Relational DNN Verification With Cross Executional Bound RefinementInternational Conference on Machine Learning (ICML), 2024 |
Marabou 2.0: A Versatile Formal Analyzer of Neural NetworksInternational Conference on Computer Aided Verification (CAV), 2024 |
Towards Scenario-based Safety Validation for Autonomous Trains with Deep
Generative ModelsInternational Conference on Computer Safety, Reliability, and Security (SAFECOMP), 2023 |
Tighter Abstract Queries in Neural Network VerificationLogic Programming and Automated Reasoning (LPAR), 2022 |
Efficient Neural Network Analysis with Sum-of-InfeasibilitiesInternational Conference on Tools and Algorithms for Construction and Analysis of Systems (TACAS), 2022 |
An Abstraction-Refinement Approach to Verifying Convolutional Neural
NetworksAutomated Technology for Verification and Analysis (ATVA), 2022 |