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相关论文: Architectural Archipelagos: Technical Debt in Long…

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Software engineering research has focused on automating maintenance and evolution processes to reduce costs and improve reliability. The emergence of foundation models (FMs) with strong code understanding and reasoning abilities offers new…

软件工程 · 计算机科学 2026-04-16 Daniel Rodriguez-Cardenas , David Nader Palacio , Denys Poshyvanyk

Advances in Large Language Models (LLMs) have sparked interest in their ability to solve Olympiad-level math problems. However, the training and evaluation of these models are constrained by the limited size and quality of available…

计算与语言 · 计算机科学 2025-06-30 Sadegh Mahdavi , Muchen Li , Kaiwen Liu , Christos Thrampoulidis , Leonid Sigal , Renjie Liao

With the rapid advancement of artificial intelligence (AI) in various domains, the education sector is set for transformation. The potential of AI-driven tools in enhancing the learning experience, especially in programming, is immense.…

软件工程 · 计算机科学 2024-04-08 Eduard Frankford , Clemens Sauerwein , Patrick Bassner , Stephan Krusche , Ruth Breu

Industrial manufacturers increasingly develop digital platforms in the business-to-business (B2B) context. This emergent form of digital platforms requires a profound yet little understood holistic perspective that encompasses the…

软件工程 · 计算机科学 2021-02-10 Marin Jovanovic , David Sjodin , Vinit Parida

While Microservices promise several beneficial characteristics for sustainable long-term software evolution, little empirical research covers what concrete activities industry applies for the evolvability assurance of Microservices and how…

软件工程 · 计算机科学 2021-09-02 Justus Bogner , Jonas Fritzsch , Stefan Wagner , Alfred Zimmermann

The development and deployment of machine learning systems can be executed easily with modern tools, but the process is typically rushed and means-to-an-end. The lack of diligence can lead to technical debt, scope creep and misaligned…

软件工程 · 计算机科学 2020-12-17 Alexander Lavin , Gregory Renard

So far, the relationship between open science and software engineering expertise has largely focused on the open release of software engineering research insights and reproducible artifacts, in the form of open-access papers, open data, and…

软件工程 · 计算机科学 2024-09-17 Cynthia C. S. Liem , Andrew M. Demetriou

Diversity is prevalent in modern software systems. Several system variants exist at the same time in order to adapt to changing user requirements. Additionally, software systems evolve over time in order to adjust to unanticipated changes…

软件工程 · 计算机科学 2014-09-09 Arne Haber , Holger Renel , Bernhard Rumpe , Ina Schaefer

The landscape of computing technologies is changing rapidly, straining existing software engineering practices and tools. The growing need to produce and maintain increasingly complex multi-architecture applications makes it crucial to…

软件工程 · 计算机科学 2024-10-29 Piotr Sowinski , Ignacio Lacalle , Rafael Vano , Carlos E. Palau , Maria Ganzha , Marcin Paprzycki

This position paper argues that AI-assisted software engineering requires explicit mechanisms for tracking the epistemic status and temporal validity of architectural decisions. LLM coding assistants generate decisions faster than teams can…

软件工程 · 计算机科学 2026-01-30 Sankalp Gilda , Shlok Gilda

The rapid advancement of large language models (LLMs) is fundamentally reshaping software engineering (SE), driving a paradigm shift in both academic research and industrial practice. While top-tier SE venues continue to show sustained or…

软件工程 · 计算机科学 2025-12-18 Hang Yu , Yuzhou Lai , Li Zhang , Xiaoli Lian , Fang Liu , Yanrui Dong , Ting Zhang , Zhi Jin , David Lo

The Asset Administration Shell (AAS) is an emerging technology for the implementation of digital twins in the field of manufacturing. Software is becoming increasingly important, not only in general but specifically in relation to…

软件工程 · 计算机科学 2026-02-19 Carsten Ellwein , David Dietrich , Jessica Roth , Rozana Cvitkovic , Andreas Wortmann

Design erosion is a persistent problem within the software engineering discipline. Software designs tend to deteriorate over time and there is a need for tools and techniques that support software architects when dealing with legacy…

软件工程 · 计算机科学 2021-04-29 Frederick Schmidt , Stephen MacDonell , Andy M. Connor

The adoption of large language models (LLMs) and autonomous agents in software engineering marks an enduring paradigm shift. These systems create new opportunities for tool design, workflow orchestration, and empirical observation, while…

软件工程 · 计算机科学 2025-11-04 Christoph Treude , Margaret-Anne Storey

The long-term sustainability of research software is a critical challenge, as it usually suffers from poor maintainability, lack of adaptability, and eventual obsolescence. This paper proposes a novel approach to addressing this issue by…

软件工程 · 计算机科学 2025-09-15 Philipp Zech , Irdin Pekaric

As LLM-based multi-agent systems (MAS) become more autonomous, their free-form interactions increasingly dominate system behavior. However, scaling the number of agents often amplifies context pressure, coordination errors, and system…

软件工程 · 计算机科学 2026-03-18 Weihao Zhang , Yitong Zhou , Huanyu Qu , Hongyi Li

While technical debt grows in absolute numbers as software systems evolve over time, the density of technical debt (technical debt divided by lines of code) is reduced in some cases. This can be explained by either the application of…

软件工程 · 计算机科学 2020-10-20 George Digkas , Alexander Chatzigeorgiou , Apostolos Ampatzoglou , Paris Avgeriou

The arrival of large language models (LLMs) capable of multi-step reasoning, tool use, and long-horizon planning has produced a qualitative shift in software engineering. Where earlier code-completion tools such as GitHub Copilot operated…

软件工程 · 计算机科学 2026-04-30 Happy Bhati

Agentic AI systems are increasingly being explored as production infrastructure: they reason over multiple steps, call tools, act through workflows, and adapt through memory and feedback. These systems create governance challenges that are…

人工智能 · 计算机科学 2026-05-29 Muhammad Zia Hydari , Raja Iqbal , Narayan Ramasubbu

Long-Tailed (LT) recognition has been widely studied to tackle the challenge of imbalanced data distributions in real-world applications. However, the design of neural architectures for LT settings has received limited attention, despite…

计算机视觉与模式识别 · 计算机科学 2025-11-18 Yuhan Pan , Yanan Sun , Wei Gong