Tarek F. Abdelzaher
3 papers · 2024–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
Venues
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Research topics
Keywords
data transformation
(1)
information theoretic
(1)
adaptive filtering
(1)
multimodal dataset
(1)
privacy protection
(1)
spectral graph neural network
(1)
inductive setting
(1)
attribute preservation
(1)
subgraph sampling
(1)
private attribute
(1)
facial image
(1)
information-theoretic objective
(1)
utility
(1)
selective suppression
(1)
geometric interpretability
(1)
real-valued filter
(1)
stochastic substitution
(1)
utility-preserving
(1)
Papers
PASS: Private Attributes Protection with Stochastic Data Substitution
ICML 2025
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective
ICML 2024
SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter
ICML 2024