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Feedback is an essential composition operator in many classes of reactive and other systems. This paper studies feedback in the context of compositional theories with refinement. Such theories allow to reason about systems on a…

软件工程 · 计算机科学 2016-04-28 Viorel Preoteasa , Stavros Tripakis

Nyquist criterion-based impedance ratio criteria (IRCs) have been widely applied for inspecting the risk of small-signal instability among converter-based AC power systems. Aided by a comparative study on voltage source converter, including…

系统与控制 · 电气工程与系统科学 2023-06-27 Chongbin Zhao , Qirong Jiang

We introduce a new methodology based on refinement for testing the functional correctness of hardware and low-level software. Our methodology overcomes several major drawbacks of the de facto testing methodologies used in industry: (1) it…

计算机科学中的逻辑 · 计算机科学 2017-03-17 Mitesh Jain , Panagiotis Manolios

This paper presents a theory for the refinement of shared-memory concurrent algorithms from specifications. We augment pre and post condition specifications with Jones' rely and guarantee conditions, all of which are encoded as commands…

计算机科学中的逻辑 · 计算机科学 2023-09-12 Ian J. Hayes , Larissa A. Meinicke , Patrick A. Meiring

Iterative abstraction refinement techniques are one of the most prominent paradigms for the analysis and verification of systems with large or infinite state spaces. This paper investigates the changes of truth values of system properties…

计算机科学中的逻辑 · 计算机科学 2026-01-14 Jakob Piribauer , Vinzent Zschuppe

Scalable and automatic formal verification for concurrent systems is always demanding. In this paper, we propose a verification framework to support automated compositional reasoning for concurrent programs with shared variables. Our…

形式语言与自动机理论 · 计算机科学 2018-03-28 Fuyuan Zhang , Yongwang Zhao , David Sanan , Yang Liu , Alwen Tiu , Shang-Wei Lin , Jun Sun

This paper summarizes our experience in communicating the elements of reasoning about correctness, and the central role of formal specifications in reasoning about modular, component-based software using a language and an integrated Web IDE…

Manual modeling in Constraint Programming is a substantial bottleneck, which Constraint Acquisition (CA) aims to automate. However, passive CA methods are prone to over-fitting, often learning models that include spurious global constraints…

人工智能 · 计算机科学 2025-09-30 Vasileios Balafas , Dimos Tsouros , Nikolaos Ploskas , Kostas Stergiou

One aim of representation learning is to recover the original latent code that generated the data, a task which requires additional information or inductive biases. A recently proposed approach termed Independent Mechanism Analysis (IMA)…

机器学习 · 统计学 2022-07-14 Joanna Sliwa , Shubhangi Ghosh , Vincent Stimper , Luigi Gresele , Bernhard Schölkopf

Current vision-language models have been explored for multi-modal embedding tasks like information retrieval. However, they face significant challenges in real-world queries and targets involving diverse modality combinations, as existing…

计算机视觉与模式识别 · 计算机科学 2026-05-07 Jiajun Qin , Yuan Pu , Zhuolun He , Seunggeun Kim , David Z. Pan , Bei Yu

System integration testing is the process of testing a system by the stepwise integration of sub-components. Usually these sub-components are already verified to guarantee their correct functional behavior. By integration of these verified…

软件工程 · 计算机科学 2014-04-29 Susanne Kandl , Martin Elshuber

Multimodal Sentiment Analysis is an active area of research that leverages multimodal signals for affective understanding of user-generated videos. The predominant approach, addressing this task, has been to develop sophisticated fusion…

计算与语言 · 计算机科学 2020-10-20 Devamanyu Hazarika , Roger Zimmermann , Soujanya Poria

The problem of corrupted data, missing features, or missing modalities continues to plague the modern machine learning landscape. To address this issue, a class of regularization methods that enforce consistency between imputed and fully…

机器学习 · 计算机科学 2026-02-03 Yinsong Wang , Shahin Shahrampour

Learning effective fusion of multi-modality features is at the heart of visual question answering. We propose a novel method of dynamically fusing multi-modal features with intra- and inter-modality information flow, which alternatively…

计算机视觉与模式识别 · 计算机科学 2019-08-27 Gao Peng , Zhengkai Jiang , Haoxuan You , Pan Lu , Steven Hoi , Xiaogang Wang , Hongsheng Li

This paper introduces a novel control framework to address the satisfaction of multiple time-varying output constraints in uncertain high-order MIMO nonlinear control systems. Unlike existing methods, which often assume that the constraints…

系统与控制 · 电气工程与系统科学 2026-03-23 Farhad Mehdifar , Lars Lindemann , Charalampos P. Bechlioulis , Dimos V. Dimarogonas

Interference alignment (IA) is a widely recognized approach for mitigating inter-cell interference in multi-user multiple-input multiple-output (MIMO) networks. Despite its effectiveness, practical deployment remains constrained by two…

信号处理 · 电气工程与系统科学 2026-04-30 Samitha Gunarathne , Eslam Eldeeb , Nurul Huda Mahmood , Italo Atzeni

In order to truly benefit from RISC-V ISA modularity, the community has to address the issue of compositionality, going beyond modules at the specification level covering larger subsets of the RISC-V development flow including emulation,…

硬件体系结构 · 计算机科学 2025-07-18 Petr Kourzanov , Anmol

The internal model principle is a fundamental result stating a necessary and sufficient condition for a stabilizing controller to be robustly regulating. Its classical formulation is given in terms of coprime factorizations and the largest…

最优化与控制 · 数学 2020-05-25 Petteri Laakkonen

We give a sequential model for noninterference security including probability (but not demonic choice), thus supporting reasoning about the likelihood that high-security values might be revealed by observations of low-security activity. Our…

形式语言与自动机理论 · 计算机科学 2010-07-08 Annabelle McIver , Larissa Meinicke , Carroll Morgan

Dey and Xin (J.Appl.Comput.Top., 2022, arXiv:1904.03766) describe an algorithm to decompose finitely presented multiparameter persistence modules using a matrix reduction algorithm. Their algorithm only works for modules whose generators…

表示论 · 数学 2025-11-25 Tamal K. Dey , Jan Jendrysiak , Michael Kerber