Publications

» Main   Research   People   Openings   Software new!    Activities   Albums

DBLP Record

1.       Xiangliang Zhang, Zon-Yin Shae, Shuai Zheng, Hani Jamjoom, "Virtual Machine Migration in an Over-committed Cloud". To appear in 13th IEEE/IFIP Network Operations and Management Symposium (NOMS' 2012), Hawaii, April 16 -20, 2012 (long technical paper, acceptance rate=55/210=26.2%).

2.       Wei Wang, Xiangliang Zhang, Wenchang Shi, Shiguo Lian, Dengguo Feng, "Understanding and Analyzing Network Traffic". IEEE Network, Guest Editorial, January 2012 (to appear).

3.       Shuai Zheng, Zon-Yin Shae, Xiangliang Zhang, Hani Jamjoom, and Liana Fong, "Analysis and Modeling of Social Influence in High Performance Computing Workloads", 17th International European Conference on Parallel and Distributed Computing (Euro-Par'2011), pp. 193-204, Springer, Bordeaux, France, August 29 - September 2, 2011 (acceptance rate=81/271=29.9%) [PDF] [slides].

4.       Georgios Pitsilis, Xiangliang Zhang, Wei Wang, "Clustering Recommenders in Collaborative Filtering Using Explicit Trust Information", 5th IFIP WG 11.11 International Conference on Trust Management (IFIPTM' 2011), Springer, pp. 82-97, June 29- July 1, Copenhagen, Denmark (full paper). [PDF]

5.       Wei Wang, Xiangliang Zhang, Wenchang Shi, Shiguo Lian, Dengguo Feng, "Network traffic monitoring, analysis and anomaly detection". IEEE Network, Guest Editorial, pp. 6-7, May 2011.

6.       Wei Wang, Xiangliang Zhang, "High-speed Web Attack Detection through Extracting Exemplars from HTTP Traffic", proceedings of 26th Symposium on Applied Computing (SAC' 2011)(Security track), ACM Press, pp. 1538-1543, TaiChung, Taiwan, 21-25 March, 2011 (security track acceptance rate=9/41=22%).

7.       Xiangliang Zhang, Wei Wang, Kjetil Nørvåg, Michèle Sebag, "K-AP: Generating Specified K Clusters by Efficient Affinity Propagation", proceedings of 10th IEEE International Conference on Data Mining (ICDM' 2010), pp. 1187-1192, Sydney, Australia, December 14-17, 2010 (acceptance rate=155/797=19.4%) [PDF] [Slides]  [CODEnew! ].

8.       Cyril Furtlehner, Michèle Sebag, Xiangliang Zhang, “Scaling Analysis of Affinity Propagation”, Physical Review E, vol.81, no.6. 066102 (14 pages), 2010 [PDF].

9.       Wei Wang, Xiangliang Zhang, Georgios Pitsilis, "Abstracting Audit Data for Lightweight Intrusion Detection",  Proceedings of 6th International Conference on Information Systems Security (ICISS' 2010), pp. 201-215, Gandhinagar Gujarat, India, LNCS 6503, Springer, 15-19 December 2010 (acceptance rate =14/51=27.5%).

10.    Xiangliang Zhang, Cécile Germain-Renaud and Michèle Sebag, "Adaptively Detecting Changes in Autonomic Grid Computing", proceedings of Workshop on Autonomic Computational Science (ACS) in conjunction with 11th ACM/IEEE International Conference on Grid Computing (Grid'2010), pp. 387-392, Brussels, Belgium, October 25-29, 2010.

11.     Xiangliang Zhang, Wei Wang, "Self-adaptive Change Detection in Streaming Data with Non-stationary Distribution", proceedings of 6th International Conference on Advanced Data Mining and Applications (ADMA' 2010),  pp. 334-345, ChongQing, China, LNCS 6440, Springer 2010, November 19-21, 2010 (oral paper, acceptance rate= 63/361=17.5%).

12.    Xiangliang Zhang, Cyril Furtlehner, Julien Perez, Cécile Germain,  Michèle Sebag, " Toward Autonomic Grids: Analyzing the Job Flow with Affinity Streaming".  Proceedings of 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD'2009), pp. 987-996, Paris, France, June 28 –July 1, 2009 (acceptance rate=105/561=18.7%)  [PDF] [Slides] [Video] [CODEnew! ].

13.    Wei Wang, Xiangliang Zhang, Sylvain Gombault, "Constructing Attribute Weights from Audit Data for Effective Intrusion Detection",  Journal of Systems and Software (JSS), Elsevier, vol. 82, no. 12, pp. 1974-1981, 2009. [PDF]

14.    Wei Wang, Xiangliang Zhang, Sylvain Gombault, Svein J. Knapskog, "Attribute Normalization in Network Intrusion Detection", Proceedings of 10th International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN'2009), IEEE Press, Kaohxiung, Taiwan, pp. 448-453, Dec 14-16, 2009.

15.    Xiangliang Zhang, Cyril Furtlehner, Cécile Germain-Renaud and Michèle Sebag,  "G-StrAP: A 2-level Real-time Grid Monitoring System". Proceedings of 11st Conférence francophone sur l'Apprentissage artificiel (CAp'2009), Hammamet, Tunisia, May 25 -29, 2009.            

16.    Xiangliang Zhang, Michèle Sebag, Cécile Germain, "Multi-scale Realtime Grid Monitoring with Job Stream Mining".  9th ACM/IEEE International Symposium on Cluster Computing and the Grid (CCGrid'09), pp. 420-427, Shanghai, China, May 18 -21, 2009 (acceptance rate=57/271=21%)[PDF] [Slides] [CODEnew! ].

17.     Xiaohong Guan, Wei Wang, Xiangliang Zhang, "Fast Intrusion Detection Based on a Non-negative Matrix Factorization Model". Journal of Network and Computer Applications, Elsevier, vol. 32, no. 1, pp.31-44, 2009 [PDF].

18.    Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag, "Data streaming with Affinity propagation". Proceedings of  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD'2008), Antwerp, Belgium, pp. 628-643, Lecture Notes in Computer Science 5212, Springer 2008, September 15-19, 2008 (acceptance rate=98/521=18.8%) [PDF] [Slides] [Video] [CODEnew! ].

19.    Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag, "Distributed and Incremental Clustering Based on Weighted Affinity Propagation". Proceedings of  fourth European Starting AI Researcher Symposium (STAIRS'08), conjunction with ECAI '2008, Patras, Greece, pp. 199-210, Volume 179, Frontiers in Artificial Intelligence and Applications, IOS Press, July 21-25, 2008,.

20.    Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag, "Frugal and online affinity propagation", Proceedings of Conférence francophone sur l'Apprentissage (CAp' 2008), Ile de Porquerolles, France, May 29-31, 2008.

21.    Xiangliang Zhang, Michèle Sebag, Cécile Germain, "Modelling the jobs of a Grid System". Proceedings of 16th congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle (RFIA2008), Amiens, France, Jan 23-25, 2008 (in French).

22.    Wei Wang, Xiaohong Guan and Xiangliang Zhang, "Processing of Massive Audit Data Streams for Real-Time Anomaly Intrusion Detection". Computer Communications, Elsevier, vol. 31, no. 1, pp.58-72,  2008. [PDF 2008 Elsevier ]

23.    Xiangliang Zhang, Michèle Sebag, Cécile Germain, "Toward Behavioral Modeling of a Grid System: Mining the Logging and Bookkeeping files". Proceedings of IEEE ICDM 2007 workshop - DSMM 07, Omaha, Nebraska, USA, pp. 581-586, Oct 28-31, IEEE Press, 2007 [PDF 2007 IEEE ].

24.    Haibo Zhang, Xiangliang Zhang, Yong Wang, Akio Takaoka, "Tomography experiment of an integrated circuit specimen using 3 MeV electrons in the transmission electron microscope". Review of Scientific Instruments, American Institute of Physics (AIP), 78, 013701, 2007.

25.    Wei Wang, Xiaohong Guan, Xiangliang Zhang, Liwei Yang, "Profiling program behavior for anomaly intrusion detection based on the transition and frequency property of computer audit data". Computers & Security, Elsevier, vol. 25, no 7, pp. 539-550, 2006 [PDF 2006 Elsevier ].

26.    Xiangliang Zhang, Wei Wang, Xiaohong Guan. "Use of Hidden Markov Models for Detection of Anomalous Program Behaviors". Journal of Xi'an Jiaotong University, vol. 39, no.10, pp. 1056-1059, 2005 (in Chinese) [PDF in Chinese ].

27.    Wei Wang, Xiuzhen Chen, Xiaohong Guan, Xiangliang Zhang, "Defense-in-Depth Adaptive Intrusion Detection System ". Journal of Xi'an Jiaotong University, vol 39, no. 4, pp. 339~342, 2005  (in Chinese) [PDF in Chinese].

28.    Wei Wang, Xiaohong Guan, Xiangliang Zhang, "Profiling Program and User Behaviors for Anomaly Intrusion Detection Based on Non-negative Matrix Factorization". Proceedings of 43rd IEEE Conference on Decision and Control (CDC' 2004), Atlantis, Paradise Island, Bahamas, pp. 99-104, Dec 2004 [PDF 2004 IEEE ].

29.    Wei Wang, Xiaohong Guan, Xiangliang Zhang. "A Novel Intrusion Detection Method Based on Principal Component Analysis in Computer Security". Advances in Neural Networks-ISNN' 2004. The first International IEEE Symposium on Neural Networks, Dalian, China. LNCS No. 3174. pp. 657-662, Aug 2004  [PDF 2004 Springer ]..

30.    Wei Wang, Xiaohong Guan, Xiangliang Zhang, "Modeling Program Behaviors by Hidden Markov Models for Intrusion Detection". The Third IEEE International Conference on Machine Learning and Cybernetics (ICMLC' 2004), Shanghai, China, pp. 2830-2835. Aug 2004 [PDF 2004 IEEE ].