Fatemeh Sheikholeslami
4 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
robust classification
(2)
certified robustness
(1)
adversarial robustness
(1)
off-policy evaluation
(1)
conversational ai
(1)
prompt engineering
(1)
adversarial training
(1)
policy improvement
(1)
off-policy reinforcement learning
(1)
safe reinforcement learning
(1)
interval bound propagation
(1)
prompt optimization
(1)
chain-of-thought prompting
(1)
certified defense
(1)
abstain class
(1)
verified accuracy
(1)
adversarial example detection
(1)
large language model
(1)
auto prompting
(1)
product quality
(1)
Papers
Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs
EMNLP 2025
Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes
AISTATS 2023
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems
ACL 2023
Provably robust classification of adversarial examples with detection
ICLR 2021