Leonardo de Moura
Microsoft Research
- Researcher in the
Software Reliability Research group at Microsoft Research.
- Tel.: (425) 421-6987
- Fax: (425) 936-7329
- Email: leonardo AT microsoft DOT com
- Address: One Microsoft Way, Redmond, WA, 98052
Professional interests:
SMT solvers, Decision Procedures, Theorem Proving, Static Analysis.
Projects
Publications
- Generalized and Efficient Array Decision Procedures, Leonardo de Moura, Nikolaj Bjørner, FMCAD, Austin TX, 2009. Extended version: Technical report MSR-TR-2009-121.
- Satisfiability Modulo Theories: An Appetizer, Leonardo de Moura, Nikolaj Bjørner, invited paper to SBMF 2009, Gramado, Brazil.
- Superfluous S-polynomials in Strategy-Independent Grobner Bases, Grant Olney Passmore, Leonardo de Moura,
11th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Timisoara, Romania, 2009.
- On Locally Minimal Nullstellensatz Proofs, Leonardo de Moura, Grant Olney Passmore, SMT'09. Extended version: Techical report MSR-TR-2009-90.pdf.
- Universality of Polynomial Positivity and a Variant of Hilbert's 17th Problem, Grant Olney Passmore, Leonardo de Moura, ADDCT'09.
- Z310: Applications, Enablers, Challenges and Directions, Nikolaj Bjørner, Leonardo de Moura, invited paper to CFV 2009.
- On deciding satisfiability by DPLL(Gamma+T) and unsound theorem proving, Maria Paola Bonacina, Christopher Lynch and Leonardo de Moura,
22nd International Conference on Automated Deduction (CADE-22), Montreal, Canada, 2009.
- Complete instantiation for quantified SMT formulas, Yeting Ge and Leonardo de Moura,
Conference on Computer Aided Verification (CAV 2009), Grenoble, France, 2009.
- A Concurrent Portfolio Approach to SMT Solving, Christoph M. Wintersteiger, Youssef Hamadi and Leonardo de Moura,
Conference on Computer Aided Verification (CAV 2009), Grenoble, France, 2009.
- Deciding Effectively Propositional Logic with Equality, Ruzica Piskac, Leonardo de Moura, and Nikolaj Bjørner, Technical Report: MSR-TR-2008-181
- Accelerating Lemma Learning using Joins - DPPL(Join), Nikolaj Bjørner, Bruno Dutertre and Leonardo de Moura,
Short paper at LPAR 2008, Doha.
- Proofs and Refutations, and Z3, Leonardo de Moura and Nikolaj Bjørner, IWIL 2008.
- Satisfiability Modulo Bit-precise Theories for Program Exploration, Nikolaj Bjørner, Leonardo de Moura and Nikolai Tillmann,
Invited workshop paper, CFV 2008
.
- Deciding Effectively Propositional Logic using DPLL and substitution sets, Leonardo de Moura and Nikolaj Bjørner,
International Joint Conference on Automated Reasoning (IJCAR), Sydney, Australia, 2008.
- Engineering DPLL(T) + Saturation, Leonardo de Moura and Nikolaj Bjørner,
International Joint Conference on Automated Reasoning (IJCAR), Sydney, Australia, 2008.
- Z3: An Efficient SMT Solver, Leonardo de Moura and Nikolaj Bjørner, Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS), Budapest, Hungary, 2008.
- Relevancy Propagation, Leonardo de Moura and Nikolaj Bjørner, MSR Technical Note, October 2007.
- Efficient E-matching for SMT solvers, Leonardo de Moura and Nikolaj Bjørner, Conference on Automated Deduction (CADE), Bremen, Germany, 2007.
- Model-based Theory Combination, Leonardo de Moura and Nikolaj Bjørner, Workshop on Satisfiability Modulo Theories (SMT), Berlin, Germany, 2007.
- Design and Results of the Second Satisfiability Modulo Theories Competition (SMT-COMP 2006), Clark Barrett, Leonardo de Moura, and Aaron Stump, Formal Methods in System Design, 2007. To appear.
- A Tutorial on Satisfiability Modulo Theories, Leonardo de Moura, Bruno Dutertre, and Natarajan Shankar, Conference on Computer Aided Verification (CAV), Berlin, Germany, 2007.
- A Fast Linear-Arithmetic Solver for DPLL(T), Bruno Dutertre and Leonardo de Moura, Conference on Computer Aided Verification (CAV), Seattle, WA, 2006.
- Integrating Simplex with DPLL(T), Bruno Dutertre and Leonardo de Moura, SRI Technical Report: SRI-CSL-06-01.
- Design and Results of the 1st Satisfiability Modulo Theories Competition (SMT-COMP 2005), Clark Barrett, Leonardo de Moura, and Aaron Stump, Journal of Automated Reasoning (JAR)
- Integrating Verification Components, Leonardo de Moura, Sam Owre, Harald Ruess, John Rushby, and Natarajan Shankar, Invited position paper for Verified Software: Theories, Tools, Experiments, Zurich, Switzerland, October 2005
- Automated Test Generation with SAL, Gregoire Hamon, Leonardo de Moura, and John Rushby, CSL Technical Note, January 2005.
- Generating Efficient Test Sets with a Model Checker, Gregoire Hamon, Leonardo de Moura, and John Rushby, SEFM'04, Beijing, China, September 2004.
- Justifying Equality, Leonardo de Moura, Harald Ruess and Natarajan Shankar, PDPAR 2004, Cork, Ireland, July 2004.
- SAL 2, Leonardo de Moura, Sam Owre, Harald Ruess, John Rushby, N. Shankar, Maria Sorea, and Ashish Tiwari, Computer-Aided Verification, CAV '2004.
- An Experimental Evaluation of Ground Decision Procedures, Leonardo de Moura and Harald Ruess, Computer-Aided Verification, CAV '2004.
- The ICS decision procedures for embedded deduction, Leonardo de Moura, Harald Ruess, Natarajan Shankar, and John Rushby, IJCAR 2004, Cork, Ireland, July 2004.
- From Simulation to Verification (and Back), Harald Ruess and Leonardo de Moura, 2003 Winter Simulation Conference.
- Embedded Deduction With ICS, Leonardo de Moura, Harald Ruess, John Rushby, and Natarajan Shankar, NSA's Third High Confidence Software and Systems Conference, Baltimore, MD, 2003.
- Bounded Model Checking and Induction: From Refutation to Verification, Leonardo de Moura, Harald Ruess, and Maria Sorea, Computer-Aided Verification, CAV '2003.
- Lazy Theorem Proving for Bounded Model Checking over Infinite Domains, Leonardo de Moura, Harald Ruess, and Maria Sorea, 18th International Conference on Automated Deduction, CADE'2002.
- Lemmas on Demand for Satisfiability Solvers, Leonardo de Moura and Harald Ruess, Fifth International Symposium on the Theory and Applications of Satisfiability Testing, SAT'02.
- Clone Detection Using Abstract Syntax Trees, Ira Baxter, Andrew Yahin, Leonardo de Moura, Marcelo Sant'Anna, Lorraine Bier, International Conference on Maintenance, ICSM'98.
Slides
- Generalized and Efficient Array Decision Procedures, FMCAD, Austin TX, 2009.
- SMT@Microsoft,
New York University, New York, 2009.
- SMT@Microsoft,
Max Planck Institut Informatik, Germany, 2009.
- On Designing and Implementing Satisfiability Modulo Theory Solvers, Summer School 2009: Verification Technology, Systems & Applications, Nancy, France (lecture 1, lecture 2).
- SMT@Microsoft,
Midwest Verification Day, Iowa, 2009 (Powerpoint Slides).
- Satisfiability Modulo Theories: A Calculus of Computation,
PUC-Rio, Rio de Janeiro, Brazil (Powerpoint Slides).
- Satisfiability Modulo Theories: An Appetizer,
SBMF 2009, Gramado, Brazil (Powerpoint Slides).
- Complete Instantiation for Quantified Formulas in SMT,
CAV 2009, Grenoble, France (Powerpoint Slides).
- Applications and Challenges in Satisfiability Modulo Theories,
WING 2009, York, UK (Powerpoint Slides).
- Quantifiers in Satisfiability Modulo Theories,
Frontiers of Computational Reasoning, Cambridge, UK (Powerpoint Slides).
- Quantifiers in Satisfiability Modulo Theories,
Univeristy of Manchester, UK (Powerpoint Slides).
- Accelerating lemma learning using joins,
LPAR 2008, Doha, Qatar (Powerpoint Slides).
- Software Verification and Testing,
NSF Workshop on Symbolic Computation for Constraint Satisfaction Problems, Virginia, 2008 (Powerpoint Slides).
- Invited Tutorial: Applications of SMT solvers in Software Verification, VSTTE'08, Toronto, Canada 2008 (Powerpoint Slides).
- Experiments in Software Verification using SMT solvers, VS Experiments'08, Toronto, Canada 2008 (Powerpoint Slides).
- Engineering DPLL(T) + Saturation (PDF), IJCAR'08, Sydney, Australia 2008 (Powerpoint Slides).
- SMT solvers in Program Analysis and Verification (PDF), Tutorial at IJCAR'08, Sydney, Australia 2008 (Powerpoint slides).
- SMT Solvers: Theory and Implementation, Summer School on Logic and Theorem Proving in Programming Languages, Oregon 2008 (exercises).
-
SMT@Microsoft (PDF), Institute for Formal Models and Verification at the Johannes Kepler University, Linz, Austria, 2008 (Powerpoint Slides).
- Z3: An Efficient SMT Solver (PDF), TACAS, Budapest, Hungary, 2008 (Powerpoint Slides).
- Z3: An Efficient SMT Solver, McMaster University Hamilton, CA, 2007.
- SMT@Microsoft, AFM, Atlanta, 2007.
- SMT@Microsoft, Intel, Portland, 2007.
- Developing Efficient SMT Solvers, ESARLT, Bremen, Germany, 2007.
- SMT solvers: Introduction & Applications, University of Cambridge, UK, 2007.
- Z3: An Efficient SMT solver, MS Research Cambridge, UK, 2007.
- Efficient E-matching for SMT solvers, CADE, Bremen, Germany, 2007.
- Z3 0.1: An Efficient SMT solver, SMT-COMP, Berlin, Germany, 2007.
- Model-based Theory Combination, SMT, Berlin, Germany, 2007.
- Developing Efficient SMT Solvers, Carnegie Mellon University, Pittsburgh, 2007.
- Tutorial on SMT solvers, FMCAD, San Jose, 2006.
Professional Activities
-
SMT'10 (PC),
TACAS'10 (PC),
FMCAD'09 (PC),
SMT'09 (PC),
AFM'09 (PC),
BPR'09 (PC),
Beyond-SAT'09 (PC),
- FroCoS'09 (PC),
AFM'08 (PC),
IJCAR'08 (tutorial: SMT in program verification),
SMT'08 (co-chair),
-
SAT'08 (PC),
BPR'08 (PC),
AFM'07 (PC)
,
SMT'07 (PC),
SAT'07 (PC),
- FMDCAD'06 (tutorial chair, PC),
PDPAR'06 (PC),
SMT-COMP'06 (organizer),
SMT-COMP'05 (organizer).
Links
Courses