By Scientia Professor Xuemin Lin

Conference Papers

Wang Y; Lin X; Chen Y; Zhao X, 2015, 'Towards Frequent Subgraph Mining on Single Large Uncertain Graphs', in Proceedings - IEEE International Conference on Data Mining, ICDM, IEEE, Atlantic City, pp. 41 - 50, presented at IEEE ICDM, Atlantic City, 14 November 2015 - 17 November 2015, http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7373308

Wang Y; Lin X; Wu L; Zhang W, 2015, 'Effective Multi-Query Expansions: Robust Landmark Retrieval', in ACM Multimedia 2015, ACM, Brisbane, Australia, pp. 79 - 88, presented at ACM Multimedia, Brisbane, Australia, 26 October 2015 - 30 October 2015, http://dx.doi.org/10.1145/2733373.2806233

Zhan L; Zhang Y; Zhang W; Wang X; Lin X, 2015, 'Range search on uncertain trajectories', in International Conference on Information and Knowledge Management, Proceedings, pp. 921 - 930, http://dx.doi.org/10.1145/2806416.2806430

Wang Y; Lin X; Wu L; Zhang W; Zhang Q, 2015, 'LBMCH: Learning bridging mapping for cross-modal hashing', in SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 999 - 1002, http://dx.doi.org/10.1145/2766462.2767825

Wang S; Cheema MA; Zhang Y; Lin X, 2015, 'Selecting representative objects considering coverage and diversity', in GeoRich 2015 - 2nd International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, in conjunction with SIGMOD 2015, pp. 31 - 36, http://dx.doi.org/10.1145/2786006.2786012

Chang L; Lin X; Qin L; Yu JX; Zhang W, 2015, 'Index-based optimal algorithms for computing steiner components with maximum connectivity', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 459 - 474, http://dx.doi.org/10.1145/2723372.2746486

Wang X; Zhang Y; Zhang W; Lin X; Cheema MA, 2015, 'Optimal spatial dominance: An effective search of nearest neighbor candidates', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 923 - 938, http://dx.doi.org/10.1145/2723372.2749442

Wang X; Zhang Y; Zhang W; Lin X; Wang W, 2015, 'AP-Tree: Efficiently support continuous spatial-keyword queries over stream', in Proceedings - International Conference on Data Engineering, pp. 1107 - 1118, http://dx.doi.org/10.1109/ICDE.2015.7113360

Yuan L; Qin L; Lin X; Chang L; Zhang W, 2015, 'Diversified top-k clique search', in Proceedings - International Conference on Data Engineering, pp. 387 - 398, http://dx.doi.org/10.1109/ICDE.2015.7113300

Chang L; Lin X; Qin L; Yu JX; Pei J, 2015, 'Efficiently computing Top-K shortest path join', in EDBT 2015 - 18th International Conference on Extending Database Technology, Proceedings, pp. 133 - 144, http://dx.doi.org/10.5441/002/edbt.2015.13

Han Y; Wang L; Zhang Y; Zhang W; Lin X, 2015, 'Spatial keyword range search on trajectories', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 223 - 240, http://dx.doi.org/10.1007/978-3-319-18123-3_14

Lai L; Qin L; Lin X; Chang L, 2015, 'Scalable Subgraph Enumeration in MapReduce', in PVLDB, Proceedings of the VLDB Endowment, Proceedings of the VLDB Endowment

Wang Y; Lin X; Wu L; Zhang W; Zhang Q, 2014, 'Exploiting correlation consensus: Towards subspace clustering for multi-modal data', in MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia, pp. 981 - 984, http://dx.doi.org/10.1145/2647868.2654999

Wang X; Zhang Y; Zhang W; Lin X; Wang W, 2014, 'Selectivity estimation on streaming spatio-textual data using local correlations', in Proceedings of the VLDB Endowment, pp. 101 - 112, http://dx.doi.org/10.14778/2735471.2735472

Sun Y; Wang W; Qin J; Zhang Y; Lin X, 2014, 'SRS: Solving c-Approximate Nearest Neighbor Queries in High Dimensional Euclidean Space with a Tiny Index', in Li C (ed.), PVLDB 2014 - 2015, Hawaii, presented at VLDB 2014 - 2015, Hawaii, 31 August 2014 - 04 September 2014, http://www.vldb.org/pvldb/vol8/p1-sun.pdf

Cheema MA; Shen Z; Lin X; Zhang W, 2014, 'A unified framework for efficiently processing ranking related queries', in Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings, pp. 427 - 438, http://dx.doi.org/10.5441/002/edbt.2014.39

Wang Y; Pei J; Lin X; Zhang Q; Zhang W, 2014, 'An iterative fusion approach to graph-based semi-supervised learning from multiple views', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 162 - 173, http://dx.doi.org/10.1007/978-3-319-06605-9_14

Zhang C; Zhang Y; Zhang W; Lin X; Cheema MA; Wang X, 2014, 'Diversified spatial keyword search on road networks', in Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings, pp. 367 - 378, http://dx.doi.org/10.5441/002/edbt.2014.34

Wang X; Zhang Y; Zhang W; Lin X, 2014, 'Efficiently identify local frequent keyword co-occurrence patterns in geo-tagged Twitter stream', in SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1215 - 1218, http://dx.doi.org/10.1145/2600428.2609548

Han Y; Chang L; Zhang W; Lin X; Wang L, 2014, 'Efficiently retrieving top-k trajectories by locations via traveling time', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 122 - 134, http://dx.doi.org/10.1007/978-3-319-08608-8_11

Yu W; Lin X; Zhang W, 2014, 'Fast incremental SimRank on link-evolving graphs', in Proceedings - International Conference on Data Engineering, pp. 304 - 315, http://dx.doi.org/10.1109/ICDE.2014.6816660

Zhan L; Zhang Y; Zhang W; Lin X, 2014, 'Identifying top k dominating objects over uncertain data', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 388 - 405, http://dx.doi.org/10.1007/978-3-319-05810-8_26

Zhao X; Xiao C; Zhang W; Lin X; Tang J, 2014, 'Improving performance of graph similarity joins using selected substructures', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 156 - 172, http://dx.doi.org/10.1007/978-3-319-05810-8_11

Zhang Y; Zhang W; Lin X; Cheema MA; Zhang C, 2014, 'Matching dominance: Capture the semantics of dominance for multi-dimensional uncertain objects', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/2618243.2618246

Qin L; Yu JX; Chang L; Cheng H; Zhang C; Lin X, 2014, 'Scalable big graph processing in MapReduce', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 827 - 838, http://dx.doi.org/10.1145/2588555.2593661

Wang Y; Lin X; Zhang Q; Wu L, 2014, 'Shifting hypergraphs by probabilistic voting', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 234 - 246, http://dx.doi.org/10.1007/978-3-319-06605-9_20

Wang Y, 2013, 'Towards metric fusion on multi-view data: a cross-view based graph random walk approach. ACM CIKM 2013: 805-810', in ACM CIKM, pp. 805 - 810, 27 October 2013 - 01 November 2013

Gao M; Jin C; Wang W; Lin X; Zhou A, 2013, 'Similarity Query Processing for Probabilistic Sets', in ICDE 2013, IEEE, Brisbane, presented at ICDE 2013, Brisbane, 08 April 2013 - 11 April 2013

Chang L; Yu JX; Qin L; Lin X; Liu C; Liang W, 2013, 'Efficiently computing k-edge connected components via graph decomposition', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 205 - 216, http://dx.doi.org/10.1145/2463676.2465323

Zhang Z; Yu JX; Qin L; Chang L; Lin X, 2013, 'I/O efficient: Computing sccs in massive graphs', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 181 - 192, http://dx.doi.org/10.1145/2463676.2463703

Zhang W; Xu J; Xu J; Zhang Y; Lin X, 2012, 'Top-k Similarity Join over Multi-valued Objects', in Database Systems for Advanced Applications - 17th International Conference, DASFAA 2012, Proceedings, Springer Verlag, Heidelberg, Germany, pp. 509 - 525, presented at 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012, Busan , South Korea, 15 April 2012 - 18 April 2012

Zhang Y; Zhang W; Lin QL; Lin X, 2012, 'Effectively Indexing the Multi-Dimensional Uncertain Objects for Range Searching', in ACM International Conference Proceeding Series, ACM, Berlin, Germany, pp. 504 - 515, presented at 15th International Conference on Extending Database Technology, Berlin, Germany, 27 March 2012 - 30 March 2012, http://dx.doi.org/10.1145/2247596.2247655

Wang W; Lin X; Do DB, 2010, 'Term graph model for text classification', in Advanced Data Mining and Applications, Springer, Heidelberg, presented at 6th International Conference on Advanced data mining and applications, Chongqing, China, 19 November 2010 - 21 November 2010

Hasan M; Cheema MA; Lin X; Qu W, 2010, 'Efficient Algorithms to Monitor Continuous Constrained k Nearest Neighbor Queries', in Database Systems for Advanced Applications, 15th International Conference, DASFAA 2010, Springer, Tsukuba, Japan, presented at 15th International Conference on Database Systems for Advanced Applications, DASFAA 2010, Tsukuba, Japan, 01 April 2010 - 04 April 2010, http://www.informatik.uni-trier.de/~ley/db/conf/dasfaa/index.html

Zhang W; Lin X; Cheema MA; Zhang Y; Wang W, 2010, 'Quantile-Based KNN Over Multi-Valued Objects', in 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings, IEEE Computer Society, 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States, New Jersey, USA, presented at 26th IEEE International Conference on Data Engineering, USA, 01 March 2010 - 06 March 2010, http://www.informatik.uni-trier.de/~ley/db/conf/icde/

Zhang W; Zhang Y; Lin X; Cheema MA, 2010, 'Best Paper Award --- Counting Distinct Objects over Sliding Windows', in (Best Paper Award) Counting Distinct Objects over Sliding Windows, Brisbane, Australia, presented at ADC 2010, Brisbane, Australia, 18 January 2010 - 22 January 2010, http://www.itee.uq.edu.au/~adc2010

Hasan M; Cheema MA; Lin X; Zhang Y, 2009, 'Efficient Construction of Safe Regions for Moving kNN Queries over Dynamic Datasets', in Advances in Spatial and Temporal Databases, Springer, Berlin / Heidelberg, presented at 11th International Symposium on Advances in Spatial and Temporal Databases, Aalborg, Denmark, 08 July 2009 - 10 July 2009, http://portal.acm.org/citation.cfm?id=1575756

Tao Y; Ding L; Lin X; Pei J, 2009, 'Distance-based representative skyline', in Proceedings - International Conference on Data Engineering, pp. 892 - 903, http://dx.doi.org/10.1109/ICDE.2009.84

Wang W; Xiao C; Lin X; Zhang C, 2009, 'Efficient Approximate Entity Extraction with Edit Distance Constraints', in AGM SIGMOD/PODS Conference 2009, ACM, New York USA, presented at ACM SIGMOD International Conference on Management of Data, SIGMOD 2009, providence, USA, 29 June 2009 - 02 July 2009

Chen Y; Wang W; Liu Z; Lin X, 2009, 'Keyword Search on Structure and Semi-structured Data', in AGM SIGMOD/PODS Conference 2009, ACM, New York USA, presented at ACM SIGMOD International Conference on Management of Data, SIGMOD 2009, providence, USA, 29 June 2009 - 02 July 2009

Lin X; Zhang Q, 2009, 'Error Minimazation for Approximate Computation of Range Aggregates', in 8th Internaltional Conference on Database Systems for Advanced Applications ( DASFAA 2003), Brisbane, Australia, presented at 14th International Conference on Database Systems for Advanced Applications, Brisbane, Australia, 20 April 2009 - 23 April 2009

Yang S; Zhang W; Zhang Y; Lin X, 2009, 'Probabilistic Threshold Range Aggregate Query Processing over Uncertain Data (the Best Paper of the Conference)', in Proceedings of APWeb/WAIM 2009, LNCS, Springer-Verlag, Berlin, presented at APWEB / WAIM 2009, Suzhou China, 01 April 2009 - 04 April 2009

Zhang Y; Lin X; Tao Y; Zhang W, 2009, 'Uncertain Location Based Range Aggregates in a Multi-dimensional Space', in Proceedings of the 25th International Conference on Data Engineering, IEEE Computer Society, USA, presented at 25th IEEE International Conference on Data Engineering ICDE 2009, Shanghai, China, 01 April 2009

Zhang W; Lin X; Zhang Y; Wang W; Yu JX, 2009, 'Probabilistic Skyline Operator over Sliding Windows', in Proceedings of the 25th International Conference on Data Engineering, IEEE Computer Society, USA, presented at International Conference on Data Engineering, Shanghai China, 29 March 2009 - 02 April 2009, http://dx.doi.org/10.1109/ICDE.2009.83

Xiao C; Wang W; Lin X; Shang H, 2009, 'Top-k Set Similarity Joins', in Proceedings of the 25th International Conference on Data Engineering, IEEE Computer Society, USA, presented at International Conference on Data Engineering, Shanghai China, 29 March 2009 - 02 April 2009, http://dx.doi.org/10.1109/ICDE.2009.111

Cheema MA; Lin X; Zhang Y; Wang ; Zhang W, 2009, 'Lazy Updates: An Efficient Technique to Continuously Monitoring Reverse kNN', in PVLDB, http://www.vldb.org/pvldb/2/vldb09-720.pdf

Chuan X; Wei W; Xuemin L; Jeffrey XY, 2008, 'Efficient similarity joins for near duplicate detection', in Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08, pp. 131 - 140, http://dx.doi.org/10.1145/1367497.1367516

Xiao C; Wang W; Lin X, 2008, 'EdJoin: an efficient algorithm for similarity joins with edit distance constraints', in 34th International conference on Very Large Databases, Auckland, New Zealand, presented at 34th International conference on Very Large Databases, Auckland, New Zealand, 23 August 2008 - 28 August 2008

Zhang Y; Lin X; Yu JX; Shang H, 2008, 'Taming verification hardness: an efficient algorithm for testing subgraph isomorphism', in 34th International conference on Very Large Databases, Auckland, New Zealand, presented at 34th International conference on Very Large Databases, Auckland, New Zealand, 23 August 2008 - 28 August 2008

Zhang W; Lin X; Pei J; Zhang Y, 2008, 'Managing uncertain data: Probabilistic approaches', in 9th International Conference on Web-Age Information Management, WAIM 2008, Zhangjia jie, China, presented at 9th International Conference on Web-Age Information Management, WAIM 2008, Zhangjia jie, China, 20 July 2008 - 22 July 2008

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