Google Citation | DBLP
Tutorial
X. Wu and X. Ying. "A Tutorial of Privacy-Preservation of Graphs and Social Networks", tutorial at the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD11), 2011(pdf).
Invited Book Chapters
X. Wu, X. Ying and L. Wu. "Analyzing Socio-technical Networks: a Spectrum Perspective". Invited book chapter. Socio-technical Networks: Science and Engineering Design. Editors Fei Hu, Ali Mostashari and Jiang Xie. Taylor & Francis LLC, CRC Press, 2010.
X. Wu, X.Ying, K. Liu and L. Chen. "A Survey of Algorithms for Privacy-Preservation of Graphs and Social Networks". Invited book chapter. Managing and Mining Graph Data. Editors Charu C. Aggarwal and Haixun Wang. Kluwer Academic Publishers. 2009(pdf).
X. Ying, X. Wu, K.Pan, and L. Guo. "On the Quantification of Identity and Link Disclosures in Randomizing Social Networks". Invited book chapter. Advances in Information & Intelligent Systems. Editors Z.W. Ras and W. Ribarsky, Studies in Computational Intelligence, Vol 251, Springer, 2009.
X. Wu, X.Ying, K. Liu and L. Chen. "A Survey of Algorithms for Privacy-Preservation of Graphs and Social Networks". Invited book chapter. Managing and Mining Graph Data. Editors Charu C. Aggarwal and Haixun Wang. Kluwer Academic Publishers. 2009(pdf).
X. Ying, X. Wu, K.Pan, and L. Guo. "On the Quantification of Identity and Link Disclosures in Randomizing Social Networks". Invited book chapter. Advances in Information & Intelligent Systems. Editors Z.W. Ras and W. Ribarsky, Studies in Computational Intelligence, Vol 251, Springer, 2009.
Papers
X. Ying, X. Wu, and Y. Wang. "On Linear Refinement of Differential Privacy-Preserving Query Answering". Proceedings of the 17th Pacific-Asial Conference on Knowledge Discovery and Data Mining (PAKDD13), 2013(pdf). Best Application Paper Award
L. Wu, X. Ying, X. Wu, A. Lu, and Z-H. Zhou. "Examining Spectral Space of Complex Networks with Positive and Negative Links". International Journal of Social Network Mining (IJSNM), 1(1):91-111, 2012.
L. Wu, X. Ying, X. Wu and Z-H. Zhou. "Line Orthogonality in Adjacency Eigenspace with Application to Community Partition". Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI11), 2011(pdf).
L. Wu, X. Ying, X. Wu, A. Lu, and Z-H. Zhou. "Spectral Analysis of k-balanced Signed Graphs". Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD11), 2011(pdf).
X. Ying, X. Wu, and D. Barbara. "Spectrum Based Fraud Detection in Social Networks". Proceedings of the 27th IEEE International Conference on Data Engineering (ICDE11), 2011(pdf).
X. Ying, L. Wu and X. Wu. "A Spectrum-based Framework for Quantifying Randomness of Social Networks". IEEE Transactions on Knowledge and Data Engineering (TKDE), 23(12):1842-1856, 2011.
X. Ying and X. Wu. "On Link Privacy in Randomizing Social Networks". Journal of Knowledge and Information System, 28(3):645-663, 2011.
L. Guo, X. Ying and X. Wu. "Limiting Attribute Disclosure in Randomization based Microdata Release". Journal of Computing Science and Engineering (JCSE), 5(3):169-182, 2011.
L. Wu, X. Ying and X. Wu. "Reconstruction from Randomized Graph via Low Rank Approximation". Proceedings of the 10th SIAM Conference on Data Mining (SDM10), 2010(pdf).
L. Guo, X. Ying and X. Wu. "On Attribute Disclosure in Randomization based Privacy Preserving Data Publishing". IEEE International Workshop on Privacy Aspects of Data Mining (PADM10), In conjunction with ICDM10, 2010.
L. Harrison, X. Hu, X. Ying, A. Lu, W. Wang and X. Wu. "Interactive Detection of Network Anomalies via Coordinated Multiple Views ". Proceedings of the 7th International Symposium on Visualization for Cyber Security (VizSec10), In conjunction with RAID, 2010.
X. Ying, X. Wu, and D. Barbara. "Spectrum Based Fraud Detection in Social Networks". Proceedings of the 17th ACM International Conference on Computer and Communications Security (CCS10), Chicago, 2010(pdf).
X. Ying, K. Pan,X. Wu and L. Guo. "Comparisons of Randomization and K-degree Anonymization Schemes for Privacy Preserving Social Network Publishing ", Proceedings of the 3rd SIGKDD Workshop on Social Network Mining and Analysis (SNA-KDD), 2009(pdf).
X. Ying and X. Wu. "Graph Generation with Prescribed Feature Constraints". Proceedings of the 9th SIAM Conference on Data Mining (SDM09), 2009(pdf).
X. Ying and X. Wu. "On Randomness Measures for Social Networks". Proceedings of the 9th SIAM Conference on Data Mining (SDM09), 2009(pdf).
X. Ying and X. Wu. "On Link Privacy in Randomizing Social Networks". Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD09), 2009(pdf). Best Student Paper Runner-up Award.
X. Ying and X. Wu. "Randomizing Social Networks: a Spectrum Preserving Approach". Proceedings of the 8th SIAM Conference on Data Mining (SDM08), 2008(pdf).
L. Wu, X. Ying, X. Wu, A. Lu, and Z-H. Zhou. "Examining Spectral Space of Complex Networks with Positive and Negative Links". International Journal of Social Network Mining (IJSNM), 1(1):91-111, 2012.
L. Wu, X. Ying, X. Wu and Z-H. Zhou. "Line Orthogonality in Adjacency Eigenspace with Application to Community Partition". Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI11), 2011(pdf).
L. Wu, X. Ying, X. Wu, A. Lu, and Z-H. Zhou. "Spectral Analysis of k-balanced Signed Graphs". Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD11), 2011(pdf).
X. Ying, X. Wu, and D. Barbara. "Spectrum Based Fraud Detection in Social Networks". Proceedings of the 27th IEEE International Conference on Data Engineering (ICDE11), 2011(pdf).
X. Ying, L. Wu and X. Wu. "A Spectrum-based Framework for Quantifying Randomness of Social Networks". IEEE Transactions on Knowledge and Data Engineering (TKDE), 23(12):1842-1856, 2011.
X. Ying and X. Wu. "On Link Privacy in Randomizing Social Networks". Journal of Knowledge and Information System, 28(3):645-663, 2011.
L. Guo, X. Ying and X. Wu. "Limiting Attribute Disclosure in Randomization based Microdata Release". Journal of Computing Science and Engineering (JCSE), 5(3):169-182, 2011.
L. Wu, X. Ying and X. Wu. "Reconstruction from Randomized Graph via Low Rank Approximation". Proceedings of the 10th SIAM Conference on Data Mining (SDM10), 2010(pdf).
L. Guo, X. Ying and X. Wu. "On Attribute Disclosure in Randomization based Privacy Preserving Data Publishing". IEEE International Workshop on Privacy Aspects of Data Mining (PADM10), In conjunction with ICDM10, 2010.
L. Harrison, X. Hu, X. Ying, A. Lu, W. Wang and X. Wu. "Interactive Detection of Network Anomalies via Coordinated Multiple Views ". Proceedings of the 7th International Symposium on Visualization for Cyber Security (VizSec10), In conjunction with RAID, 2010.
X. Ying, X. Wu, and D. Barbara. "Spectrum Based Fraud Detection in Social Networks". Proceedings of the 17th ACM International Conference on Computer and Communications Security (CCS10), Chicago, 2010(pdf).
X. Ying, K. Pan,X. Wu and L. Guo. "Comparisons of Randomization and K-degree Anonymization Schemes for Privacy Preserving Social Network Publishing ", Proceedings of the 3rd SIGKDD Workshop on Social Network Mining and Analysis (SNA-KDD), 2009(pdf).
X. Ying and X. Wu. "Graph Generation with Prescribed Feature Constraints". Proceedings of the 9th SIAM Conference on Data Mining (SDM09), 2009(pdf).
X. Ying and X. Wu. "On Randomness Measures for Social Networks". Proceedings of the 9th SIAM Conference on Data Mining (SDM09), 2009(pdf).
X. Ying and X. Wu. "On Link Privacy in Randomizing Social Networks". Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD09), 2009(pdf). Best Student Paper Runner-up Award.
X. Ying and X. Wu. "Randomizing Social Networks: a Spectrum Preserving Approach". Proceedings of the 8th SIAM Conference on Data Mining (SDM08), 2008(pdf).
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