Aleksandr Petiushko
8 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (24) π Conference Polyglot (6) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
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Hot Topic Early Bird
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Prolific Year
(6)
Conferences
AAAI (2)
NIPS (2)
AISTATS (1)
ICML (1)
IJCAI (1)
WACV (1)
Top co-authors
Keywords
adversarial robustness
(2)
randomized smoothing
(2)
certified robustness
(2)
adversarial optimization
(1)
manifold learning
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
autonomous driving
(1)
outlier detection
(1)
feature space
(1)
nonparametric estimation
(1)
multi-objective optimization
(1)
diffusion model
(1)
adversarial perturbation
(1)
metric space
(1)
autonomous vehicle
(1)
aleatoric uncertainty
(1)
certified defense
(1)
similarity metric
(1)
probabilistic method
(1)
Papers
DiffScene: Diffusion-Based Safety-Critical Scenario Generation for Autonomous Vehicles
AAAI 2025
SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
ICML 2025
CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks
AAAI 2022
Quadric Hypersurface Intersection for Manifold Learning in Feature Space
AISTATS 2022
Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations
IJCAI 2022
Smoothed Embeddings for Certified Few-Shot Learning
NIPS 2022
Geometry-Inspired Top-K Adversarial Perturbations
WACV 2022
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network
NIPS 2022