Shaohan Hu
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
model selection
(1)
data transformation
(1)
information theoretic
(1)
multimodal dataset
(1)
privacy protection
(1)
attribute preservation
(1)
private attribute
(1)
facial image
(1)
rashomon set
(1)
predictive multiplicity
(1)
information-theoretic objective
(1)
utility
(1)
selective suppression
(1)
stochastic substitution
(1)
utility-preserving
(1)
Papers
PASS: Private Attributes Protection with Stochastic Data Substitution
ICML 2025
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation
ICLR 2024
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective
ICML 2024