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Profile
Lei Cao
Member of the Graduate Faculty | Assistant Professor, Computer Science
Computer Science
Full Page
Overview
Research
More
Publications
(61)
Recent
IDE: A System for Iterative Mislabel Detection
2024
machine learning,
data mining,
anomaly detection,
system design
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes
2024
data lakes,
data tables,
benchmarking,
data integration,
data discovery
RITA: GrouAttention is All You Need for Timeseries Analytics
2024
time series,
attention models,
analytics,
machine learning,
data mining
Outlier Summarization via Human Interpretable Rules
2024
outliers,
summarization,
data analysis,
machine learning
MetaStore: Analyzing DeeLearning Meta-Data at Scale
2024
deep learning,
meta-data analysis,
data scaling,
data analysis
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
Pluto: Sample Selection for Robust Anomaly Detection on Polluted Log Data
2024
anomaly detection,
log data,
robustness
Interpretable Outlier Summarization
2023
outlier detection,
interpretable models,
data summarization,
anomaly detection,
machine learning
VerifAI: verified generative AI
2023
artificial intelligence,
verification,
generative models,
machine learning,
computer vision
