Co-occurrence Based Diffusion for Expert Search On the Web, By Z. Guan, G. Miao, R. McLoughlin, X. Yan, D. Cai TKDE'12, Transactions on Knowledge and Data Engineering, 2012 [pdf]
Graph OLAP: A Multi-Dimensional Framework for
Graph Data Analysis, By C. Chen, X. Yan, F. Zhu, J. Han, P. S Yu, KAIS'09, Knowledge
and Information Systems: An International Journal, 2009 [pdf]
Report on the First International Workshop on
Mining Graphs and Complex Structures, By L. Holder and X. Yan, SIGMOD Record 37(1): 53-55, 2008 [pdf]
Frequent Pattern Mining:
Current Status and Future Directions, by J. Han, H. Cheng, D. Xin and X. Yan, DMKD'07 (Data Mining and Knowledge
Discovery, 10th Anniversary Issue), 2007 [pdf]
On compressing frequent patterns, by D. Xin, J. Han, X. Yan, H. Chen,
DKE'07 (Data Knowledge Engineering),
60(1): 5-29, 2007 [pdf]
Integrative Array Analyzer: A Software Package
for Analysis of Cross-platform and Cross-species Microarray Data, by F. Pan, K Kamath, K. Zhang, S.
Pulapura, A. Achar, J. Nunez-Iglesias, Y. Huang, X. Yan, J. Han, H. Hu, M.
Xu, J. Hu, and X. Jasmine Zhou, Bioinformatics'06,
Vol.22 no.13: 1665-1667, 2006. [pdf]
Feature-based Substructure Similarity Search,
by X. Yan, F. Zhu, P. S. Yu, and J. Han, ACM-TODS'06
(ACM Transactions on Database Systems), Dec. 2006.
[pdf]
Statistical Debugging: A Hypothesis
Testing-based Approach,
by C. Liu, L. Fei, X. Yan, J. Han and S.
Midkiff,
IEEE-TSE'06(IEEE Transaction on Software
Engineering), 32(10):831-848, 2006. [pdf]
Graph Indexing Based on Discriminative
Frequent Structure Analysis,
by X. Yan, P. S. Yu, and J. Han, ACM-TODS'05
(ACM Transactions on Database Systems),
Dec. 2005. [pdf]
TSP: Mining Top-K Closed Sequential Patterns,
by P. Tzvetkov, X. Yan, and J. Han,
KAIS'05(Knowledge and Information Systems: An
International Journal), 7:438-457,2005. [pdf]
From Sequential Pattern Mining to Structured
Pattern Mining: A Pattern-Growth Approach,
by J. Han, J. Pei, and X. Yan, JCST'04(Journal of Computer Science and
Technology), 19(3): 257-279, 2004. [pdf]
Towards Effective Partition Management for Large Graphs,
by S. Yang, X. Yan, B. Zong, A. Khan SIGMOD'12 (Proc.
2012 Int. Conf. on Management of Data), Jun 2012
[pdf]
Understanding Task-driven Information Flow in Collaborative Networks,
by G. Miao, S. Tao, W. Cheng, J. Moulic, L. Moser and X. Yan, WWW'12 (Proc.
2012 Int.
World Wide Web Conference), April 2012
[pdf] (conditional acceptance)
Efficient multicasting for delay
tolerant networks using graph indexing, by M. Mongiovi, A. Singh, X. Yan,
B. Zong, K. Psounis,
INFOCOM'12 (Proc.
2012 Int. Conf. on Computer Communications), March 2012
[pdf]
PathSim: Meta Path-Based Top-K
Similarity Search in Heterogeneous Information Networks, by Y. Sun, J.
Han, X. Yan, P. S. Yu, T Wu,
VLDB'11 (Proc. 2011
Int. Conf. on Very Large Data Bases), Aug 2011 [pdf]
Mining Top-K Large Structural Patterns in a Massive
Network,Th by F. Zhu, Q. Qu, D. Lo, X. Yan,
J. Han, and P. Yu, VLDB'11
(Proc.
2011 Int. Conf. on Very Large Data Bases), Aug 2011
[pdf]
Neighborhood Based Fast Graph Search in Large Networks, by A. Khan, N.
Li, Z. Guan, X. Yan, S. Chakraborty, and S. Tao,
SIGMOD'11 (Proc.
2011 Int. Conf. on Management of Data), June 2011
[pdf]
Assessing and Ranking Structural Correlations in Graphs, by Z. Guan, J. Wu, Q. Zhang, A. Singh, and X. Yan,
SIGMOD'11 (Proc.
2011 Int. Conf. on Management of Data), June 2011
[pdf]
On Flow Authority Discovery in Social Networks, by C. Aggarwal, A. Khan
and X. Yan, SDM'11(Proc. 2011 SIAM International Conference on Data Mining),
Apr. 2011
[pdf]
Content-Aware Resolution Sequence Mining for Ticket Routing, by P. Sun, S.
Tao, X. Yan, N. Anerousis, Y. Chen, BPM'10(The 8th Int. Conf. on
Business Process Management), Sep. 2010
[pdf]
Generative Models for Ticket Resolution in Expert Networks G. Miao, L. Moser, X. Yan, S. Tao, Y. Chen, and N. Anerousis SIGKDD'10
(Proc. of 2010 Int. Conf. on Knowledge Discovery and Data
Mining), Jul. 2010 [pdf]
Assessing Expertise Awareness in Resolution Networks Y. Chen, S. Tao, X.
Yan, N. Anerousis, and Q. Shao ASONAM'10 (Proc.
2010 International Conference on Social Networks Analysis and Mining), Aug. 2010
[pdf]
Synthesizing Near-Optimal Malware Specifications from Suspicious Behaviors, M. Fredrikson, M. Christodorescu, S. Jha, R. Sailer, and X. Yan, Oakland'10 (31st
IEEE Symp. on Security & Privacy), May 2010
[pdf]
Towards Proximity Pattern Mining in Large Graphs, A. Khan, X. Yan
and K.-L. Wu, SIGMOD'10
(Proc. 2010 Int. Conf. on Management of Data),
June 2010
[pdf]
Mining Diversity on Networks, L. Liu, F. Zhu, C. Chen, X. Yan, J. Han, P.
S. Yu, and S. Yang,
DASFAA'10 (Proc. 2010 Int. Conf. on Database Systems for Advanced
Applications), 2010 [pdf]
Cross-Selling Optimization for Customized Product Promotion,
N. Li, Y. Yang,
X. Yan, SDM'10
(Proc. 2010 SIAM International Conference on Data Mining),
April 2010 [pdf]
Top-K Aggregation Queries
over Large Networks, X. Yan, B. He, F. Zhu, and J. Han,
ICDE'10 (Proc. 2010 Int.
Conf. on Data Engineering), Mar. 2010 [pdf]
Mining Graph Patterns Efficiently via Randomized Summaries, C. Chen, C. Lin, M. Fredrikson, M. Christodorescu, X. Yan, and J. Han,
VLDB'09 (Proc. 2009
Int. Conf. on Very Large Data Bases), Aug. 2009 [pdf]
Identifying Bug Signatures Using Discriminative Graph Mining, by H. Cheng, D. Lo, Y. Zhou, X. Wang and X. Yan,
ISSTA'09 (Proc. 2009
Int. Symp. On Software Testing and Analysis), Jul. 2009 [pdf]
Near-Optimal Supervised Feature Selection among Frequent Subgraphs, by M. Thoma, H. Cheng, A. Gretton, J. Han, H.-P. Kriegel, A. Smola, L. Song,
P. S. Yu, X. Yan, and K. Borgwardt,
SDM'09 (Proc. 2009
SIAM Int. Conf. on Data Mining), Apr. 2009 [pdf]
SmallBlue: Social Network Analysis for Expertise Search and Collective
Intelligence, by C. Lin, N. Cao, S. Liu, S. Papadimitriou, J. Sun, X. Yan,
ICDE'09
(Proc. of 2009 Int. Conf. on Data Engineering ), Mar. 2009 [pdf]
Graph OLAP: Towards Online Analytical Processing on Graphs, by C. Chen, X. Yan, F. Zhu, J. Han, and P. S. Yu,
ICDM'08
(Proc. 2008 Int. Conf. on Data Mining), Dec. 2008 [pdf]
On Effective Presentation of Graph Patterns: A Structural Representative
Approach, by C. Chen, X. Lin, X. Yan, and J. Han,
CIKM'08
(Proc. 2008 ACM Conf. on Information and Knowledge Management),
Oct. 2008 [pdf]
Efficient Ticket Routing by Resolution Sequence Mining, by Q. Shao, Y. Chen, S. Tao, X. Yan, N. Anerousis,
SIGKDD'08
(Proc. of 2008 Int. Conf. on Knowledge Discovery and Data
Mining), Aug. 2008 [pdf]
Direct Mining of Discriminative and Essential Graphical and Itemset
Features via Model-based Search Tree, by W. Fan, K. Zhang, H. Cheng, J. Gao, X. Yan, J. Han, P. S. Yu, O.
Verscheure,
SIGKDD'08
(Proc. of 2008 Int. Conf. on Knowledge Discovery and Data
Mining), Aug. 2008 [pdf]
Mining Significant Graph Patterns by Scalable Leap Search, by X. Yan, H. Cheng, J. Han, and P. S. Yu,
SIGMOD'08 (Proc. 2008 ACM SIGMOD Int.
Conf. on Management of Data), Jun. 2008 [pdf][ppt][dataset]
Direct Discriminative Pattern Mining for Effective Classification, by H. Cheng, X. Yan, J. Han, and P. S. Yu,
ICDE'08 (Proc. of 2008 Int. Conf. on
Data Engineering), Apr. 2008. [pdf]
gApprox: Mining Frequent Approximate Patterns from a Massive Network, by C. Chen, X. Yan, F. Zhu, and J. Han.
ICDM'07a(Proc. of 2007 Int. Conf. on Data Mining), Oct. 2007. (short
paper) [pdf]
Efficient Discovery of Frequent Approximate Sequential Patterns, by F. Zhu, X. Yan, J. Han, and P. S. Yu.
ICDM'07b(Proc. of 2007 Int. Conf. on Data Mining), Oct. 2007. (short
paper) [pdf]
Towards Graph Containment Search and Indexing, by C. Chen, X. Yan, P. S. Yu, J. Han, D.-Q. Zhang and X. Gu.
VLDB'07a(Proc. of 2007 Int. Conf. on Very Large Data Bases), Sep. 2007. [pdf]
EntityRank:
Searching Entities Directly and Holistically, by T. Cheng, X. Yan and K. Chang.
VLDB'07b(Proc. of 2007 Int. Conf. on Very Large Data Bases), Sep. 2007. [pdf]
A Graph-Based Approach to Systematically Reconstruct Human
Transcriptional Regulatory Modules, by X. Yan, M. Mehan, Y. Huang, M. S. Waterman, P. S. Yu, and X. Zhou.
ISMB'07a(the 15th Annual Int. Conf. on Intelligent Systems for Molecular
Biology), Jul. 2007. [pdf]
Systematic Discovery of Functional Modules and Context-Specific
Functional Annotation of Human Genome, by Y. Huang, H. Li, H. Hu, X. Yan, M. S. Waterman, H. Huang, and X.
Zhou. ISMB'07b(the 15th Annual Int. Conf. on Intelligent Systems for Molecular
Biology), Jul. 2007. [pdf]
gPrune: A Constraint Pushing Framework for Graph Pattern Mining, by F. Zhu, X. Yan, J. Han, and P. S. Yu. PAKDD'07 (Proc. of 2007
Pacific-Asia Conference on Knowledge Discovery and Data Mining), May 2007.
Best Student Paper.
[pdf]
Mining Colossal Frequent Patterns by Core Pattern Fusion, by F. Zhu, X. Yan, J. Han, P. S. Yu, and H. Cheng.
ICDE'07a(Proc. of 2006 Int. Conf. on Data Engineering), Apr. 2007.
Best Student Paper [pdf]
Discriminative Frequent Pattern Analysis for Effective Classification, by H. Cheng, X. Yan, J. Han, and C. Hsu.
ICDE'07b(Proc. of
2006 Int. Conf. on Data Engineering), Apr. 2007. [pdf]
Extracting Redundancy-aware Top-k Patterns,
by D. Xin, H. Cheng, X. Yan, J. Han, SIGKDD'06(Proc. of 2006 Int. Conf. on Knowledge Discovery and Data Mining). [pdf]
Mining Control Flow Abnormality for Logic
Error Isolation,
by C. Liu, X. Yan, and J. Han,
SDM'06(Proc. of 2006 SIAM Int. Conf. on
Data Mining), 2006.[pdf]
Searching Substructures with Superimposed
Distance,
by X. Yan, F. Zhu, J. Han, and P. S. Yu, ICDE'06 (Proc. of 2006 Int. Conf.
on Data Engineering), 2006. [pdf]
[ppt_slides]
Community Mining from Multi-Relational
Networks,
by D. Cai, Z. Shao, X. He, X. Yan, J. Han,
PKDD'05
(Proc.
of 2005 European Conf. on Principles and Practice of Knowledge Discovery in
Databases), 2005. [pdf]
SOBER: Statistical Model-based Bug
Localization,
by C. Liu, X. Yan, L. Fei, J. Han, and S.
Midkiff, FSE'05
(Proc.
of 2005 13th ACM SIGSOFT Symp. on the Foundations of Software Engineering),
2005. [pdf]
[website]
Mining Compressed Frequent-Pattern Sets,
by D. Xin, J. Han, X. Yan and H. Cheng,
VLDB'05
(Proc. of 2005 Int. Conf. on Very Large Data
Bases), 2005. [pdf]
Summarizing Itemset Patterns: A Profile-Based
Approach,
by X. Yan, H. Cheng, J. Han, and D. Xin,
SIGKDD'05a(Proc. of 2005 Int. Conf. on Knowledge
Discovery and Data Mining), 2005, Best Student
Paper RunnerUp. [pdf]
Mining Closed Relational Graphs with
Connectivity Constraints,
by X. Yan, X. Jasmine Zhou, and J. Han,
SIGKDD'05b
(Proc. of 2005 Int. Conf. on Knowledge
Discovery and Data Mining), 2005. [pdf]
Mining Coherent Dense Subgraphs Across Massive
Biological Networks for Functional Discovery,
by H. Hu, X. Yan, Y. Huang, J. Han, X.
Jasmine Zhou, ISMB'05
(also Bioinformatics). [pdf]
[website]
Substructure Similarity Search in Graph
Databases, by X. Yan, P. S. Yu, and J. Han,
SIGMOD'05(Proc. of 2005 Int. Conf. on Management of
Data), 2005. [pdf]
Among top-ranked papers in SIGMOD'05,
Invited to ACM Transactions on Database Systems (TODS).
Mining Behavior Graphs for `Backtrace' of
Noncrashing Bugs, by C. Liu, X. Yan, H. Yu, J. Han, and P. S. Yu,
SDM'05a
(Proc. of 2005 SIAM Int. Conf. on Data Mining),
2005. [pdf]
SeqIndex: Indexing Sequences by Sequential
Pattern Analysis, by H. Cheng, X. Yan, and J. Han,
SDM'05b(Proc. of 2005 SIAM Int. Conf. on Data
Mining), 2005 (short paper). [pdf]
Mining Closed Relational Graphs with
Connectivity Constraints,
by X. Yan, X. Zhou, J. Han, ICDE'05
(Proc. of 2005 Int. Conf. on Data Engineering)
(short paper). [pdf]
Graph Indexing: A Frequent Structure-based
Approach,
by X. Yan, P. S. Yu, and J. Han, SIGMOD'04(Proc. of 2004 Int. Conf. on
Management of Data), 2004. [pdf][dataset] Among top-ranked papers in SIGMOD'04, Invited
to ACM Transactions on Database Systems (TODS).
IncSpan: Incremental Mining of Sequential
Patterns in Large Database, by H. Cheng, X. Yan, and J. Han, SIGKDD'04(Proc. 2004 of the Int. Conf. on Knowledge
Discovery and Data Mining), 2004. [pdf]
CloseGraph: Mining Closed Frequent Graph
Patterns, by X. Yan and J. Han,
SIGKDD'03(Proc. of 2003 Int. Conf. Knowledge
Discovery and Data Mining), 2003. [pdf]
Google Scholar ranks CloseGraph as #1 for "graph
pattern mining", with 140 citations. (as of Nov 25, 2007)
CloSpan: Mining Closed Sequential Patterns in
Large Datasets, by X. Yan, J. Han, and R. Afshar,
SDM'03
(Proc. of 2003 SIAM Int. Conf. Data Mining),
2003. [pdf]
TSP: Mining Top-K Closed Sequential Patterns,
by P. Tzvetkov, X. Yan, and J. Han,
ICDM'03
(Proc. of 2003 Int. Conf. on Data
Mining), 2003. [pdf]
gSpan: Graph-Based Substructure Pattern
Mining,
by X. Yanand J. Han,
ICDM'02
(Proc. of 2002 Int. Conf. on Data Mining)
(short paper), 2002. [pdf]
Expanded Version, UIUC Technical Report, UIUCDCS-R-2002-2296. [pdf]
Google Scholar ranks gSpan as #3 for
"graph pattern mining", with 276 citations. (as of Nov 25, 2007)
Accelerating Volume Rendering with L-Buffer,
by X. Yan, W. Cai and J. Shi,
CAD&Graphics'97, Wuhan, China, 1997.
Discovery of Frequent Substructures
by X. Yan and J. Han,
Mining Graph Data, D. Cook and L. Holder, John Wiley & Sons Inc, 2007.
Discovering evolutionary classifier over high
speed non-static stream,
by J. Yang, X. Yan, J. Han, and W. Wang,
Advanced Methods for Knowledge Discovery from Complex Data, S.
Bandyopadhyay, U. Maulik, L. Holder, D. Cook (Eds.), Springer, 2005.
Mining Frequent Patterns in Data Streams at
Multiple Time Granularities,
by C. Giannella, J. Han, J. Pei, X. Yan, and P. S. Yu,
Next Generation Data Mining, H. Kargupta, A. Joshi, K. Sivakumar, and Y.
Yesha (eds.), AAAI/MIT, 2004.
Sequential Pattern Mining by Pattern-Growth:
Principles and Extensions,
by J. Han, J. Pei, and X. Yan,
Recent Advances in Data Mining and Granular Computing (Mathematical Aspects
of Knowledge Discovery), W. Chu and T. Lin (eds.), Springer Verlag, 2004.
EasyTicket: A Ticket Routing Recommendation Engine
for Enterprise Problem Resolution, by Q. Shao, Y. Chen, S. Tao, X. Yan, N. Anerousis,
Proc. of 2008 Int. Conf. on Very Large Data Bases
(VLDB'08),
Auckland, New Zealand, 2008
Combining near-optimal feature selection with
gSpan, by K. Borgwardt1, X. Yan, M. Thoma, H. Cheng, A.
Gretton, L. Song, A. Smola, J. Han, P. Yu, H.-P. Kriegel, 6th Int. Workshop on Mining and Learning with Graph
(MLG'08), Helsinki, Finland, 2008
Entity Search: Search Directly and Holistically,
by T. Cheng, X. Yan, K. Chang, Proc. of 2007 Int. Conf. on Management of Data
(SIGMOD'07), Beijing, China, 2007
BioArrayMine: A Software Package for
Integrative Analysis of Cross-platform and Cross-species Microarray Data,
by F. Pan, K. Kamath, H. Hu, Y. Huang, K. Zhang, M. Xu, X. Yan, J. Han, and
X. Jasmine Zhou,
Proc. of 2005 Int. Conf. on Intelligent Systems for Molecular Biology
(ISMB'05), Detroit, MI, 2005 (system demo).
GraphMiner: A Structural Pattern Mining System
for Large Disk-based Graph Databases and Its Applications,
by W. Wang, C. Wang, Y. Zhu, B. Shi, J. Pei, X. Yan, and J. Han,
Proc. of 2005 Int. Conf. on Management of Data (SIGMOD'05), 879-881,
Baltimore, MD, 2005 (system demo).
Mining Hidden Community in Heterogeneous
Social Networks,
by D. Cai, Z. Shao, X. He, X. Yan, and J. Han,
Technical Report UIUCDCS-R-2005-2538, Department of Computer Science,
University of Illinois at Urbana-Champaign, 2005.
Using Data Mining for Discovering Patterns in
Autonomic Storage Systems,
by Z. Li, S. Srinivasan, Z. Chen, Y. Zhou, P. Tzvetkov, X. Yan, and J. Han,
ACM Workshop on Algorithms and Architectures for Self-Managing Systems,
Proc. of 2003 Federated Computing Research Conference (FCRC'03), 2003.
A Framework for Continuous Quantile
Computation over Sensor Networks,
by X. Yan, J. Yang, J. Han, and W. Wang,
Technical Report UIUCDCS-R-2003-2382, Department of Computer Science,
University of Illinois at Urbana-Champaign, 2003.
gSpan: Graph-Based Substructure Pattern
Mining,
by X. Yan and J. Han,
Technical Report UIUCDCS-R-2002-2296, Department of Computer Science,
University of Illinois at Urbana-Champaign, 2002.