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Software testing with large language models: Survey, landscape, and vision
Pre-trained large language models (LLMs) have recently emerged as a breakthrough
technology in natural language processing and artificial intelligence, with the ability to …
technology in natural language processing and artificial intelligence, with the ability to …
[HTML][HTML] When llms meet cybersecurity: A systematic literature review
The rapid development of large language models (LLMs) has opened new avenues across
various fields, including cybersecurity, which faces an evolving threat landscape and …
various fields, including cybersecurity, which faces an evolving threat landscape and …
Agentless: Demystifying llm-based software engineering agents
Recent advancements in large language models (LLMs) have significantly advanced the
automation of software development tasks, including code synthesis, program repair, and …
automation of software development tasks, including code synthesis, program repair, and …
A survey on large language models for software engineering
Software Engineering (SE) is the systematic design, development, maintenance, and
management of software applications underpinning the digital infrastructure of our modern …
management of software applications underpinning the digital infrastructure of our modern …
Large language model-based agents for software engineering: A survey
The recent advance in Large Language Models (LLMs) has shaped a new paradigm of AI
agents, ie, LLM-based agents. Compared to standalone LLMs, LLM-based agents …
agents, ie, LLM-based agents. Compared to standalone LLMs, LLM-based agents …
Testeval: Benchmarking large language models for test case generation
Testing plays a crucial role in the software development cycle, enabling the detection of
bugs, vulnerabilities, and other undesirable behaviors. To perform software testing, testers …
bugs, vulnerabilities, and other undesirable behaviors. To perform software testing, testers …
Apppoet: Large language model based android malware detection via multi-view prompt engineering
W Zhao, J Wu, Z Meng - Expert Systems with Applications, 2025 - Elsevier
Due to the vast array of Android applications, their multifarious functions and intricate
behavioral semantics, attackers can adopt various tactics to conceal their genuine attack …
behavioral semantics, attackers can adopt various tactics to conceal their genuine attack …
Unblind text inputs: predicting hint-text of text input in mobile apps via LLM
Mobile apps have become indispensable for accessing and participating in various
environments, especially for low-vision users. Users with visual impairments can use screen …
environments, especially for low-vision users. Users with visual impairments can use screen …
Large language model-brained gui agents: A survey
GUIs have long been central to human-computer interaction, providing an intuitive and
visually-driven way to access and interact with digital systems. The advent of LLMs …
visually-driven way to access and interact with digital systems. The advent of LLMs …
A Review on Edge Large Language Models: Design, Execution, and Applications
Large language models (LLMs) have revolutionized natural language processing with their
exceptional capabilities. However, deploying LLMs on resource-constrained edge devices …
exceptional capabilities. However, deploying LLMs on resource-constrained edge devices …