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This paper presents the design of HELIX, an end-to-end verified code generation system with a focus on the intersection of high-performance and high-assurance numerical computing. The code generation can be fine-tuned to generate efficient…

编程语言 · 计算机科学 2026-04-22 Vadim Zaliva , Yannick Zakowski , Ilia Zaichuk , Valerii Huhnin , Calvin Beck , Irene Yoon , Steve Zdancewic

Theories over strings are among the most heavily researched logical theories in the SMT community in the past decade, owing to the error-prone nature of string manipulations, which often leads to security vulnerabilities (e.g. cross-site…

编程语言 · 计算机科学 2021-12-15 Shuanglong Kan , Anthony W. Lin , Philipp Rümmer , Micha Schrader

TimSort is a well-established sorting algorithm whose running time depends on how sorted the input already is. Recently, Eppstein, Goodrich, Illickan, and To designed algorithms inspired by TimSort for Pareto front, planar convex hull, and…

计算几何 · 计算机科学 2025-12-09 Ivor van der Hoog , Eva Rotenberg , Daniel Rutschmann

Lighthouse projects such as CompCert, seL4, IronFleet, and DeepSpec have demonstrated that full verification of entire systems is feasible by establishing a refinement relation between an abstract system specification and an executable…

计算机科学中的逻辑 · 计算机科学 2020-10-13 Christoph Sprenger , Tobias Klenze , Marco Eilers , Felix A. Wolf , Peter Müller , Martin Clochard , David Basin

The HaliVer tool integrates deductive verification into the popular scheduling language Halide, used for image processing pipelines and array computations. HaliVer uses Vercors, a separation logic-based verifier, to verify the correctness…

计算机科学中的逻辑 · 计算机科学 2024-01-22 Lars B. van den Haak , Anton Wijs , Marieke Huisman , Mark van den Brand

An Isabelle/HOL formalisation of G\"odel's two incompleteness theorems is presented. The work follows \'Swierczkowski's detailed proof of the theorems using hereditarily finite (HF) set theory. Avoiding the usual arithmetical encodings of…

计算机科学中的逻辑 · 计算机科学 2021-04-29 Lawrence C. Paulson

Our objective is to formally verify the correctness of the hundreds of expression optimization rules used within the GraalVM compiler. When defining the semantics of a programming language, expressions naturally form abstract syntax trees,…

编程语言 · 计算机科学 2022-12-15 Brae J. Webb , Ian J. Hayes , Mark Utting

Program verification is to develop the program's proof system, and to prove the proof system soundness with respect to a trusted operational semantics of the program. However, many practical program verifiers are not based on operational…

计算机科学中的逻辑 · 计算机科学 2021-02-09 ShangBei Wang

Large computer-understandable proofs consist of millions of intermediate logical steps. The vast majority of such steps originate from manually selected and manually guided heuristics applied to intermediate goals. So far, machine learning…

人工智能 · 计算机科学 2017-03-02 Cezary Kaliszyk , François Chollet , Christian Szegedy

Probabilistic behavior is omnipresent in computer controlled systems, in particular, so-called safety-critical hybrid systems, because of various reasons, like uncertain environments, or fundamental properties of nature. In this paper, we…

形式语言与自动机理论 · 计算机科学 2021-01-04 Fujun Wang , Zining Cao , Lixing Tan , Zhen Li

The formalisation of mathematics is continuing rapidly, however combinatorics continues to present challenges to formalisation efforts, such as its reliance on techniques from a wide range of other fields in mathematics. This paper presents…

计算机科学中的逻辑 · 计算机科学 2024-01-08 Chelsea Edmonds , Lawrence C. Paulson

We formalize a multivariate quantifier elimination (QE) algorithm in the theorem prover Isabelle/HOL. Our algorithm is complete, in that it is able to reduce any quantified formula in the first-order logic of real arithmetic to a logically…

计算机科学中的逻辑 · 计算机科学 2022-12-22 Katherine Kosaian , Yong Kiam Tan , André Platzer

The need for formal definition of the very basis of mathematics arose in the last century. The scale and complexity of mathematics, along with discovered paradoxes, revealed the danger of accumulating errors across theories. Although,…

计算机科学中的逻辑 · 计算机科学 2018-09-10 Artem Yushkovskiy

This paper presents a formally verified quantifier elimination (QE) algorithm for first-order real arithmetic by linear and quadratic virtual substitution (VS) in Isabelle/HOL. The Tarski-Seidenberg theorem established that the first-order…

计算机科学中的逻辑 · 计算机科学 2021-11-23 Matias Scharager , Katherine Cordwell , Stefan Mitsch , André Platzer

This paper presents a bisimulation-based method for establishing the soundness of equations between terms constructed using operations whose semantics is specified by rules in the GSOS format of Bloom, Istrail and Meyer. The method is…

计算机科学中的逻辑 · 计算机科学 2010-02-16 Luca Aceto , Matteo Cimini , Anna Ingolfsdottir

We report our experience formally modelling and verifying CXL.cache, the inter-device cache coherence protocol of the Compute Express Link standard. We have used the Isabelle proof assistant to create a formal model for CXL.cache based on…

硬件体系结构 · 计算机科学 2025-03-20 Chengsong Tan , Alastair F. Donaldson , John Wickerson

Proof by induction plays a central role in formal verification. However, its automation remains as a formidable challenge in Computer Science. To solve inductive problems, human engineers often have to provide auxiliary lemmas manually. We…

计算机科学中的逻辑 · 计算机科学 2023-01-23 Yutaka Nagashima , Zijin Xu , Ningli Wang , Daniel Sebastian Goc , James Bang

This is an overview of a formalisation project in the proof assistant Isabelle/HOL of a number of research results in infinitary combinatorics and set theory (more specifically in ordinal partition relations) by Erd\H{o}s--Milner, Specker,…

C-RASP is a simple programming language that was recently shown to capture concepts expressible by transformers. In this paper, we develop new algorithmic techniques for automatically verifying C-RASPs. To this end, we establish a…

机器学习 · 计算机科学 2026-05-19 Hongjian Jiang , Matthew Hague , Philipp Rümmer , Anthony Widjaja Lin

The main goal of our work is to formally prove the correctness of the key commands of the SCHUR software, an interactive program for calculating with characters of Lie groups and symmetric functions. The core of the computations relies on…

计算机科学中的逻辑 · 计算机科学 2010-04-29 Franck Butelle , Florent Hivert , Micaela Mayero , Frédéric Toumazet