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Lei Cao
Member of the Graduate Faculty | Assistant Professor, Computer Science
Computer Science
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Overview
Research
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Grants
(1)
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Publications
(65)
Recent
MetaStore: Analyzing DeeLearning Meta-Data at Scale
2024
deep learning,
meta-data analysis,
data scaling,
data analysis
Outlier Summarization via Human Interpretable Rules
2024
outliers,
summarization,
data analysis,
machine learning
RITA: GrouAttention is All You Need for Timeseries Analytics
2024
time series,
attention models,
analytics,
machine learning,
data mining
Pluto: Sample Selection for Robust Anomaly Detection on Polluted Log Data
2024
anomaly detection,
log data,
robustness
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes
2024
data lakes,
data tables,
benchmarking,
data integration,
data discovery
IDE: A System for Iterative Mislabel Detection
2024
machine learning,
data mining,
anomaly detection,
system design
MetaStore: Metadata Analytics at Scale br
2024
metadata,
analytics,
scale,
metastore,
research
MisDetect: Early Loss-Based Iterative Mislabel Detection
2024
mislabel detection,
loss-based iteration,
early detection,
iterative detection,
machine learning
A Declarative System for Optimizing AI Workloads
2024
optimizing,
system
MisDetect: Iterative Mislabel Detection using Early Loss
2024
machine learning,
data quality,
statistical analysis,
optimization,
iterative methods
