Publications
2022
Learning Higher-Order Programs without Meta-Interpretive Learning
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022
Lash 1.0 (System Description)
Automated Reasoning - 11th International Joint Conference, IJCAR 2022
Adversarial Learning to Reason in an Arbitrary Logic
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2022
Formalizing a diophantine description of the set of primes (short paper)
13th International Conference on Interactive Theorem Proving, ITP 2022
The Isabelle Enigma
13th International Conference on Interactive Theorem Proving, ITP 2022
Lazy Paramodulation in Practice
Proceedings of the Workshop on Practical Aspects of Automated Reasoning, PAAR 2022
Proofgold: Blockchain for Formal Methods
4th International Workshop on Formal Methods for Blockchains, FMBC 2022
2021
Disambiguating Symbolic Expressions in Informal Documents
9th International Conference on Learning Representations, ICLR 2021
JEFL: Joint Embedding of Formal Proof Libraries
Frontiers of Combining Systems - 13th International Symposium, FroCoS 2021
Fast and Slow Enigmas and Parental Guidance
Frontiers of Combining Systems - 13th International Symposium, FroCoS 2021
Learning Theorem Proving Components
Automated Reasoning with Analytic Tableaux and Related Methods - 30th International Conference, TABLEAUX 2021
Towards Finding Longer Proofs
Automated Reasoning with Analytic Tableaux and Related Methods - 30th International Conference, TABLEAUX 2021
Homotopy Type Theory in Isabelle
12th International Conference on Interactive Theorem Proving, ITP 2021
Learning to Solve Geometric Construction Problems from Images
Intelligent Computer Mathematics - 14th International Conference, CICM 2021
Characteristic Subsets of SMT-LIB Benchmarks
Proceedings of the 19th International Workshop on Satisfiability Modulo Theories co-located with 33rd International Conference on Computer Aided Verification (CAV 2021)
Online Machine Learning Techniques for Coq: A Comparison
Intelligent Computer Mathematics - 14th International Conference, CICM 2021
A study of continuous vector representations for theorem proving
Journal of Logic and Computation, 2021
Machine Learning Guidance for Connection Tableaux
J. Autom. Reason., 2021
Faster Smarter Proof by Induction in Isabelle/HOL
International Joint Conference on Artificial Intelligence, IJCAI 2021
The Role of Entropy in Guiding a Connection Prover
Automated Reasoning with Analytic Tableaux and Related Methods - 30th International Conference, TABLEAUX 2021
2020
ENIGMA Anonymous: Symbol-Independent Inference Guiding Machine (System Description)
Automated Reasoning - 10th International Joint Conference, IJCAR 2020
Property Invariant Embedding for Automated Reasoning
24th European Conference on Artificial Intelligence, ECAI 2020
GeoLogic - Graphical Interactive Theorem Prover for Euclidean Geometry
7th International Conference on Mathematical Software - ICMS 2020
Mac Lane's Comparison Theorem for the Kleisli Construction Formalized in Coq
Math. Comput. Sci., 2020
Exploration of neural machine translation in autoformalization of mathematics in Mizar
Proceedings of the 9th ACM SIGPLAN International Conference on Certified Programs and Proofs, CPP 2020
A Survey of Languages for Formalizing Mathematics
Intelligent Computer Mathematics (CICM 2020)
Property Preserving Embedding of First-order Logic
6th Global Conference on Artificial Intelligence (GCAI 2020)
Improving Expressivity of Graph Neural Networks
2020 International Joint Conference on Neural Networks, IJCNN 2020
2019
Certification of Nonclausal Connection Tableaux Proofs
28th International Conference on Automated Reasoning with Analytic Tableaux and Related Methods (TABLEAUX 2019)
GRUNGE: A Grand Unified ATP Challenge
The 27th International Conference on Automated Deduction (CADE 2019)
Verifying Bit-vector Invertibility Conditions in Coq (Extended Abstract)
Proceedings Sixth Workshop on Proof eXchange for Theorem Proving, PxTP 2019
Aligning Concepts across Proof Assistant Libraries
J. Symbolic Computation, 2019
Declarative Proof Translation (short paper)
10th International Conference on Interactive Theorem Proving (ITP 2019)
Higher-order Tarski Grothendieck as a Foundation for Formal Proof
10th International Conference on Interactive Theorem Proving (ITP 2019)
Can Neural Networks Learn Symbolic Rewriting?
Learning and Reasoning with Graph-Structured Representations -- ICML 2019 Workshop
2018
Hammer for Coq: Automation for Dependent Type Theory
J. Autom. Reasoning, 2018
Reinforcement Learning of Theorem Proving
Advances in Neural Information Processing Systems 31, 2018
CoqHammer: Strong Automation for Program Verification
Fourth International Workshop on Coq for Programming Languages, CoqPL 2018
Towards Mac Lane's Comparison Theorem for the (co)Kleisli Construction in Coq
FMM 2018 - Third workshop on Formal Mathematics for Mathematicians
IMP with exceptions over decorated logic
Discret. Math. Theor. Comput. Sci., 2018
Goal-Oriented Conjecturing for Isabelle/HOL
11th International Conference on Intelligent Computer Mathematics (CICM 2018)
Towards a Unified Ordering for Superposition-Based Automated Reasoning
6th International Conference on Mathematical Software (ICMS 2018)
Concrete Semantics with Coq and CoqHammer
11th International Conference on Intelligent Computer Mathematics (CICM 2018)
Isabelle Import Infrastructure for the Mizar Mathematical Library
11th International Conference on Intelligent Computer Mathematics (CICM 2018)
First Experiments with Neural Translation of Informal to Formal Mathematics
11th International Conference on Intelligent Computer Mathematics (CICM 2018)
Towards Formal Foundations for Game Theory
Interactive Theorem Proving - 9th International Conference, ITP 2018
Formal Microeconomic Foundations and the First Welfare Theorem
Proceedings of the 7th ACM SIGPLAN Conference on Certified Programs and Proofs (CPP 2018)
2017
Monte Carlo Tableau Proof Search
26th International Conference on Automated Deduction (CADE 2017)
Isabelle Formalization of Set Theoretic Structures and Set Comprehensions
International Conference on Mathematical Aspects of Computer and Information Sciences (MACIS 2017)
System Description: Statistical Parsing of Informalized Mizar Formulas
19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2017
Automating Formalization by Statistical and Semantic Parsing of Mathematics
8th International Conference on Interactive Theorem Proving (ITP 2017)
HolStep: A Machine Learning Dataset for Higher-order Logic Theorem Proving
5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings
Deep Network Guided Proof Search
LPAR-21. 21st International Conference on Logic for Programming, Artificial Intelligence and Reasoning, 2017
Progress in the Independent Certification of Mizar Mathematical Library in Isabelle
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, FedCSIS 2017
Presentation and Manipulation of Mizar Properties in an Isabelle Object Logic
10th International Conference on Intelligent Computer Mathematics (CICM'17), 2017
Classification of Alignments Between Concepts of Formal Mathematical Systems
10th International Conference on Intelligent Computer Mathematics (CICM'17), 2017