Elias Abad Rocamora
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Triple Crown
Venues
Top co-authors
Research topics
Keywords
certified robustness
(1)
adversarial robustness
(1)
text classification
(1)
adversarial training
(1)
formal verification
(1)
branch and bound
(1)
data privacy
(1)
adversarial attack
(1)
lipschitz constant
(1)
vision-language model
(1)
neural network robustness
(1)
model verification
(1)
membership inference attack
(1)
loss curvature
(1)
polynomial network
(1)
model auditing
(1)
catastrophic overfitting
(1)
large language model
(1)
training data detection
(1)
character level
(1)
Papers
Certified Robustness Under Bounded Levenshtein Distance
ICLR 2025
Efficient local linearity regularization to overcome catastrophic overfitting
ICLR 2024
Membership Inference Attacks against Large Vision-Language Models
NeurIPS 2024
Revisiting Character-level Adversarial Attacks for Language Models
ICML 2024
Sound and Complete Verification of Polynomial Networks
NeurIPS 2022