If you made any changes in Pure these will be visible here soon.

Research Output 2004 2019

  • 1343 Citations
  • 19 h-Index
  • 32 Conference contribution
  • 19 Article
  • 2 Conference article
  • 1 Editorial
2019
2 Citations (Scopus)

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

Learning systems
Experiments
2018
4 Citations (Scopus)

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

Glossaries
Experiments
Privacy
Graph
2017
14 Citations (Scopus)

DRS: Auto-Scaling for Real-Time Stream Analytics

Fu, T. Z. J., Ding, J., Ma, R. T. B., Winslett, M., Yang, Y. & Zhang, Z., 1 Dec 2017, In : IEEE/ACM Transactions on Networking. 25, 6, p. 3338-3352 15 p.

Research output: Contribution to journalArticle

Queueing networks
Resource allocation
Mathematical operators
Topology
Processing
12 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

Servers
Processing
Experiments
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

Experiments
12 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

2016
11 Citations (Scopus)

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

Distributed computer systems
Cloud computing
Scheduling
Statistics
Experiments
5 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

Query processing
Convex optimization
Constrained optimization
Newton-Raphson method
18 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

Costs
Data storage equipment
Processing
Experiments
7 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

Program processors
Data storage equipment
Pipelines
Light measurement
Query processing
68 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

Statistics
Leakage (fluid)
Refining
Data mining
Experiments
13 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

Data storage equipment
Processing
Servers
Experiments
2015
15 Citations (Scopus)

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

Genome-Wide Association Study
Privacy
Genome
Genes
Attack
39 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., Vol. 2015-July. p. 411-420 10 p. 7164927

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

Scheduling
Queueing networks
Mathematical operators
Topology
Experiments
6 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

Trajectories
Computer vision
Robotics
Innovation
Cameras
8 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

Query processing
Processing
Experiments
2014
6 Citations (Scopus)

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

Parallel processing systems
Telecommunication
Scalability
Servers
Engines
11 Citations (Scopus)

Durable queries over historical time series

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

Research output: Contribution to journalArticle

Time series
Law enforcement
Processing
Experiments
16 Citations (Scopus)

OceanRT: Real-time analytics over large temporal data

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

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

Telecommunication
Wireless networks
Engines
Processing
Industry
2013
11 Citations (Scopus)

ABACUS: An auction-based approach to cloud service differentiation

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

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

Distributed computer systems
Cloud computing
Scheduling
Statistics
Experiments
8 Citations (Scopus)

C-Cube: Elastic continuous clustering in the cloud

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

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

Servers
Processing
Elasticity
Monitoring
Virtual machine
82 Citations (Scopus)

Differentially private histogram publication

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

Research output: Contribution to journalArticle

Bins
Agglomeration
Random variables
Mean square error
Experiments

Foreword

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

Research output: Contribution to journalEditorial

14 Citations (Scopus)

Optimal route queries with arbitrary order constraints

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

Research output: Contribution to journalArticle

Museums
Hotels
Experiments
37 Citations (Scopus)

PrivGene: Differentially private model fitting using genetic algorithms

Zhang, J., Xiao, X., Yang, Y., Zhang, Z. & Winslett, M., 2013, SIGMOD 2013 - International Conference on Management of Data. p. 665-676 12 p.

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

Genetic algorithms
Logistics
Experiments
11 Citations (Scopus)

Query optimization for differentially private data management systems

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

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

Information management
Experiments
5 Citations (Scopus)

Resa: Realtime elastic streaming analytics in the cloud

Tan, T., Yang, Y., Ma, R. T. B., Yu, Y., Winslett, M. & Zhang, Z., 2013, SIGMOD 2013 - International Conference on Management of Data. p. 1287 1 p.

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

Processing
Experiments
18 Citations (Scopus)

Skyline processing on distributed vertical decompositions

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

Research output: Contribution to journalArticle

Servers
Decomposition
Processing
Anchors
Experiments
2012

Demonstration of Damson: Differential privacy for analysis of large data

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

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

Demonstrations
Engines
Costs
79 Citations (Scopus)

Differentially private histogram publication

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

Research output: Contribution to journalArticle

Bins
Agglomeration
Random variables
Experiments
32 Citations (Scopus)

Differential privacy in data publication and analysis

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

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

Data privacy
Computer science
97 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

Regression analysis
Linear regression
Logistics
54 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

Query processing
Processing
Experiments
2011

Algorithms for local sensor synchronization

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

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

Synchronization
Sensors
Wireless sensor networks
Query processing
Dynamic programming
13 Citations (Scopus)

Authenticated multistep nearest neighbor search

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

Research output: Contribution to journalArticle

Servers
Processing
Nearest neighbor search
32 Citations (Scopus)

Compressive mechanism: Utilizing sparse representation in differential privacy

Li, Y. D., Zhang, Z., Winslett, M. & Yang, Y., 2011, WPES'11 - Proceedings of the 10th Annual ACM Workshop on Privacy in the Electronic Society. p. 177-182 6 p.

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

Experiments
2010
27 Citations (Scopus)

Continuous authentication on relational streams

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

Research output: Contribution to journalArticle

Authentication
Query processing
Outsourcing
Processing
Experiments
2009
75 Citations (Scopus)

Authenticated indexing for outsourced spatial databases

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

Research output: Contribution to journalArticle

Location based services
Data structures
Query processing
Outsourcing
Information management
70 Citations (Scopus)

Authenticated join processing in outsourced databases

Yang, Y., Papadias, D., Papadopoulos, S. & Kalnis, P., 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.

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

Data structures
Processing
Outsourcing
Authentication
Servers
11 Citations (Scopus)

Continuous spatial authentication

Papadopoulos, S., Yang, Y., Bakiras, S. & Papadias, D., 2009, Advances in Spatial and Temporal Databases - 11th International Symposium, SSTD 2009, Proceedings. Vol. 5644 LNCS. 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

Authentication
Query processing
Outsourcing
Correctness
Update
31 Citations (Scopus)

Kernel-Based skyline cardinality estimation

Zhang, Z., Yang, Y., Cai, R., Papadias, D. & Tung, A., 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.

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

Sampling
Error analysis
Experiments
12 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

Query processing
Semantics
Experiments
66 Citations (Scopus)

Query by document

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

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

Blogs
Websites
Experiments
19 Citations (Scopus)

Reachability indexes for relational keyword search

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

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

Query processing
Mathematical operators
Experiments
2008
34 Citations (Scopus)

Continuous k-means monitoring over moving objects

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

Research output: Contribution to journalArticle

Servers
Monitoring
Computational complexity
Communication
Costs
5 Citations (Scopus)

Just-in-time processing of continuous queries

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

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

Program processors
Data storage equipment
Processing
Feedback
Experiments
61 Citations (Scopus)

Spatial outsourcing for location-based services

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

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

Location based services
Outsourcing
Mobile devices
Information management
Costs
2007
52 Citations (Scopus)

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

Authentication
Query processing
Processing
Service provider
Data streams
20 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Program processors
Statistics
Data storage equipment
61 Citations (Scopus)

Keyword search on relational data streams

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

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

Purging
National security
Trees (mathematics)
Query processing
Radio frequency identification (RFID)