Checking LTL Satisfiability via End-to-end Learning

Author:

Luo Weilin1ORCID,Wan Hai1ORCID,Zhang Delong1ORCID,Du Jianfeng2,Su Hengdi3

Affiliation:

1. School of Computer Science and Engineering, Sun Yat-sen University, China

2. Guangdong University of Foreign Studies, China and Pazhou Lab, China

3. Sun Yat-sen University, China

Funder

Humanities and Social Science Research Project of Ministry of Education

Guangdong Basic and Applied Basic Research Foundation

Guangzhou Science and Technology Project

National Natural Science Foundation of China

Guangzhou Basic and Applied Basic Research Foundation

Guizhou Science Support Project

Publisher

ACM

Reference73 articles.

1. Miltiadis Allamanis Marc Brockschmidt and Mahmoud Khademi. 2018. Learning to Represent Programs with Graphs. In ICLR. Miltiadis Allamanis Marc Brockschmidt and Mahmoud Khademi. 2018. Learning to Represent Programs with Graphs. In ICLR.

2. Miltiadis Allamanis Pankajan Chanthirasegaran Pushmeet Kohli and Charles Sutton. 2017. Learning Continuous Semantic Representations of Symbolic Expressions. In ICML Vol. 70. 80–88. Miltiadis Allamanis Pankajan Chanthirasegaran Pushmeet Kohli and Charles Sutton. 2017. Learning Continuous Semantic Representations of Symbolic Expressions. In ICML Vol. 70. 80–88.

3. Dalal Alrajeh Jeff Kramer Alessandra Russo and Sebastin Uchitel. 2009. Learning operational requirements from goal models. In ICSE. 265–275. Dalal Alrajeh Jeff Kramer Alessandra Russo and Sebastin Uchitel. 2009. Learning operational requirements from goal models. In ICSE. 265–275.

4. Saeed Amizadeh Sergiy Matusevych and Markus Weimer. 2019. Learning To Solve Circuit-SAT: An Unsupervised Differentiable Approach. In ICLR. Saeed Amizadeh Sergiy Matusevych and Markus Weimer. 2019. Learning To Solve Circuit-SAT: An Unsupervised Differentiable Approach. In ICLR.

5. Matteo Bertello , Nicola Gigante , Angelo Montanari , and Mark Reynolds . 2016 . Leviathan: A New LTL Satisfiability Checking Tool Based on a One-Pass Tree-Shaped Tableau. In IJCAI. 950–956. Matteo Bertello, Nicola Gigante, Angelo Montanari, and Mark Reynolds. 2016. Leviathan: A New LTL Satisfiability Checking Tool Based on a One-Pass Tree-Shaped Tableau. In IJCAI. 950–956.

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1. SAT-Verifiable LTL Satisfiability Checking via Graph Representation Learning;2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE);2023-09-11

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