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Research Output

  • 1506 Citations
  • 20 h-Index
  • 32 Conference contribution
  • 17 Article
  • 4 Conference article
  • 1 Editorial
2019

Collecting and analyzing multidimensional data with local differential privacy

Wang, N., Xiao, X., Yang, Y., Zhao, J., Hui, S. C., Shin, H., Shin, J. & Yu, G., 1 Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 638-649 12 p. 8731512. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)
2018

Privtrie: effective frequent term discovery under local differential privacy

Wang, N., Xiao, X., Yang, Y., Hoang, T. D., Shin, H., Shin, J. & Yu, G., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 821-832 12 p. 8509300

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)
2017

DRS: Auto-Scaling for Real-Time Stream Analytics

Fu, T. Z. J., Ding, J., Ma, R. T. B., Winslett, M., Yang, Y. & Zhang, Z., Dec 2017, In : IEEE/ACM Transactions on Networking. 25, 6, p. 3338-3352 15 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

FORA: Simple and effective approximate single-source personalized PageRank

Wang, S., Yang, R., Xiao, X., Wei, Z. & Yang, Y., 13 Aug 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 505-514 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Generating synthetic decentralized social graphs with local differential privacy

Qin, Z., Yu, T., Yang, Y., Khalil, I., Xiao, X. & Ren, K., 30 Oct 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, Vol. Part F131467. p. 425-438 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

30 Citations (Scopus)

PrivSuper: A superset-first approach to frequent Itemset mining under differential privacy

Wang, N., Xiao, X., Yang, Y., Zhang, Z., Gu, Y. & Yu, G., 16 May 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 809-820 12 p. 7930027

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Citations (Scopus)
2016

Auction-based cloud service differentiation with service level objectives

Ding, J., Zhang, Z., Richard, T. B. M. & Yang, Y., 15 Jan 2016, In : Computer Networks. 94, p. 231-249 19 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Convex optimization for linear query processing under approximate differential privacy

Yuan, G., Yang, Y., Zhang, Z. & Hao, Z., 13 Aug 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016. p. 2005-2014 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Effective indexing for approximate constrained shortest path queries on large road networks

Wang, S., Xiao, X., Yang, Y. & Lin, W., 1 Jan 2016, In : Proceedings of the VLDB Endowment. 10, 2, p. 61-72 12 p.

Research output: Contribution to journalConference article

26 Citations (Scopus)

Elastic pipelining in an in-memory database cluster

Wang, L., Zhou, M., Zhang, Z., Yang, Y., Zhou, A. & Bitton, D., 26 Jun 2016, SIGMOD 2016 - Proceedings of the 2016 International Conference on Management of Data. Association for Computing Machinery, Vol. 26-June-2016. p. 1279-1294 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Heavy hitter estimation over set-valued data with local differential privacy

Qin, Z., Yang, Y., Yu, T., Khalil, I., Xiao, X. & Ren, K., 24 Oct 2016, CCS 2016 - Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, Vol. 24-28-October-2016. p. 192-203 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

88 Citations (Scopus)

HubPPR: Effective indexing for approximate personalized pagerank

Wang, S., Tang, Y., Xiao, X., Yang, Y. & Li, Z., 1 Jan 2016, In : Proceedings of the VLDB Endowment. 10, 3, p. 205-216 12 p.

Research output: Contribution to journalConference article

17 Citations (Scopus)
2015

Deterministic identification of specific individuals from GWAS results

Cai, R., Hao, Z., Winslett, M., Xiao, X., Yang, Y., Zhang, Z. & Zhou, S., 2015, In : Bioinformatics. 31, 11, p. 1701-1707 7 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

DRS: Dynamic Resource Scheduling for Real-Time Analytics over Fast Streams

Fu, T. Z. J., Ding, J., Ma, R. T. B., Winslett, M., Yang, Y. & Zhang, Z., 22 Jul 2015, Proceedings - 2015 IEEE 35th International Conference on Distributed Computing Systems, ICDCS 2015. Institute of Electrical and Electronics Engineers Inc., p. 411-420 10 p. 7164927. (Proceedings - International Conference on Distributed Computing Systems; vol. 2015-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

48 Citations (Scopus)

Livetraj: Real-Time trajectory tracking over live video streams

Fu, T. Z. J., Ding, J., Yang, Y., Zhang, Z., Ma, R. T. B., Pei, Y., Winslett, M. & Ni, B., 13 Oct 2015, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 777-780 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Optimizing batch linear queries under exact and approximate differential privacy

Yuan, G., Zhang, Z., Winslett, M., Xiao, X., Yang, Y. & Hao, Z., 1 Jun 2015, In : ACM Transactions on Database Systems. 40, 2, 11.

Research output: Contribution to journalArticle

10 Citations (Scopus)
2014

Design and implementation of a real-time interactive analytics system for large spatio-temporal data

Zhang, S., Yang, Y., Fan, W. & Winslett, M., 2014, In : Proceedings of the VLDB Endowment. 7, 13, p. 1754-1759 6 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Durable queries over historical time series

Wang, H., Cai, Y., Yang, Y., Zhang, S. & Mamoulis, N., 1 Mar 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 3, p. 595-607 13 p., 6409352.

Research output: Contribution to journalArticle

13 Citations (Scopus)

OceanRT: Real-time analytics over large temporal data

Zhang, S., Yang, Y., Fan, W., Lan, L. & Yuan, M., 1 Jan 2014, SIGMOD 2014 - Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 1099-1102 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)
2013

ABACUS: An auction-based approach to cloud service differentiation

Zhang, Z., Ma, R. T. B., Ding, J. & Yang, Y., 12 Aug 2013, Proceedings of the IEEE International Conference on Cloud Engineering, IC2E 2013. p. 292-301 10 p. 6529296. (Proceedings of the IEEE International Conference on Cloud Engineering, IC2E 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

C-Cube: Elastic continuous clustering in the cloud

Zhang, Z., Shu, H., Chong, Z., Lu, H. & Yang, Y., 15 Aug 2013, ICDE 2013 - 29th International Conference on Data Engineering. p. 577-588 12 p. 6544857. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Differentially private histogram publication

Xu, J., Zhang, Z., Xiao, X., Yang, Y., Yu, G. & Winslett, M., 1 Dec 2013, In : VLDB Journal. 22, 6, p. 797-822 26 p.

Research output: Contribution to journalArticle

92 Citations (Scopus)

Foreword

Xiao, X., Yang, Y. & Zhang, Z., 19 Aug 2013, In : Proceedings - International Conference on Data Engineering. p. ii 6547430.

Research output: Contribution to journalEditorial

Optimal route queries with arbitrary order constraints

Li, J., Yang, Y. D. & Mamoulis, N., 8 Apr 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 5, p. 1097-1110 14 p., 6152119.

Research output: Contribution to journalArticle

16 Citations (Scopus)

PrivGene: Differentially private model fitting using genetic algorithms

Zhang, J., Xiao, X., Yang, Y., Zhang, Z. & Winslett, M., 29 Jul 2013, SIGMOD 2013 - International Conference on Management of Data. p. 665-676 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

40 Citations (Scopus)

Query optimization for differentially private data management systems

Peng, S., Yang, Y., Zhang, Z., Winslett, M. & Yu, Y., 15 Aug 2013, ICDE 2013 - 29th International Conference on Data Engineering. p. 1093-1104 12 p. 6544900. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Resa: Realtime elastic streaming analytics in the cloud

Tan, T., Yang, Y., Ma, R. T. B., Yu, Y., Winslett, M. & Zhang, Z., 29 Jul 2013, SIGMOD 2013 - International Conference on Management of Data. 1 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Skyline processing on distributed vertical decompositions

Trimponias, G., Bartolini, I., Papadias, D. & Yang, Y., 11 Mar 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 4, p. 850-862 13 p., 6109261.

Research output: Contribution to journalArticle

20 Citations (Scopus)
2012

Demonstration of Damson: Differential privacy for analysis of large data

Winslett, M., Yang, Y. & Zhang, Z., 1 Dec 2012, Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed Systems, ICPADS 2012. p. 840-844 5 p. 6413595. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Differentially private histogram publication

Xu, J., Zhang, Z., Xiao, X., Yang, Y. & Yu, G., 30 Jul 2012, In : Proceedings - International Conference on Data Engineering. p. 32-43 12 p., 6228070.

Research output: Contribution to journalConference article

85 Citations (Scopus)

Differential privacy in data publication and analysis

Yang, Y., Zhang, Z., Miklau, G., Winslett, M. & Xiao, X., 28 Jun 2012, SIGMOD '12 - Proceedings of the International Conference on Management of Data. p. 601-605 5 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

35 Citations (Scopus)

Functional mechanism: Regression analysis under differential privacy

Zhang, J., Zhang, Z., Xiao, X., Yang, Y. & Winslett, M., Jul 2012, In : Proceedings of the VLDB Endowment. 5, 11, p. 1364-1375 12 p.

Research output: Contribution to journalArticle

121 Citations (Scopus)

Lowrank mechanism: Optimizing batch queries under differential privacy

Yuan, G., Zhang, Z., Winslett, M., Xiao, X., Yang, Y. & Hao, Z., Jul 2012, In : Proceedings of the VLDB Endowment. 5, 11, p. 1352-1363 12 p.

Research output: Contribution to journalArticle

57 Citations (Scopus)
2011

Algorithms for local sensor synchronization

Wang, L., Yang, Y., Miao, X., Papadias, D. & Liu, Y., 6 Jun 2011, 2011 IEEE 27th International Conference on Data Engineering, ICDE 2011. p. 147-158 12 p. 5767841. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Authenticated multistep nearest neighbor search

Papadopoulos, S., Wang, L., Yang, Y., Papadias, D. & Karras, P., 8 Mar 2011, In : IEEE Transactions on Knowledge and Data Engineering. 23, 5, p. 641-654 14 p., 5560661.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Compressive mechanism: Utilizing sparse representation in differential privacy

Li, Y. D., Zhang, Z., Winslett, M. & Yang, Y., 16 Nov 2011, WPES'11 - Proceedings of the 10th Annual ACM Workshop on Privacy in the Electronic Society. p. 177-182 6 p. (Proceedings of the ACM Conference on Computer and Communications Security).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

37 Citations (Scopus)
2010

Continuous authentication on relational streams

Papadopoulos, S., Yang, Y. & Papadias, D., 1 Jan 2010, In : VLDB Journal. 19, 2, p. 161-180 20 p.

Research output: Contribution to journalArticle

27 Citations (Scopus)
2009

Authenticated indexing for outsourced spatial databases

Yang, Y., Papadopoulos, S., Papadias, D. & Kollios, G., 1 Jun 2009, In : VLDB Journal. 18, 3, p. 631-648 18 p.

Research output: Contribution to journalArticle

78 Citations (Scopus)

Authenticated join processing in outsourced databases

Yang, Y., Papadias, D., Papadopoulos, S. & Kalnis, P., 4 Dec 2009, SIGMOD-PODS'09 - Proceedings of the International Conference on Management of Data and 28th Symposium on Principles of Database Systems. p. 5-17 13 p. (SIGMOD-PODS'09 - Proceedings of the International Conference on Management of Data and 28th Symposium on Principles of Database Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

74 Citations (Scopus)

Continuous spatial authentication

Papadopoulos, S., Yang, Y., Bakiras, S. & Papadias, D., 2 Nov 2009, Advances in Spatial and Temporal Databases - 11th International Symposium, SSTD 2009, Proceedings. p. 62-79 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5644 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Kernel-Based skyline cardinality estimation

Zhang, Z., Yang, Y., Cai, R., Papadias, D. & Tung, A., 4 Dec 2009, SIGMOD-PODS'09 - Proceedings of the International Conference on Management of Data and 28th Symposium on Principles of Database Systems. p. 509-521 13 p. (SIGMOD-PODS'09 - Proceedings of the International Conference on Management of Data and 28th Symposium on Principles of Database Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

31 Citations (Scopus)

Keyword search over relational tables and streams

Markowetz, A., Yang, Y. & Papadias, D., 1 Aug 2009, In : ACM Transactions on Database Systems. 34, 3, 17.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Query by document

Yang, Y., Bansal, N., Dakka, W., Ipeirotis, P., Koudas, N. & Papadias, D., 21 Sep 2009, Proceedings of the 2nd ACM International Conference on Web Search and Data Mining, WSDM'09. p. 34-43 10 p. (Proceedings of the 2nd ACM International Conference on Web Search and Data Mining, WSDM'09).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

69 Citations (Scopus)

Reachability indexes for relational keyword search

Markowetz, A., Yang, Y. & Papadias, D., 8 Jul 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 1163-1166 4 p. 4812491. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

19 Citations (Scopus)
2008

Continuous k-means monitoring over moving objects

Zhang, Z., Yang, Y., Tung, A. K. H. & Papadias, D., 1 Sep 2008, In : IEEE Transactions on Knowledge and Data Engineering. 20, 9, p. 1205-1216 12 p., 4479463.

Research output: Contribution to journalArticle

34 Citations (Scopus)

Just-in-time processing of continuous queries

Yang, Y. & Papadias, D., 1 Oct 2008, Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE'08. p. 1150-1159 10 p. 4497524. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Spatial outsourcing for location-based services

Yang, Y., Papadopoulos, S., Papadias, D. & Kollios, G., 1 Oct 2008, Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE'08. p. 1082-1091 10 p. 4497517. (Proceedings - International Conference on Data Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

62 Citations (Scopus)
2007

CADS: Continuous authentication on data streams

Papadopoulos, S., Yang, Y. & Papadias, D., 2007, 33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings. Association for Computing Machinery, Inc, p. 135-146 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

54 Citations (Scopus)

HybMig: A hybrid approach to dynamic plan migration for continuous queries

Yin, Y., Krämer, J., Papadias, D. & Seeger, B., 1 Mar 2007, In : IEEE Transactions on Knowledge and Data Engineering. 19, 3, p. 398-411 14 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)

Keyword search on relational data streams

Markowetz, A., Yang, Y. & Papadias, D., 30 Oct 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 605-616 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

64 Citations (Scopus)