Chen, Matthew C. Schmidt, 2011, BMC Bioinform..

Forecast Oriented Classification of Spatio-Temporal Extreme Events

Nagiza F. Samatova, Wei-keng Liao, Alok N. Choudhary, 2013, IJCAI.

Entity Embedding-Based Anomaly Detection for Heterogeneous Categorical Events pdf

Yizhou Sun, Lu-An Tang, Kai Zhang, 2016, IJCAI.

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

Nagiza F. Samatova, Vipin Kumar, Alok N. Choudhary, 2013, SDM.

Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2015, SpringSim.

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

Xiao Yu, Qi Wang, Haifeng Chen, 2020, NDSS.

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

Qiang Fu, Alok N. Choudhary, Ankit Agrawal, 2015, 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing.

Community-based anomaly detection in evolutionary networks

Nagiza F. Samatova, Zhengzhang Chen, William Hendrix, 2012, Journal of Intelligent Information Systems.

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

Hui Wang, Boxiang Dong, Ying Lin, 2016, ArXiv.

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

Nagiza F. Samatova, Wenbin Chen, Lingxi Peng, 2014, Theor. Comput. Sci..

Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification

Philip S. Yu, Haifeng Chen, Zhengzhang Chen, 2018, SDM.

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

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2015, 2015 Eighth International Conference on Contemporary Computing (IC3).

Adversarial Defense Framework for Graph Neural Network pdf

Philip S. Yu, Xiao Yu, Haifeng Chen, 2019, ArXiv.

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

Nagiza F. Samatova, Alok N. Choudhary, Zhengzhang Chen, 2012, Data Mining and Knowledge Discovery.

Distinguish Polarity in Bag-of-Words Visualization

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2017, AAAI.

A probabilistic graphical model for brand reputation assessment in social networks

Doug Downey, Wei-keng Liao, Alok N. Choudhary, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

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

Nagiza F. Samatova, Vipin Kumar, Zhengzhang Chen, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

Proceedings - 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015

Chen Jin, Qiang Fu, Ankit Agrawal, 2015, IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing.

Heterogeneous Graph Matching Networks for Unknown Malware Detection

Philip S. Yu, Haifeng Chen, Zhengzhang Chen, 2019, IJCAI.

An Efficient Lossless Compression Algorithm for Well Logging Result Drawings

Yong Shi, Bo Li, Liqiang He, 2007, Fourth International Conference on Image and Graphics (ICIG 2007).

The Study on Software Optimization Technology of Remote Sensing Image Compression System Based on DSP Platform

Bo Li, Feifei Zhou, Yong Shi, 2007, MSA.

Predictive Modeling in Characterizing Localization Relationships

Ankit Agrawal, Alok Choudhary, Surya R. Kalidindi, 2014 .

Optimization technology of 9/7 wavelet lifting scheme on DSP*

Zhengzhang Chen, Xiaoyuan Yang, Rui Yang, 2007, International Symposium on Multispectral Image Processing and Pattern Recognition.

Detecting and Tracking Community Dynamics in Evolutionary Networks

Nagiza F. Samatova, Ye Jin, Zhengzhang Chen, 2010, 2010 IEEE International Conference on Data Mining Workshops.

Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs pdf

Haifeng Chen, Zhengzhang Chen, Ding Li, 2020, CIKM.

Data Compression for the Exascale Computing Era - Survey

Wei-keng Liao, Ankit Agrawal, Alok Choudhary, 2014, Supercomput. Front. Innov..

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

Alok N. Choudhary, Ankit Agrawal, Songtao Guo, 2013, KDD.

Graphical Modeling of Macro Behavioral Targeting in Social Networks

Alok N. Choudhary, Kunpeng Zhang, Ankit Agrawal, 2013, SDM.

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

Nagiza F. Samatova, Vipin Kumar, Alok N. Choudhary, 2011, IJCAI.

Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems

Boxiang Dong, Wendy Hui Wang, Ying Lin, 2017, CIKM.

A Scalable Hierarchical Clustering Algorithm Using Spark

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2015, 2015 IEEE First International Conference on Big Data Computing Service and Applications.

Anomalous Event Sequence Detection

Boxiang Dong, Lu-An Tang, Zhengzhang Chen, 2021, IEEE Intelligent Systems.

Efficient α, β-motif finder for identification of phenotype-related functional modules

Nagiza F. Samatova, Zhengzhang Chen, James R. Mihelcic, 2011, BMC Bioinformatics.