About

I am Weihua Kuang, major in Software Engineering, College of Software, Nankai University.

News

NOW: Looking for further research opportunities at the Master/PhD’s level.

⭐️2025/03/29: My paper A multimodel Intelligent Change Assessment Framework for Microservice Systems Based on Large Language Models accepted by FSE2025 Industry (CCF-A), as Second student author, guided by Yongqian Sun and Shenglin Zhang from AIOps lab, College of Software, Nankai University.

LLM, especially Multi-Agents System
- Project: Multi-Agents System for Software Enginnering(MAS4SE), simulating the real pre-develop scene of generating a project plan briefly with multi-roles interactively commicate and collaborate. Using LangGraph, LangChain and build an interative WebUI like Coze.
- Now, working on refactor the multi-agents system by CrewAI, and perf the functions mainly on directly website opeartions by Browse use and unified tool calling by MCP(model context protocal).
AIOps (Artifical Intelligence for Operations)
- Work in Software Change project in AIOps Lab for more than one year (2024.03 – now)
- Come out one CCF-A paper, maily focused on Software Change area. Propose a new unified workflow, called SCELM (named by me), to combined three traditional downstream works by LLM teachs, more sepcificly, RAG (Retriever-Augumented Generation), in which part i took the whole responsibilty for RAG function design, develop and experiment. Feel free to communicate with me if you are interested.
- Now, leading perf on SCELM by currently most popular RHLF method GRPO, KTO. Targeted journal TOSEM.