Publications
2020
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Yi Lu, Xiangyao Yu, Lei Cao*, Samuel Madden
Epoch-based Commit and Replication in Distributed OLTP Databases
VLDB 2021
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Yi Lu, Xiangyao Yu, Lei Cao*, Samuel Madden
Aria: A Fast and Practical Deterministic OLTP Database
VLDB 2020
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Chengliang Chai, Lei Cao*, Yuyu Luo, Guoliang Li, Jian Li, Samuel Madden
Human-in-the-loop Outlier Detection
SIGMOD 2020
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Huayi Zhang*, Lei Cao*, Yizhou Yan, Samuel Madden, Elke Rundensteiner
Continuous Adaptive Similarity Search
SIGMOD 2020
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El Kindi Rezig, Lei Cao, Samuel Madden, Mike Stonebraker etc
Dagger: A Data (not code) Debugger
CIDR 2020
2019
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El Kindi Rezig, Lei Cao, Mike Stonebraker, Samuel Madden etc
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics
VLDB 2019 (Demo)
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Lei Cao, Wenbo Tao, Sam Madden, Mike Stonebraker etc
Smile: A System to Support Machine Learning on EEG Data at Scale
VLDB 2019
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Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner
Efficient Discovery of Sequence Outlier Patterns
[Code]
VLDB 2019
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Yizhou Yan*, Lei Cao*, Samuel Madden, Elke A. Rundensteiner (*Equal Contribution)
SWIFT: Mining Representative Patterns from Large Event Streams
[Code]
VLDB 2019
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Xiao Qin, Lei Cao, Elke A. Rundensteiner, Samuel Madden
Scalable Kernel Density Estimation-based Local Outlier Detection over Large Data Streams
EDBT 2019
2017
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Yizhou Yan*, Lei Cao*, Elke Rundensteiner (*Equal Contribution)
Scalable Top-n Local Outlier Detection
[Code]
[Video]
KDD 2017
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Yizhou Yan*, Lei Cao*, Caitlin Kuhlman, Elke Rundensteiner (*Equal Contribution)
Distributed Local Outlier Detection in Big Data
[Code]
[Video]
KDD 2017
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Xiao Qin, Tabassum Kakar, Susmitha Wunnava, Elke Rundensteiner, Lei Cao
MARAS: Signaling Multi-Drug Adverse Reactions
KDD 2017
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Yanwei Yu, Lei Cao*, Elke Rundensteiner, Qin Wang (*Corresponding author)
Outlier Detection over Massive-Scale Trajectory Streams
TODS 2017
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Lei Cao, Yizhou Yan, Caitlin Kuhlman, Qingyang Wang, Elke Rundensteiner, Mohamed Eltabakh
Multi-tactic Distance-based Outlier Detection
ICDE 2017
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Caitlin Kuhlman, Yizhou Yan, Lei Cao, Elke Rundensteiner
Pivot-based Distributed K-Nearest Neighbor Mining
ECML-PKDD 2017
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Yizhou Yan, Lei Cao, Elke Rundensteiner
Distributed Top-N Local Outlier Detection in Big Data
IEEE Big Data 2017
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Mingrui Wei, Lei Cao, Chris Cormier, Hui Zheng, Elke Rundensteiner
Interactive Analytics System for Exploring Outliers
CIKM 2017 (Demo)
2016
2015
2014
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Lei Cao, Qingyang Wang, Elke Rundensteiner
Interactive Outlier exploration In big Data Streams
PVLDB 2014
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Yanwei Yu*, Lei Cao*, Elke Rundensteiner, Qin Wang (*Equal Contribution)
Trajectory Outlier Detection over Massive-Scale Moving Object Streams
KDD 2014
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Yingmei Qi, Lei Cao, Medhabi Ray, Elke Rundensteiner
Complex Event Analytics: Online Aggregation of Stream Sequence Patterns
SIGMOD 2014
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Lei Cao, Di Yang, Qingyang Wang, Yanwei Yu, Jiayuan Wang, Elke Rundensteiner
Scalable Outlier Detection Over High-Volume Data Streams
ICDE 2014
2013
