9 citations · 24 across the 22 of their papers we have counts for
7 papers · 1 filter
LaQual: An Automated Framework for LLM App Quality Evaluation
Yan Wang, Xinyi Hou, Junjun Si +3
Representing a new paradigm in software distribution, LLM app stores are rapidly emerging, offering users diverse choices for content generation, coding assistance, education, and…
Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead
Hongzhou Rao, Yanjie Zhao, Xinyi Hou +2
The rapid advancement of large language models (LLMs) has redefined artificial intelligence (AI), pushing the boundaries of AI research and enabling unbounded possibilities for bot…
Toward Understanding Bugs in Vector Database Management Systems
Yinglin Xie, Xinyi Hou, Yanjie Zhao +3
Vector database management systems (VDBMSs) play a crucial role in facilitating semantic similarity searches over high-dimensional embeddings from diverse data sources. While VDBMS…
Unveiling the Landscape of LLM Deployment in the Wild: An Empirical Study
Xinyi Hou, Jiahao Han, Yanjie Zhao +1
Large language models (LLMs) are increasingly deployed through open-source and commercial frameworks, enabling individuals and organizations to self-host advanced LLM capabilities.…
Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Xinyi Hou, Yanjie Zhao, Shenao Wang +1
The Model Context Protocol (MCP) is an emerging open standard that defines a unified, bi-directional communication and dynamic discovery protocol between AI models and external too…
LLM Applications: Current Paradigms and the Next Frontier
Xinyi Hou, Yanjie Zhao, Haoyu Wang
The development of large language models (LLMs) has given rise to four major application paradigms: LLM app stores, LLM agents, self-hosted LLM services, and LLM-powered devices. E…
Towards Reliable Vector Database Management Systems: A Software Testing Roadmap for 2030
Shenao Wang, Yanjie Zhao, Yinglin Xie +4
The rapid growth of Large Language Models (LLMs) and AI-driven applications has propelled Vector Database Management Systems (VDBMSs) into the spotlight as a critical infrastructur…