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Profile
Lei Cao
Member of the Graduate Faculty | Assistant Professor, Computer Science
Computer Science
Full Page
Overview
Research
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Collaboration
(11)
Nirav Merchant
Mutual work: 2 Proposals
Collaboration Details
Hannah Budinoff
Mutual work: 1 Proposal
Collaboration Details
Chi-kwan Chan
Mutual work: 2 Proposals
Collaboration Details
George Sutphin
Mutual work: 1 Proposalīš1 Grant
Collaboration Details
Ali Shamshiripour
Mutual work: 1 Proposal
Collaboration Details
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Grants
(1)
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Publications
(66)
Recent
A Declarative System for Optimizing AI Workloads
2024
optimizing,
ai systems,
machine learning
IDE: A System for Iterative Mislabel Detection
2024
mislabel detection,
research system,
data labeling
MetaStore: Analyzing DeeLearning Meta-Data at Scale
2024
machine learning,
data analysis,
big data,
analytics
MisDetect: Early Loss-Based Iterative Mislabel Detection
2024
mislabel detection,
loss-based iteration,
early detection,
iterative detection,
machine learning
MisDetect: Iterative Mislabel Detection using Early Loss
2024
iterative methods,
machine learning,
data quality
MoTTo: Scalable Motif Counting with Time-aware Topology Constraint for Large-scale Temporal Graphs
2024
graph analysis,
temporal networks,
scalable algorithms,
constraint optimization
Outlier Summarization via Human Interpretable Rules
2024
outliers,
summarization,
data analysis,
machine learning
MetaStore: Metadata Analytics at Scale br
2024
metadata,
analytics,
scale,
metastore,
research
Pluto: Sample Selection for Robust Anomaly Detection on Polluted Log Data
2024
anomaly detection,
data cleaning,
data analysis
RITA: GrouAttention is All You Need for Timeseries Analytics
2024
deep learning,
time series analysis,
data analytics,
machine learning,
attention mechanism
