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Despite the rapid progress of Multimodal Large Language Models (MLLMs), their ability to perform reliable visual grounding in high-stakes clinical software environments remains underexplored. Existing GUI benchmarks largely focus on…

Computer Vision and Pattern Recognition · Computer Science 2026-03-23 Rozain Shakeel , Abdul Rahman Mohammad Ali , Muneeb Mushtaq , Tausifa Jan Saleem , Tajamul Ashraf

There are billions of lines of sequential code inside nowadays' software which do not benefit from the parallelism available in modern multicore architectures. Automatically parallelizing sequential code, to promote an efficient use of the…

Programming Languages · Computer Science 2016-04-13 Alcides Fonseca , Bruno Cabral , João Rafael , Ivo Correia

Modern software design practice implies widespread use in the development of ready-made components, usually designed as external libraries. The undoubted advantages of reusing third-party code can be offset by integration errors that appear…

Software Engineering · Computer Science 2022-02-09 Vladislav Feofilaktov , Vladimir Itsykson

We define a Graphics Turing Test to measure graphics performance in a similar manner to the definition of the traditional Turing Test. To pass the test one needs to reach a computational scale, the Graphics Turing Scale, for which Computer…

Graphics · Computer Science 2007-05-23 Michael McGuigan

In recent years, Multimodal Large Language Models (MLLMs) have been extensively utilized for multimodal reasoning tasks, including Graphical User Interface (GUI) automation. Unlike general offline multimodal tasks, GUI automation is…

Artificial Intelligence · Computer Science 2025-11-18 Yuyang Wanyan , Xi Zhang , Haiyang Xu , Haowei Liu , Junyang Wang , Jiabo Ye , Yutong Kou , Ming Yan , Fei Huang , Xiaoshan Yang , Weiming Dong , Changsheng Xu

As the bridge between users and software, Graphical User Interface (GUI) is critical to the app accessibility. Scaling up the font or display size of GUI can help improve the visual impact, readability, and usability of an app, and is…

Software Engineering · Computer Science 2022-12-09 Yuhui Su , Chunyang Chen , Junjie Wang , Zhe Liu , Dandan Wang , Shoubin Li , Qing Wang

Vulnerable software represents a tremendous threat to modern information systems. Vulnerabilities in widespread applications may be used to spread malware, steal money and conduct target attacks. To address this problem, developers and…

Cryptography and Security · Computer Science 2018-07-06 Maksim Shudrak , Vyacheslav Zolotarev

GUI agents rely on screenshots to infer intent and operate across applications, but these screenshots often contain private messages, medical records, payment credentials, and workplace-specific workflows. Privacy decisions in this setting…

Cryptography and Security · Computer Science 2026-05-28 Yanqiu Zhao , Dongying Zheng , Kaibo Huang , Yukun Wei , Zhongliang Yang , Linna Zhou

Every Constraint Programming (CP) solver exposes a library of constraints for solving combinatorial problems. In order to be useful, CP solvers need to be bug-free. Therefore the testing of the solver is crucial to make developers and users…

Artificial Intelligence · Computer Science 2018-07-12 Aurélie Massart , Valentin Rombouts , Pierre Schaus

We describe a system that simplifies the process of debugging programs produced by computer-aided parallelization tools. The system uses relative debugging techniques to compare serial and parallel executions in order to show where the…

Software Engineering · Computer Science 2007-05-23 Robert Hood , Gabriele Jost

The main objective of this paper was to investigate the effects of a computer screen interface design and its related geometrical characteristics of 36 graphical objects on a user's task efficiency. A total of 490 subjects took part in…

Human-Computer Interaction · Computer Science 2012-11-29 Rafal Michalski , Jerzy Grobelny , Waldemar Karwowski

Android Apps are frequently updated, every couple of weeks, to keep up with changing user, hardware and business demands. Correctness of App updates is checked through extensive testing. Recent research has proposed tools for automated GUI…

Software Engineering · Computer Science 2020-11-25 Chao Peng , Ajitha Rajan

The reuse at the component level is generally more effective than the one at the object-oriented class level. This is due to the granularity level where components expose their functionalities at an abstract level compared to the…

Software Engineering · Computer Science 2018-03-19 Anas Shatnawi , Hudhaifa Shatnawi , Mohamed Aymen Saied , Zakarea Al Shara , Houari Sahraoui , Abdelhak Seriai

Detection of Graphical User Interface (GUI) elements is a crucial task for automatic code generation from images and sketches, GUI testing, and GUI search. Recent studies have leveraged both old-fashioned and modern computer vision (CV)…

Computer Vision and Pattern Recognition · Computer Science 2024-08-08 Seyed Shayan Daneshvar , Shaowei Wang

This chapter illustrates the basic concepts of fault localization using a data mining technique. It utilizes the Trityp program to illustrate the general method. Formal concept analysis and association rule are two well-known methods for…

Software Engineering · Computer Science 2025-05-27 Peggy Cellier , Mireille Ducassé , Sébastien Ferré , Olivier Ridoux , W. Eric Wong

We present a prototype that implements a set of logical rules to prove the satisfiability for a class of specifications on XML documents. Specifications are given by means of constrains built on Boolean XPath patterns. The main goal of this…

Logic in Computer Science · Computer Science 2015-01-12 Javier Albors , Marisa Navarro

The rapid proliferation of Generative AI (GenAI) into diverse, high-stakes domains necessitates robust and reproducible evaluation methods. However, practitioners often resort to ad-hoc, non-standardized scripts, as common metrics are often…

Computation and Language · Computer Science 2026-03-24 Nitin Gupta , Pallav Koppisetti , Kausik Lakkaraju , Biplav Srivastava

Many computer science disciplines (e.g., combinatorial optimization, natural language processing, and information retrieval) use standard or established test suites for evaluating algorithms. In visualization, similar approaches have been…

Graphics · Computer Science 2020-09-29 Pascal Nardini , Min Chen , Roxana Bujack , Michael Böttinger , Gerik Scheuermann

Comparative evaluation of several systems is a recurrent task in researching. It is a key step before deciding which system to use for our work, or, once our research has been conducted, to demonstrate the potential of the resulting model.…

Computation and Language · Computer Science 2026-02-24 Sergio Gómez González , Miguel Domingo , Francisco Casacuberta

In this paper we present a tool for the formal analysis of applications built on top of replicated databases, where data integrity can be at stake. To address this issue, one can introduce synchronization in the system. Introducing…

Programming Languages · Computer Science 2020-10-15 Filipe Meirim , Mário Pereira , Carla Ferreira
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