Publications
Conference Papers
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Learning Branching-Time Properties in CTL and ATL
B. Bordais, D. Neider, R. Roy
FM 2024 To Appear -
Synthesizing Efficiently Monitorable Formulas in Metric Temporal Logic.
R. Raha, R. Roy, N. Fijalkow, D. Neider G.A. Perez.
VMCAI 2024: Verification, Model Checking, and Abstract Interpretation, 2024
paper tool -
Specification Sketching for Linear Temporal Logic.
S. Lutz, D. Neider, R. Roy.
ATVA 2023: Automated Technology For Verification and Analysis, 2023
paper tool arXiv -
Reinforcement Learning with Temporal-Logic-Based Causal Diagrams.
Y. Paliwal, R. Roy, J. Gaglione, N. Baharisangari, D. Neider, Xiaoming Duan, U. Topcu, Z. Xu
CD-MAKE 2023: Cross Domain Conference for Machine Learning and Knowledge Extraction, 2023
paper arXiv -
Learning Interpretable Temporal Properties from Positive Examples Only.
R. Roy, J. Gaglione, N. Baharisangari, D. Neider, U. Topcu, Z. Xu
AAAI 2023: AAAI Conference on Artificial Intelligence, 2023
paper arXiv poster talk -
Analyzing Robustness of Angluin’s L* Algorithm in Presence of Noise.
I. Khmelnitsky, S. Haddad, L. Ye, B. Barbot, B. Bollig, M. Leucker, D. Neider, R. Roy
GandALF 2022: Games, Automata, Logics and Formal Verification, 2022
paper -
Robust Computation Tree Logic.
S.P. Nayak, D. Neider, R. Roy, M. Zimmerman
NFM 2022: NASA Formal Methods Symposium, 2022
paper arXiv -
Scalable Anytime Algorithms for Learning Fragments of Linear Temporal Logic.
R. Raha, R. Roy, N. Fijalkow, D. Neider
TACAS 2022: Tools and Algorithms for the Construction and Analysis of Systems, 2022
paper arXiv tool poster -
Extracting Context-Free Grammars from Recurrent Neural Networks using Tree-Automata Learning and A* Search.
B. Barbot, B. Bollig, A. Finkel, S. Haddad, I. Khmelnitsky, M. Leucker D. Neider, R. Roy, L. Ye
ICGI 2021: International Conference on Grammatical Inference, 2021
paper talk -
Learning Linear Temporal Properties from Noisy Data - A MaxSAT-based approach.
J. Gaglione, D. Neider, R. Roy, U. Topcu, Z. Xu
ATVA 2021: Automated Technology For Verification and Analysis, 2021
paper arXiv tool talk -
Property-Directed Verification and Robustness Certification of Recurrent Neural Networks.
I. Khmelnitsky, D. Neider, R. Roy, X. Xie, B. Barbot, B. Bollig, A. Finkel, S. Haddad, M. Leucker, L. Ye
ATVA 2021: Automated Technology For Verification and Analysis, 2021
paper arXiv repository -
Quality Guarantees for Autoencoders via Unsupervised Adversarial Attacks.
B. Böing, R. Roy, E. Müller, D. Neider
ECML/PKDD 2020: Machine Learning and Knowledge Discovery in Databases - European Conference, 2020
paper open-access talk -
Learning Interpretable Models in the Property Specification Language.
R. Roy, D. Fisman, D. Neider
IJCAI 2020: International Joint Conference on Artificial Intelligence, 2021
paper talk poster -
On Verifying TSO Robustness for Event-Driven Asynchronous Programs.
A. Bouajjani, C. Enea, M. Mukund, R. Roy
NETYS 2018: Networked Systems - 6th International Conference, 2018
paper
Journal and Workshop Papers
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SCARLET: Scalable Anytime Algorithms for Learning Fragments of Linear Temporal Logic.
R. Raha, R. Roy, N. Fijalkow, D. Neider
JOSS 2024: Journal of Open Source Software, 2024
paper -
Analyzing Robustness of Angluin’s L* Algorithm in Presence of Noise.
I. Khmelnitsky, S. Haddad, L. Ye, B. Barbot, B. Bollig, M. Leucker, D. Neider, R. Roy
LMCS: Logical Methods in Computer Science, 2024
paper -
Analysis of Recurrent Neural Networks via Property-Directed Verification of Surrogate Models
I. Khmelnitsky, D. Neider, R. Roy, X. Xie B. Barbot, B. Bollig, A. Finkel, S. Haddad, M. Leucker, L. Ye
STTT 2022: International Journal on Software Tools for Technology Transfer, 2022
paper -
Expanding the horizon of Linear Temporal Logic Inference for Explainability
R. Roy, D. Neider
RE4ES 2022: Requirements Engineering for Explainable Systems, 2022
paper -
MaxSAT-based Temporal Logic Inference from Noisy Data
J. Gaglione, D. Neider, R. Roy, U. Topcu, Z. Xu
ISSE 2022: Innovations in Systems and Software Engineering, 2022
paper -
QUGA - Quality Guarantees for Autoencoders.
B. Böing, R. Roy, E. Müller, D. Neider
OVERLAY@GandALF 2021: Artificial Intelligence and fOrmal VERification, Logic, Automata, and sYnthesis, 2021
paper
Tools
Masters Thesis
- SAT-based learning algorithms.
supervised by Daniel Neider
pdf