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Liyue Fan

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2018
[j6]
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  - journals/geoinformatica/FanBSX18
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Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong:
Optimal group route query: Finding itinerary for group of users in spatial databases. GeoInformatica 22(4): 845-867 (2018)
[j5]
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  - journals/tist/TranTFS18
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Luan Tran, Hien To, Liyue Fan, Cyrus Shahabi:
A Real-Time Framework for Task Assignment in Hyperlocal Spatial Crowdsourcing. ACM TIST 9(3): 37:1-37:26 (2018)
[c18]
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  - conf/bigdata/FanB18
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Liyue Fan, Luca Bonomi:
Time Series Sanitization with Metric-Based Privacy. BigData Congress 2018: 264-267
[c17]
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Liyue Fan:
Image Pixelization with Differential Privacy. DBSec 2018: 148-162
[c16]
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Mingxuan Yue, Liyue Fan, Cyrus Shahabi:
Traffic Accident Detection with Spatiotemporal Impact Measurement. PAKDD (2) 2018: 471-482
[p2]
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Li Xiong, Vaidy S. Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf:
Privacy and Security Issues in DDDAS Systems. Handbook of Dynamic Data Driven Applications Systems 2018: 615-630
2017
[j4]
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Hien To, Gabriel Ghinita, Liyue Fan, Cyrus Shahabi:
Differentially Private Location Protection for Worker Datasets in Spatial Crowdsourcing. IEEE Trans. Mob. Comput. 16(4): 934-949 (2017)
[c15]
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Liyue Fan:
Temporal Signature for Location Similarity. LocalRec@SIGSPATIAL 2017: 3:1-3:4
[c14]
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  - conf/ssd/FanBS017
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Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong:
Multi-user Itinerary Planning for Optimal Group Preference. SSTD 2017: 3-23
[i3]
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  - journals/corr/TranTFS17
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Luan Tran, Hien To, Liyue Fan, Cyrus Shahabi:
A Real-Time Framework for Task Assignment in Hyperlocal Spatial Crowdsourcing. CoRR abs/1704.06868 (2017)
2016
[j3]
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Luan Tran, Liyue Fan, Cyrus Shahabi:
Distance-based Outlier Detection in Data Streams. PVLDB 9(12): 1089-1100 (2016)
[c13]
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  - conf/cikm/YueFS16
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Mingxuan Yue, Liyue Fan, Cyrus Shahabi:
Inferring Traffic Incident Start Time with Loop Sensor Data. CIKM 2016: 2481-2484
[c12]
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  - conf/percom/ToFTS16
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Hien To, Liyue Fan, Luan Tran, Cyrus Shahabi:
Real-time task assignment in hyperlocal spatial crowdsourcing under budget constraints. PerCom 2016: 1-8
[c11]
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  - conf/wsdm/BonomiFJ16
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Luca Bonomi, Liyue Fan, Hongxia Jin:
An Information-Theoretic Approach to Individual Sequential Data Sanitization. WSDM 2016: 337-346
2015
[c10]
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  - conf/gis/ToFS15
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Hien To, Liyue Fan, Cyrus Shahabi:
Differentially Private H-Tree. GeoPrivacy@SIGSPATIAL 2015: 3:1-3:8
[c9]
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  - conf/gis/ShahabiFNXL15
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Cyrus Shahabi, Liyue Fan, Luciano Nocera, Li Xiong, Ming Li:
Privacy-preserving inference of social relationships from location data: a vision paper. SIGSPATIAL/GIS 2015: 9:1-9:4
[c8]
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  - conf/icdm/NguyenFS15
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Minh Nguyen, Liyue Fan, Cyrus Shahabi:
Activity Recognition Using Wrist-Worn Sensors for Human Performance Evaluation. ICDM Workshops 2015: 164-169
[c7]
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  - conf/www/FanJ15
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Liyue Fan, Hongxia Jin:
A Practical Framework for Privacy-Preserving Data Analytics. WWW 2015: 311-321
[p1]
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  - books/sp/15/BonomiFX15
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Luca Bonomi, Liyue Fan, Li Xiong:
A Review of Privacy Preserving Mechanisms for Record Linkage. Medical Data Privacy Handbook 2015: 233-265
2014
[j2]
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  - journals/tdp/XiaoXFGL14
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Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka, Haoran Li:
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning. Trans. Data Privacy 7(3): 195-222 (2014)
[j1]
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  - journals/tkde/FanX14
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Liyue Fan, Li Xiong:
An Adaptive Approach to Real-Time Aggregate Monitoring With Differential Privacy. IEEE Trans. Knowl. Data Eng. 26(9): 2094-2106 (2014)
[c6]
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  - conf/www/FanBXS14
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Liyue Fan, Luca Bonomi, Li Xiong, Vaidy S. Sunderam:
Monitoring web browsing behavior with differential privacy. WWW 2014: 177-188
2013
[c5]
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  - conf/dbsec/FanXS13
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Liyue Fan, Li Xiong, Vaidy S. Sunderam:
Differentially Private Multi-dimensional Time Series Release for Traffic Monitoring. DBSec 2013: 33-48
[c4]
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  - conf/iccS/XiongSFGP13
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Li Xiong, Vaidy S. Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf:
Predict: Privacy and Security Enhancing Dynamic Information Collection and Monitoring. ICCS 2013: 1979-1988
[c3]
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Liyue Fan, Li Xiong:
Differentially Private Anomaly Detection with a Case Study on Epidemic Outbreak Detection. ICDM Workshops 2013: 833-840
[c2]
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  - conf/sigmod/FanXS13
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Liyue Fan, Li Xiong, Vaidy S. Sunderam:
FAST: differentially private real-time aggregate monitor with filtering and adaptive sampling. SIGMOD Conference 2013: 1065-1068
2012
[c1]
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  - conf/cikm/FanX12
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Liyue Fan, Li Xiong:
Real-time aggregate monitoring with differential privacy. CIKM 2012: 2169-2173
[i2]
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  - journals/corr/abs-1202-3461
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Liyue Fan, Li Xiong:
Adaptively Sharing Time-Series with Differential Privacy. CoRR abs/1202.3461 (2012)
[i1]
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  - journals/corr/abs-1202-5358
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Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka:
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning. CoRR abs/1202.5358 (2012)

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