LLM Applications: Current Paradigms and the Next Frontier
Fuente:
arXiv
Saved in:
| Main Authors: | Hou, Xinyi, Zhao, Yanjie, Wang, Haoyu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Unveiling the Landscape of LLM Deployment in the Wild: An Empirical Study
by: Hou, Xinyi, et al.
Published: (2025)
by: Hou, Xinyi, et al.
Published: (2025)
LaQual: A Novel Framework for Automated Evaluation of LLM App Quality
by: Wang, Yan, et al.
Published: (2025)
by: Wang, Yan, et al.
Published: (2025)
Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead
by: Rao, Hongzhou, et al.
Published: (2025)
by: Rao, Hongzhou, et al.
Published: (2025)
Voices from the Frontier: A Comprehensive Analysis of the OpenAI Developer Forum
by: Hou, Xinyi, et al.
Published: (2024)
by: Hou, Xinyi, et al.
Published: (2024)
Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification
by: Wu, Zehao, et al.
Published: (2025)
by: Wu, Zehao, et al.
Published: (2025)
LLM App Store Analysis: A Vision and Roadmap
by: Zhao, Yanjie, et al.
Published: (2024)
by: Zhao, Yanjie, et al.
Published: (2024)
Large Language Models for Software Engineering: A Systematic Literature Review
by: Hou, Xinyi, et al.
Published: (2023)
by: Hou, Xinyi, et al.
Published: (2023)
Unsafe by Flow: Uncovering Bidirectional Data-Flow Risks in MCP Ecosystem
by: Hou, Xinyi, et al.
Published: (2026)
by: Hou, Xinyi, et al.
Published: (2026)
GPTZoo: A Large-scale Dataset of GPTs for the Research Community
by: Hou, Xinyi, et al.
Published: (2024)
by: Hou, Xinyi, et al.
Published: (2024)
Large Language Model Supply Chain: A Research Agenda
by: Wang, Shenao, et al.
Published: (2024)
by: Wang, Shenao, et al.
Published: (2024)
ProbGuard: Probabilistic Runtime Monitoring for LLM Agent Safety
by: Wang, Haoyu, et al.
Published: (2025)
by: Wang, Haoyu, et al.
Published: (2025)
LLM-enabled Applications Require System-Level Threat Monitoring
by: Zhang, Yedi, et al.
Published: (2026)
by: Zhang, Yedi, et al.
Published: (2026)
Contract-Coding: Towards Repo-Level Generation via Structured Symbolic Paradigm
by: Lin, Yi, et al.
Published: (2026)
by: Lin, Yi, et al.
Published: (2026)
New Interaction Paradigm for Complex EDA Software Leveraging GPT
by: Wang, Xinyu, et al.
Published: (2023)
by: Wang, Xinyu, et al.
Published: (2023)
Toward Understanding Bugs in Vector Database Management Systems
by: Xie, Yinglin, et al.
Published: (2025)
by: Xie, Yinglin, et al.
Published: (2025)
An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains
by: Yan, Zihe, et al.
Published: (2025)
by: Yan, Zihe, et al.
Published: (2025)
GPT Store Mining and Analysis
by: Su, Dongxun, et al.
Published: (2024)
by: Su, Dongxun, et al.
Published: (2024)
CommitSuite: A Comprehensive Benchmark for Commit Classification and Message Generation
by: Wan, Zirui, et al.
Published: (2026)
by: Wan, Zirui, et al.
Published: (2026)
Bridging Design and Development with Automated Declarative UI Code Generation
by: Zhou, Ting, et al.
Published: (2024)
by: Zhou, Ting, et al.
Published: (2024)
Paradigm shift on Coding Productivity Using GenAI
by: Yu, Liang
Published: (2025)
by: Yu, Liang
Published: (2025)
Adding New Capability in Existing Scientific Application with LLM Assistance
by: Dubey, Anshu, et al.
Published: (2025)
by: Dubey, Anshu, et al.
Published: (2025)
LLM-Based Robustness Testing of Microservice Applications: An Empirical Study
by: Tigulla, Hrushitha Goud, et al.
Published: (2026)
by: Tigulla, Hrushitha Goud, et al.
Published: (2026)
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations
by: Saleem, Summra, et al.
Published: (2024)
by: Saleem, Summra, et al.
Published: (2024)
Towards Reliable Vector Database Management Systems: A Software Testing Roadmap for 2030
by: Wang, Shenao, et al.
Published: (2025)
by: Wang, Shenao, et al.
Published: (2025)
Generative AI and Empirical Software Engineering: A Paradigm Shift
by: Treude, Christoph, et al.
Published: (2025)
by: Treude, Christoph, et al.
Published: (2025)
Adaptive Testing for LLM-Based Applications: A Diversity-based Approach
by: Yoon, Juyeon, et al.
Published: (2025)
by: Yoon, Juyeon, et al.
Published: (2025)
Insights from Benchmarking Frontier Language Models on Web App Code Generation
by: Cui, Yi
Published: (2024)
by: Cui, Yi
Published: (2024)
Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol
by: Ma, Wei, et al.
Published: (2025)
by: Ma, Wei, et al.
Published: (2025)
LLM Agents for Interactive Exploration of Historical Cadastre Data: Framework and Application to Venice
by: Karch, Tristan, et al.
Published: (2025)
by: Karch, Tristan, et al.
Published: (2025)
StarCoder 2 and The Stack v2: The Next Generation
by: Lozhkov, Anton, et al.
Published: (2024)
by: Lozhkov, Anton, et al.
Published: (2024)
RefusalBench: Why Refusal Rate Misranks Frontier LLMs on Biological Research Prompts
by: Weidener, Lukas, et al.
Published: (2026)
by: Weidener, Lukas, et al.
Published: (2026)
LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning
by: Hou, Bo, et al.
Published: (2025)
by: Hou, Bo, et al.
Published: (2025)
Do Current Language Models Support Code Intelligence for R Programming Language?
by: Zhao, ZiXiao, et al.
Published: (2024)
by: Zhao, ZiXiao, et al.
Published: (2024)
From Craft to Constitution: A Governance-First Paradigm for Principled Agent Engineering
by: Xu, Qiang, et al.
Published: (2025)
by: Xu, Qiang, et al.
Published: (2025)
EvoCodeBench: A Human-Performance Benchmark for Self-Evolving LLM-Driven Coding Systems
by: Zhang, Wentao, et al.
Published: (2026)
by: Zhang, Wentao, et al.
Published: (2026)
AI2Apps: A Visual IDE for Building LLM-based AI Agent Applications
by: Pang, Xin, et al.
Published: (2024)
by: Pang, Xin, et al.
Published: (2024)
Automated Self-Testing as a Quality Gate: Evidence-Driven Release Management for LLM Applications
by: Maiorano, Alexandre Cristovão
Published: (2026)
by: Maiorano, Alexandre Cristovão
Published: (2026)
NeuroStrata: Harnessing Neurosymbolic Paradigms for Improved Design, Testability, and Verifiability of Autonomous CPS
by: Zheng, Xi, et al.
Published: (2025)
by: Zheng, Xi, et al.
Published: (2025)
SWE-Next: Scalable Real-World Software Engineering Tasks for Agents
by: Liang, Jiarong, et al.
Published: (2026)
by: Liang, Jiarong, et al.
Published: (2026)
LLM-Explorer: Towards Efficient and Affordable LLM-based Exploration for Mobile Apps
by: Zhao, Shanhui, et al.
Published: (2025)
by: Zhao, Shanhui, et al.
Published: (2025)
Similar Items
-
Unveiling the Landscape of LLM Deployment in the Wild: An Empirical Study
by: Hou, Xinyi, et al.
Published: (2025) -
LaQual: A Novel Framework for Automated Evaluation of LLM App Quality
by: Wang, Yan, et al.
Published: (2025) -
Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead
by: Rao, Hongzhou, et al.
Published: (2025) -
Voices from the Frontier: A Comprehensive Analysis of the OpenAI Developer Forum
by: Hou, Xinyi, et al.
Published: (2024) -
Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification
by: Wu, Zehao, et al.
Published: (2025)