杨溢龙｜北京航空航天大学｜学者主页

2026

基于大语言模型的需求歧义检测方法

高俊涛，刘芳，杨溢龙

《计算机研究与发展》

2026

基于Simulink/SCADE的实时系统建模与代码生成实证研究

胡代金，王楠，程子龙，杨溢龙

《载人航天》

2026

OBE-based design pattern for software engineering education: An empirical study

Runkun Zhang, Mingyu Tang, Renyu Yang, Yilong Yang

《计算机教育》

DOI

2026

Model‐Driven Engineering for Modeling and Simulating Satellite Power Systems: A Case Study

Daijin HU, Yilong Yang, Peiye Yang, Gan Wang, Jingwei Shang, Sheng Cheng, Jie Luo, Dianfu Ma

INCOSE International Symposium

DOI

2026

IntelliFactory: Intelligent Software Factory for Embedded System Generation

Yilong Yang, Daijin HU, Hongyue Pan, Yongfeng Yin, Nan Wang, Sheng Cheng, Jie Luo, Dianfu Ma, Ruoxi Guan, Gan Wang

INCOSE International Symposium

DOI

2026

MicroWeaver: A Constraint-Guided Structure–Semantic Aware Approach to Automated Microservice Decomposition

Huitian Xue, Kairui Zhang, Chenxi Zhang, Zheng Li, Chuan Wen Luo, Yilong Yang, Tianyu Wo, Chunming Hu, Yanliang Li, Yang Zhou, Penghao Zhang, Tiezi Zhang, Renyu Yang

IEEE/ACM International Conference on Automated Software Engineering (ASE)

DOI

2026

xServeNet: An Explainable Deep Neural Network for Web Services Classification

Yilong Yang, Muhammad Ali Khan, Zhaotian Li, Weiru Wang

Electronics

DOI

2026

OCL2NL: Automatic generation of natural language descriptions from OCL contracts

Yilong Yang, Qi-Zheng Li, Tianshu Bao, Qin Li, Weiru Wang

Science of Computer Programming

DOI

2026

PF2UML: An Automated Model-Driven Transformation from Problem Frames to UML Requirement Models

Hongbin Xiao, Zhi Li, Yilong Yang, Dongming Jin

International Journal of Software Engineering and Knowledge Engineering

DOI

2026

AutoArk: A model-based approach for ArkTS application code generation

Yilong Yang, Run-Kun Zhang, Yongsheng Zhu, Maosen Ye, Mingyu Tang, Xiaoyan Wang, Weiru Wang

Science of Computer Programming

DOI

2025

PF2UML:A Tool for Problem-Oriented Requirements Modeling and Transformation

Hongbin Xiao, Zhi Li, Yilong Yang, Fei Tang, Dongming Jin

DOI

2025

iStar2uml: toward automatic generation of UML model from iStar model

Yilong Yang, Younggi Bok, Hongyue Pan, Yang Li, Nan Niu, Tong Li

Requirements Engineering

DOI

2025

AirReq: Automated Requirements Smell Detection and Elimination for Commercial Aircraft Systems

Tianyi Wang, Weiru Wang, Yilong Yang

IEEE International Requirements Engineering Conference Workshops (REW)

DOI

2025

RM2EIS: Automatic Generation of Enterprise Information Systems From Contract‐Based Requirements Model

Yilong Yang, Yihui Jian, Shaohong Zhu, Runkun Zhang, Zhi Li, Li Zhang

Journal of Software Evolution and Process

DOI

2024

基于OBE的软件工程专业科技写作课程改革探究

杨溢龙，田震，张洋，刘宇洁

《软件导刊》

2024

基于OBE理念的软件工程基础实验课程教改方案

杨溢龙，张润坤，赵正阳

《计算机教育》

2024

MissionML: A Mission Architecture Modeling Language based on Unified Architecture Framework

Yilong Yang, Wenxiao Song, Chuangye Chang, Xinghai Gao

INCOSE International Symposium

DOI

2024

ValidGen: A Tool for Automatic Generation of Validation Scripts to Support Rapid Requirements Validation

Hongyue Pan, Yilong Yang

IEEE/ACM International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)

DOI

2024

OCLVerifer: Automated verification of OCL contracts in requirements models

Peiye Yang, Li Zhang, Qin Li, Xiang Gao, Yilong Yang

Science of Computer Programming

DOI

2024

ServeNet-GPT-Fusion: A Fusion Language Model For Web Services Classification

Sizuo Liu, Yilong Yang, Muhammad Ali Khan, Zhen Tian, Ping Chen, Jingwei Shang

International Bhurban Conference on Applied Sciences and Technology (IBCAST)

DOI

2024

RM2EIS: A Tool for Auto-Generation of EIS from Requirements Model

Yihui Jian, Yilong Yang, Shaohong Zhu, Zhi Li, Li Zhang

Asia-Pacific Symposium on Internetware

DOI

2024

RM4ML: requirements model for machine learning-enabled software systems

Yilong Yang, Bingjie Zeng, Juntao Gao

Requirements Engineering

DOI

2024

V-AUTOSAR: Graphical Modeling Language for AUTOSAR Architecture and Resource Modeling

Yilong Yang, Yang Zhang, Hongliang Niu, Cangzhou Yuan, Qiangwei Li

2022 IEEE 20th International Conference on Industrial Informatics (INDIN)

DOI

2024

A Reliability Prediction Method for AUTOSAR Architecture Considering Unreliable Platforms

Cangzhou Yuan, Hongliang Niu, Yang Zhang, Yilong Yang, Qiangwei Li

2022 IEEE 20th International Conference on Industrial Informatics (INDIN)

DOI

2024

Extending Meta-Model of Problem Frames for Metaverse Human-Computer Interaction System

Yilong Yang, Yuyu Cheng, Juntao Gao, Zhi Li

IEEE International Requirements Engineering Conference Workshops (REW)

DOI

2023

基于OBE的模型驱动开发课程探索

杨溢龙，卜永祺，蹇熠辉，李阳

《计算机教育》

2023

基于OBE理念的软件工程基础课程教改方案

杨溢龙，蹇熠辉，卜永祺，李阳

《计算机教育》

2023

RM2DM: A Tool for Automatic Generation of OO Design Models from Requirements Models

Zhen Tian, Yilong Yang, Sheng Cheng

IEEE/ACM International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)

DOI

2023

InputGen: A Tool for Automatic Generation of Prototype Inputs to Support Rapid Requirements Validation

Shuanglong Chang, Juntao Gao, Yilong Yang

IEEE/ACM International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)

DOI

2023

PF-HCPS: Extending Problem Frames for Supporting Human-Cyber-Physical System Collaboration

Yilong Yang, Bingjie Zeng, ZhiChing Chen, Juntao Gao

IEEE International Requirements Engineering Conference Workshops (REW)

DOI

2023

Resource-Centric Goal Model Slicing for Detecting Feature Interactions

Zedong Peng, Mahima Dahiya, Tessneem Khalil, Nan Niu, Tanmay Bhowmik, Yilong Yang

IEEE International Conference on Information Reuse and Integration for Data Science (IRI)

DOI

2023

Deep learning's fitness for purpose: A transformation problem frame's perspective

Hemanth Gudaparthi, Nan Niu, Yilong Yang, Matthew Van Doren, Reese Johnson

CAAI Transactions on Intelligence Technology

DOI

2023

DeepOCL: A deep neural network for Object Constraint Language generation from unrestricted nature language

Yilong Yang, Yibo Liu, Tianshu Bao, Weiru Wang, Nan Niu, Yongfeng Yin

CAAI Transactions on Intelligence Technology

DOI

2023

RM2MS: A Tool for Automatic Identification of Microservices from Requirements Models

Yang Li, Yang Zhang, Yilong Yang, Weiru Wang, Yongfeng Yin

ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C)

DOI

2023

RapidMS: A Tool for Supporting Rapid Microservices Generation and Refinement from Requirements Model

Yang Zhang, Yang Li, Yilong Yang, Shuang Chen, Juntao Gao, Weiru Wang, Yongfeng Yin

ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C)

DOI

2023

A Survey on Metaverse: Technologies, Applications, Future Trends and Challenges

Yilong Yang, Yuyu Cheng, Juntao Gao

IEEE Smart World Congress (SWC)

DOI

2023

An architecture refactoring approach to reducing software hierarchy complexity

Yongxin Zhao, Wenhan Wu, Yuan Fei, Zhihao Liu, Yang Li, Yilong Yang, Ling Shi, Bo Zhang

Journal of Software Evolution and Process

DOI

2022

RM2Doc

Tianshu Bao, Jing Yang, Yilong Yang, Yongfeng Yin

ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)

DOI

2022

RM2Doc: A Tool for Automatic Generation of Requirements Documents from Requirements Models

Tianshu Bao, Jing Yang, Yilong Yang, Yongfeng Yin

IEEE/ACM International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)

DOI

2022

Transformation from MVC Applications to Smart Contracts

Qiqi Gu, Wei Ke, Yilong Yang

IEEE International Conference on Embedded and Ubiquitous Computing (EUC)

DOI

2022

A Simplified Method for Automatic Verification of Java Programs

Zhi Li, Linghong Xie, Yilong Yang

International Conference on Software Engineering and Knowledge Engineering

DOI

2021

基于词嵌入和长短期记忆网络的非功能软件需求分类

李冰，李智，杨溢龙

《广西师范大学学报(自然科学版)》

DOI

2021

NFRNet: A Deep Neural Network for Automatic Classification of Non-Functional Requirements

Bing Li, Zhi Li, Yilong Yang

IEEE International Requirements Engineering Conference (RE)

DOI

2021

ServeNet-LT: A Normalized Multi-head Deep Neural Network for Long-tailed Web Services Classification

Jing Zhang, Chen Yang, Yilong Yang, Changran Lei, Deqiang Wang

IEEE International Conference on Web Services (ICWS)

DOI

2021

An Extended Meta-Model of Problem Frames for Enriching Environmental Descriptions

Hongbin Xiao, Zhi Li, Yilong Yang, Jie Deng, Shangfeng Wei

IEEE International Requirements Engineering Conference Workshops (REW)

DOI

2021

Zoom4PF: A Tool for Refining Static and Dynamic Domain Descriptions in Problem Frames

Shangfeng Wei, Zhi Li, Yilong Yang, Hongbin Xiao

IEEE International Requirements Engineering Conference (RE)

DOI

2021

Transfer Learning for Web Services Classification

Yilong Yang, Zhaotian Li, Jing Zhang, Chen Yang

IEEE International Conference on Web Services (ICWS)

DOI

2021

Residual attention graph convolutional network for web services classification

Bing Li, Zhi Li, Yilong Yang

Neurocomputing

DOI

2021

MMA-Net: A MultiModal-Attention-Based Deep Neural Network for Web Services Classification

Jing Zhang, Changran Lei, Yilong Yang, Borui Wang, Yang Chen

Lecture notes in computer science

DOI

2021

Goal2UCM: Automatic Generation of Use Case Model from iStar Model

Yilong Yang, Y. Bok, Zhuoxi Yang, Eric Sheriff, Tong Li

International i* Workshop

2020

从信息物理融合系统问题模型到UML用例图的变换方法

李智，邓杰，杨溢龙，韦尚锋

《计算机科学》

2020

ServeNet: A Deep Neural Network for Web Services Classification

Yilong Yang, Nafees Qamar, Peng Liu, Katarina Grolinger, Weiru Wang, Zhi Li, Zhifang Liao

IEEE International Conference on Web Services (ICWS)

DOI

2020

Rapid Prototyping for Requirements Validation: A Best-Practice with RM2PT

Yilong Yang, Xiaoshan Li, Zhi Li

2019

RM2PT: A Tool for Automated Prototype Generation from Requirements Model

Yilong Yang, Xiaoshan Li, Zhi-Ming Liu, W. Ke

2019 IEEE/ACM 41st International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)

DOI

2019

Deep Learning for Web Services Classification

Yilong Yang, W. Ke, Weiru Wang, Yongxin Zhao

2019 IEEE International Conference on Web Services (ICWS)

DOI

2019

An Integrated Framework for Semantic Service Composition Using Answer Set Programming (SSC-ASP)

Yilong Yang

Advances in Web Technologies and Engineering

DOI

2019

RM2PT: Requirements Validation through Automatic Prototyping

Yilong Yang, W. Ke, Xiaoshan Li

IEEE International Requirements Engineering Conference

DOI

2018

Automated Prototype Generation From Formal Requirements Model

Yilong Yang, Xiaoshan Li, Zhiming Liu, W. Ke, Quan Zu, Xiao-Hong Chen

IEEE Transactions on Reliability

DOI

2018

Real-Time System Modeling and Verification Through Labeled Transition System Analyzer

Yilong Yang, Quan Zu, W. Ke, Miaomiao Zhang, Xiaoshan Li

IEEE Access

DOI

2018

Integrating UML With Service Refinement for Requirements Modeling and Analysis

Yilong Yang, W. Ke, Jing Yang, Xiaoshan Li

IEEE Access

DOI

2018

Formal Modeling and Security Analysis for OpenFlow-Based Networks

Yongxin Zhao, Xi Wu, J. Liu, Yilong Yang

IEEE International Conference on Engineering of Complex Computer Systems

DOI

2016

Automated Enterprise Applications Generation from Requirement Model

Yilong Yang, Xiaoshan Li

arXiv.org

2014

An Integrated Framework for Semantic Service Composition using Answer Set Programming

Yilong Yang, J. Yang, Xiaoshan Li, Weiru Wang

International Journal of Web Services Research

DOI

精选作品

期刊论文

基于大语言模型的需求歧义检测方法

基于Simulink/SCADE的实时系统建模与代码生成实证研究

OBE-based design pattern for software engineering education: An empirical study

Model‐Driven Engineering for Modeling and Simulating Satellite Power Systems: A Case Study

IntelliFactory: Intelligent Software Factory for Embedded System Generation

MicroWeaver: A Constraint-Guided Structure–Semantic Aware Approach to Automated Microservice Decomposition

xServeNet: An Explainable Deep Neural Network for Web Services Classification

OCL2NL: Automatic generation of natural language descriptions from OCL contracts

PF2UML: An Automated Model-Driven Transformation from Problem Frames to UML Requirement Models

AutoArk: A model-based approach for ArkTS application code generation

PF2UML:A Tool for Problem-Oriented Requirements Modeling and Transformation

iStar2uml: toward automatic generation of UML model from iStar model

AirReq: Automated Requirements Smell Detection and Elimination for Commercial Aircraft Systems

RM2EIS: Automatic Generation of Enterprise Information Systems From Contract‐Based Requirements Model

基于OBE的软件工程专业科技写作课程改革探究

基于OBE理念的软件工程基础实验课程教改方案

MissionML: A Mission Architecture Modeling Language based on Unified Architecture Framework

ValidGen: A Tool for Automatic Generation of Validation Scripts to Support Rapid Requirements Validation

OCLVerifer: Automated verification of OCL contracts in requirements models

ServeNet-GPT-Fusion: A Fusion Language Model For Web Services Classification

RM2EIS: A Tool for Auto-Generation of EIS from Requirements Model

RM4ML: requirements model for machine learning-enabled software systems

V-AUTOSAR: Graphical Modeling Language for AUTOSAR Architecture and Resource Modeling

A Reliability Prediction Method for AUTOSAR Architecture Considering Unreliable Platforms

Extending Meta-Model of Problem Frames for Metaverse Human-Computer Interaction System

基于OBE的模型驱动开发课程探索

基于OBE理念的软件工程基础课程教改方案

RM2DM: A Tool for Automatic Generation of OO Design Models from Requirements Models

InputGen: A Tool for Automatic Generation of Prototype Inputs to Support Rapid Requirements Validation

PF-HCPS: Extending Problem Frames for Supporting Human-Cyber-Physical System Collaboration

Resource-Centric Goal Model Slicing for Detecting Feature Interactions

Deep learning's fitness for purpose: A transformation problem frame's perspective

DeepOCL: A deep neural network for Object Constraint Language generation from unrestricted nature language

RM2MS: A Tool for Automatic Identification of Microservices from Requirements Models

RapidMS: A Tool for Supporting Rapid Microservices Generation and Refinement from Requirements Model

A Survey on Metaverse: Technologies, Applications, Future Trends and Challenges

An architecture refactoring approach to reducing software hierarchy complexity

RM2Doc

RM2Doc: A Tool for Automatic Generation of Requirements Documents from Requirements Models

Transformation from MVC Applications to Smart Contracts

A Simplified Method for Automatic Verification of Java Programs

基于词嵌入和长短期记忆网络的非功能软件需求分类

NFRNet: A Deep Neural Network for Automatic Classification of Non-Functional Requirements

ServeNet-LT: A Normalized Multi-head Deep Neural Network for Long-tailed Web Services Classification

An Extended Meta-Model of Problem Frames for Enriching Environmental Descriptions

Zoom4PF: A Tool for Refining Static and Dynamic Domain Descriptions in Problem Frames

Transfer Learning for Web Services Classification

Residual attention graph convolutional network for web services classification

MMA-Net: A MultiModal-Attention-Based Deep Neural Network for Web Services Classification

Goal2UCM: Automatic Generation of Use Case Model from iStar Model

从信息物理融合系统问题模型到UML用例图的变换方法

ServeNet: A Deep Neural Network for Web Services Classification

Rapid Prototyping for Requirements Validation: A Best-Practice with RM2PT

RM2PT: A Tool for Automated Prototype Generation from Requirements Model

Deep Learning for Web Services Classification

An Integrated Framework for Semantic Service Composition Using Answer Set Programming (SSC-ASP)

RM2PT: Requirements Validation through Automatic Prototyping

Automated Prototype Generation From Formal Requirements Model

Real-Time System Modeling and Verification Through Labeled Transition System Analyzer

Integrating UML With Service Refinement for Requirements Modeling and Analysis

Formal Modeling and Security Analysis for OpenFlow-Based Networks

Automated Enterprise Applications Generation from Requirement Model

An Integrated Framework for Semantic Service Composition using Answer Set Programming

研究方向