Pingyi Hu
3 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
large language model
(2)
tamper detection
(2)
model fingerprinting
(2)
hypothesis testing
(1)
shadow model
(1)
privacy leakage
(1)
black-box detection
(1)
multimodal model
(1)
membership inference attack
(1)
similarity metric
(1)
entropy gradient
(1)
false alarm control
(1)
output sensitivity
(1)
kl divergence
(1)
image captioning
(1)