Luca Melis
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (11) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
ICML (3)
ACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
differential privacy
(2)
adversarial robustness
(1)
sequential decision-making
(1)
embedding space
(1)
adversarial training
(1)
synthetic data generation
(1)
statistical query
(1)
continuous relaxation
(1)
local privacy
(1)
regret bound
(1)
contextual bandit
(1)
robustness certification
(1)
privacy auditing
(1)
feature dependency
(1)
privacy risk
(1)
linear contextual bandit
(1)
user-level privacy
(1)
membership inference attack
(1)
federated bandit
(1)
large language model
(1)
Papers
Auditing $f$-differential privacy in one run
ICML 2025
Noisy Neighbors: Efficient membership inference attacks against LLMs
ACL 2024
ReMasker: Imputing Tabular Data with Masked Autoencoding
ICLR 2024
Federated Linear Contextual Bandits with User-level Differential Privacy
ICML 2023
Adversarial Robustness with Non-uniform Perturbations
NIPS 2021
Differentially Private Query Release Through Adaptive Projection
ICML 2021