activity
20242026
most citedMARE: Multi-Agents Collaboration Framework for Requirements Engineering

7 citations · 8 across the 7 of their papers we have counts for

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7 papers · 1 filter

cs.SE2026

Exploring and Complementing End Users' Requirements in IoT enabled System

Haotian Li, Xiaohong Chen, Zhi Jin +4

End users create IoT automation rules via trigger action programming, but their expressions are often fragmented, capturing device operations rather than high level intents. This g…

cs.SE2026

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology

Dongming Jin, Zhi Jin, Yaotian Yang +5

Requirements elicitation interviews are crucial and time-consuming in requirements engineering, but heavily rely on the experience of requirements analysts. Although recent advance…

cs.SE2026

ClarifySTL: An Interactive LLM Agent Framework for STL Transformation through Requirements Clarification

Yue Fang, Zhi Jin, Jie An +3

Signal Temporal Logic (STL) is a formal language for specifying real-time behaviors of cyber-physical systems (CPS). Automatically transforming natural language requirements into S…

cs.SE2025

Automated Concern Extraction from Textual Requirements of Cyber-Physical Systems: A Multi-solution Study

Dongming Jin, Zhi Jin, Xiaohong Chen +5

Cyber-physical systems (CPSs) are characterized by a deep integration of the information space and the physical world, which makes the extraction of requirements concerns more chal…

cs.SE2025

A Conceptual Framework for Requirements Engineering of Pretrained-Model-Enabled Systems

Dongming Jin, Zhi Jin, Linyu Li +1

Recent advances in large pretrained models have led to their widespread integration as core components in modern software systems. The trend is expected to continue in the foreseea…

cs.SE2024★ 1 cited

An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs

Dongming Jin, Shengxin Zhao, Zhi Jin +4

Cyber-physical systems (CPSs) integrate cyber and physical components and enable them to interact with each other to meet user needs. The needs for CPSs span rich application domai…

cs.SE2024★ 7 cited

MARE: Multi-Agents Collaboration Framework for Requirements Engineering

Dongming Jin, Zhi Jin, Xiaohong Chen +1

Requirements Engineering (RE) is a critical phase in the software development process that generates requirements specifications from stakeholders' needs. Recently, deep learning t…