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Graph analytics elicits insights from large graphs to inform critical decisions for business, safety and security. Several large-scale graph processing frameworks feature efficient runtime systems; however, they often provide programming…

分布式、并行与集群计算 · 计算机科学 2020-05-29 Farzin Houshmand , Mohsen Lesani , Keval Vora

Alloy is a declarative modeling language that is well suited for verifying system designs. Alloy models are automatically analyzed using the Analyzer, a toolset that helps the user understand their system by displaying the consequences of…

软件工程 · 计算机科学 2023-07-14 Adam G. Emerson , Allison Sullivan

We introduce Tinker, a tool for designing and evaluating proof strategies based on proof-strategy graphs, a formalism previously introduced by the authors. We represent proof strategies as open-graphs, which are directed graphs with…

计算机科学中的逻辑 · 计算机科学 2014-10-31 Gudmund Grov , Aleks Kissinger , Yuhui Lin

Understanding the decision-making process of Graph Neural Networks (GNNs) is crucial to their interpretability. Most existing methods for explaining GNNs typically rely on training auxiliary models, resulting in the explanations remain…

机器学习 · 计算机科学 2024-01-29 Shengyao Lu , Keith G. Mills , Jiao He , Bang Liu , Di Niu

AI-driven autoformalization of mathematics is advancing rapidly. However, the type checker of a proof assistant guarantees only the logical correctness of proofs; it does not verify whether propositions and definitions faithfully capture…

人机交互 · 计算机科学 2026-04-21 Banri Yanahama , Akiyoshi Sannai

To address the increasing size and complexity of modern software systems, compositional verification separates the verification of single components from the verification of their composition. In architecture-based verification, the former…

软件工程 · 计算机科学 2019-07-11 Diego Marmsoler , Genc Blakqori

ChatGPT, as a language model based on large-scale pre-training, has exerted a profound influence on the domain of machine translation. In ChatGPT, a "Prompt" refers to a segment of text or instruction employed to steer the model towards…

计算与语言 · 计算机科学 2024-06-05 Hui Jiao , Bei Peng , Lu Zong , Xiaojun Zhang , Xinwei Li

The usefulness of Large Language Models (LLM) is being continuously tested in various fields. However, their intrinsic linguistic characteristic is still one of the limiting factors when applying these models to exact sciences. In this…

人工智能 · 计算机科学 2024-09-24 Jonathan Paul Driemeyer Brown , Tiago Oliveira Weber

This work focuses on training graph foundation models (GFMs) that have strong generalization ability in graph-level tasks such as graph classification. Effective GFM training requires capturing information consistent across different…

机器学习 · 计算机科学 2026-03-10 Ziheng Sun , Qi Feng , Lehao Lin , Chris Ding , Jicong Fan

"[M]athematicians care no more for logic than logicians for mathematics." Augustus de Morgan, 1868. Proofs are traditionally syntactic, inductively generated objects. This paper presents an abstract mathematical formulation of propositional…

逻辑 · 数学 2007-05-23 Dominic Hughes

In our contribution we describe some on-going improvements concerning the Automated Reasoning Tools developed in GeoGebra Discovery, providing different examples of the performance of these new features. We describe the new ShowProof…

符号计算 · 计算机科学 2024-01-25 Zoltán Kovács , Tomás Recio , M. Pilar Vélez

Software testing is a fundamental process of software development, and prior work has shown that visualizations of test results support testers' decision-making. However, Human-Computer Interaction research on software testing has yet to…

人机交互 · 计算机科学 2026-05-07 Brandon Lit , Anthony Maocheia-Ricci , Thomas Driscoll

Scene understanding is an essential and challenging task in computer vision. To provide the visually fundamental graphical structure of an image, the scene graph has received increased attention due to its powerful semantic representation.…

计算机视觉与模式识别 · 计算机科学 2023-06-19 Tianyu Zhang , Xusheng Du , Chia-Ming Chang , Xi Yang , Haoran Xie

The problem of synthesis of gate-level descriptions of digital circuits from behavioural specifications written in higher-level programming languages (hardware compilation) has been studied for a long time yet a definitive solution has not…

编程语言 · 计算机科学 2009-07-07 Dan R. Ghica

Graphs are used to represent a plethora of phenomena, from the Web and social networks, to biological pathways, to semantic knowledge bases. Arguably the most interesting and important questions one can ask about graphs have to do with…

数据库 · 计算机科学 2016-12-14 Vera Zaychik Moffitt , Julia Stoyanovich

Present-day graphical user interfaces (GUIs) exhibit diverse arrangements of text, graphics, and interactive elements such as buttons and menus, but representations of GUIs have not kept up. They do not encapsulate both semantic and…

人机交互 · 计算机科学 2024-04-23 Yue Jiang , Changkong Zhou , Vikas Garg , Antti Oulasvirta

Among the most general structures extending the framework by Dung are the abstract dialectical frameworks (ADFs). They come equipped with various types of semantics, with the most prominent - the labeling-based one - analyzed in the context…

人工智能 · 计算机科学 2016-07-05 Sylwia Polberg

We introduce the framework of general probabilistic theories (GPTs for short). GPTs are a class of operational theories that generalize both finite-dimensional classical and quantum theory, but they also include other, more exotic theories,…

量子物理 · 物理学 2023-10-27 Martin Plávala

Verifying the veracity of claims requires reasoning over a large knowledge base, often in the form of corpora of trustworthy sources. A common approach consists in retrieving short portions of relevant text from the reference documents and…

信息检索 · 计算机科学 2021-09-14 Misael Mongiovì , Aldo Gangemi

We introduce the Contour Analysis Tool (CAT), a Python toolkit aimed at identifying and analyzing structural elements in density maps. CAT employs various contouring techniques, including the lowest-closed contour (LCC), linear and…

天体物理仪器与方法 · 物理学 2024-09-11 Mark A. Hutchison , Christine M. Koepferl