宋晓｜北京航空航天大学｜学者主页

2026

面向供应链的跨链身份认证和智能合约交易方法

徐星宇，宋晓，颜家宁，黄悦心，崔勇，冯夏维

《计算机集成制造系统》

2026

基于LightRAG自动建模的MQTT协议形式化安全分析方法

陈易铭，宋晓，王泽楷，潘鋆

《计算机科学与探索》

2026

A Large Language Model Enhanced Knowledge Graph Completion Method for Nuclear Electricity Fuel Elements

Jie He, Xiao Song, Byeongyun Chang

Communications in computer and information science

DOI

2026

AlignFedRec: Dual structural alignment for item representation learning in federated recommendation

Yuchun Tu, Bingli Sun, Zhiwei Li, Ruiping Wang, Xiao Song

Expert Systems with Applications

DOI

2026

DMSR-Net: Decomposable Multi-Scale Reconstruction for Multivariate Time Series Anomaly Detection

Xi Long, Yueyang Li, Dong Zhao, Xiaohua Chen, Lijie Zhang, Shiyu Gao, Xiao Song

DOI

2026

Using large language models to integrate structural and textual information for federated knowledge graph completion

Songsong Liu, Xiao Song, Jie He

Advances in Complex Systems

DOI

2026

Integrating adaptive differential privacy in graph convolution network for graph classification tasks

Xiao Song, Yong Li, Ming Liu

Advances in Complex Systems

DOI

2026

STSFuzz: A Network Protocol Fuzzing Based on State Transition Score

Jun Pan, Yishi Liu, Enrico Zio, Xiao Song, Xiwang Dong

IEEE Internet of Things Journal

DOI

2025

区块链追溯系统的问题与优化

高杰，冯夏维，宋晓

《仪器仪表标准化与计量》

2025

基于知识蒸馏的医疗诊断差分隐私方法研究

李骁，宋晓，李勇

《信息网络安全》

2025

Knowledge Graph-Enhanced Large Language Model Approach for Device Fault Diagnosis Question Answering

Yuchun Tu, Bingli Sun, Zheng Wei, Xiao Song

Communications in computer and information science

DOI

2025

Personalized Federated Learning via Dual Alignment of Semantic Knowledge and Feature Prototypes

Bingli Sun, Yuchun Tu, Hongyan Quan, Xiao Song

Communications in computer and information science

DOI

2025

Research on Blockchain-Oriented Attribute-Based Searchable Encryption Scheme

Kehan Zhang, Xiao Song, Xingyu Xu, Jianing Yan

Communications in computer and information science

DOI

2025

FedCDC: Efficient Similarity Identification in Clustered Federated Learning via Community Detection on Non-IID Data

Bingli Sun, Xiao Song, Yuchun Tu

IEEE Internet of Things Journal

DOI

2025

Leveraging community detection for clustered federated learning on Non-IID data: From an information-theoretic perspective

Bingli Sun, Yuchun Tu, Xiao Song

Future Generation Computer Systems

DOI

2025

AdapFedRec: A framework for enhanced federated recommendations with adaptive client aggregation and sampling

Jie He, Xiao Song, Ming T. Liu, Yong Li

Knowledge-Based Systems

DOI

2025

Modeling and Simulation of Directed Graph-Based DEVS System

Shuai Ao, Wei Ping Hu, Shengjie Wang, Bo Li, Chenglong Yin, Xiaowei Liu, Junfan Zhang, Xiao Song

International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)

DOI

2025

ALPPA: An accuracy-lossless and privacy-preserving aggregation strategy for federated knowledge graph completion model

Songsong Liu, Xiao Song, Yong Li, Kaiqi Gong, Yuchun Tu

Neurocomputing

DOI

2025

Dynamic Scheduling With Task Migration in Cloud Manufacturing Using Hybrid Federated Deep Reinforcement Learning and Graph Neural Network Model

Wenxin Li, Lingyan Li, Sicheng Liu, Xiao Song, Zhang Li

IEEE Transactions on Automation Science and Engineering

DOI

2024

NP-FedKGC: a neighbor prediction-enhanced federated knowledge graph completion model

Songsong Liu, Wenxin Li, Xiao Song, Kaiqi Gong

Applied Intelligence

DOI

2024

An improved parallel scheduling algorithm for periodic directed acyclic graphs

Junfan Zhang, Xiao Song, Lin Qin, Ying Cui

Simulation Modelling Practice and Theory

DOI

2024

FedLGN: Federated Lightweight Graph Neural Network for Recommendation

Yuchun Tu, Xiao Song, Songsong Liu, Yong Li, Kaiqi Gong

Communications in computer and information science

DOI

2024

Research and Implementation of Digital Twin Modeling and Simulation Platform

Lingyun Yang, Junfan Zhang, Xiao Song, Qianchuan Zhao, Zhe Han, Yuchun Tu, Y. L. Xie, Yuanyuan Hu

Communications in computer and information science

DOI

2024

Research on Remote Operation and Maintenance of Heat Treatment Factory Integrated with 5G and Digital Twin

Ying Cui, Lin Qin, Xiao Song, Junfan Zhang

Communications in computer and information science

DOI

2023

GAPBAS: Genetic algorithm-based privacy budget allocation strategy in differential privacy K-means clustering algorithm

Yong Li, Xiao Song, Yuchun Tu, Ming Liu

Computers & Security

DOI

2023

HN-GCCF: High-order neighbor-enhanced graph convolutional collaborative filtering

Kaiqi Gong, Xiao Song, Wenxin Li, Senzhang Wang

Knowledge-Based Systems

DOI

2023

Correlated differential privacy based logistic regression for supplier data protection

Ming Liu, Xiao Song, Yong Li, Wenxin Li

Computers & Security

DOI

2023

MMoE-GAT: A Multi-Gate Mixture-of-Experts Boosted Graph Attention Network for Aircraft Engine Remaining Useful Life Prediction

Lu Liu, Xiao Song, Bingli Sun, Guanghong Gong, Wenxin Li

Communications in computer and information science

DOI

2023

Research on Security Assets Attention Networks for Temporal Knowledge Graph Enhanced Risk Assessment

Ying Cui, Xiao Song, Yancong Li, Wenxin Li, Zuosong Chen

Communications in computer and information science

DOI

2023

Research on Matrix Factorization Recommendation Algorithm Based on Local Differential Privacy

Yong Li, Xiao Song, Ruilin Zeng, Songsong Liu

Communications in computer and information science

DOI

2022

ITSM-GCN

Kaiqi Gong, Xiao Song, Senzhang Wang, Songsong Liu, Yong Li

Proceedings of the ... ACM International Conference on Information & Knowledge Management

DOI

2022

NER-based military simulation scenario development process

Junhua Zhou, Xiaoqing Li, Shaoping Wang, Xiao Song

The Journal of Defense Modeling and Simulation Applications Methodology Technology

DOI

2022

Methods and Applications for Modeling and Simulation of Complex Systems

Wenhui Fan, Lin Zhang, Ni Li, Xiao Song

Communications in computer and information science

DOI

2022

Research on Graphical Modeling and Simulation Method of Control System Based on Python

Yongxuan Xie, Xiao Song, Yuchun Tu, Yong Cui, Junhua Zhou, Yanjun Zhai

Communications in computer and information science

DOI

2021

区块链技术在海洋领域的应用与展望

韩璐遥，梁建峰，宋晓，郑兵

《海岸工程》

2021

基于驻极体材料的机械天线式低频通信系统仿真研究

崔勇，王琛，宋晓

《自动化学报》

DOI

2021

AACF—Accessible Application-Centric Framework for the Internet of Things Backhauled Smart City Applications

Yong Jun Cui, Xiao Song, Jianwei Liu, Kai Chen, Guoqiang Shi, Junhua Zhou, Tamizharasi Seetharaman

IEEE Transactions on Network Science and Engineering

DOI

2021

A real-time information integration framework for multidisciplinary coupling of complex aircrafts: an application of IIIE

Ni Li, Luming Zhao, Chenying Bao, Guanghong Gong, Xiao Song, Chao Tian

Journal of Industrial Information Integration

DOI

2020

Load-balancing scheduling of simulation tasks based on a static-dynamic hybrid algorithm

Xiashuang Wang, Ni Li, Guanghong Gong, Xiao Song, Yanqi Guo

Journal of Simulation

DOI

2020

An Adaptive Persistence and Work-stealing Combined Algorithm for Load Balancing on Parallel Discrete Event Simulation

Tang Wenjie, Yao Yiping, Tianlin Li, Xiao Song, Feng Zhu

ACM Transactions on Modeling and Computer Simulation

DOI

2019

An alternative approach for collaborative simulation execution on a CPU+GPU hybrid system

Wenjie Tang, Wentong Cai, Yiping Yao, Xiao Song, Feng Zhu

SIMULATION

DOI

2019

A Framework for Joint Simulation of Distributed FMUs

Hang Ji, Junhua Zhou, Luan Tao, Xiao Song, Guoqiang Shi, Chao Ruan, Ting-Yu Lin, Xiang Zhai

Communications in computer and information science

DOI

2018

HLA-Based Federation Development Framework Supporting Model Reuse

Hang Ji, Xiang Zhai, Xiao Song, Xiaoliang Liu, Yazhou Liang, Zhengxuan Jia

Communications in computer and information science

DOI

2018

Smart Simulation Cloud (Simulation Cloud 2.0)—The Newly Development of Simulation Cloud

Bohu Li, Guoqiang Shi, Tingyu Lin, Yingxi Zhang, Xudong Chai, Lin Zhang, Duzheng Qing, Liqin Guo, Chi Xing, Yingying Xiao, Zhengxuan Jia, Xiao Song, Rong Dai

Communications in computer and information science

DOI

2017

A work-stealing based dynamic load balancing algorithm for conservative parallel discrete event simulation

Tang Wenjie, Yao Yiping, Feng Zhu, Tianlin Li, Xiao Song

Winter Simulation Conference

DOI

2017

A SIMULATION LANGUAGE COMPILER BASED MODELING AND SIMULATION FRAMEWORK

Xiao Song, Hang Ji, Wenjie Tang, Xing Zhang, Zhen Xiao

International journal of industrial engineering

2017

Temporal request scheduling for energy-efficient cloud data centers

Jing Bi, Haitao Yuan, Junfei Qiao, MengChu Zhou, Xiao Song

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2017

Hierarchical fuzzy ART for Q-learning and its application in air combat simulation

Yanan Zhou, Yaofei Ma, Xiao Song, Guanghong Gong

Advances in Complex Systems

DOI

2017

Supporting real-world network-oriented mesoscopic traffic simulation on GPU

Xiao Song, Ziping Xie, Yan Xu, Gary Tan, Wenjie Tang, Jing Bi, Xiaosong Li

Simulation Modelling Practice and Theory

DOI

2017

CoSMSOL: Complex system modeling, simulation and optimization language

Bo Hu Li, Xiao Song, Zhang Li, Jing Liu, Peng Chi, Ting-Yu Lin, Xing Zhang, Yuanjun Laili, Fei Tao, Tan Li

Advances in Complex Systems

DOI

2017

VCG Auction Based Idle Instance Bidding to Increase IaaS Provider’s Profit in Hybrid Clouds

Hongnan Xie, Xiao Song, Jing Bi, Haitao Yuan

Communications in computer and information science

DOI

2016

Heuristic virtual machine allocation for multi-tier Ambient Assisted Living applications in a cloud data center

Jing Bi, Haitao Yuan, Ming Tie, Xiao Song

China Communications

DOI

2016

Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems

Yunjie Wu, Xiao Song, Lin Zhang

Communications in computer and information science

DOI

2016

Modeling and Simulation of China C Series Large Aircraft with Microburst

Jiangyun Wang, Xiao Song, Yongsheng Wang

Mathematical Problems in Engineering

DOI

2016

Behavior Modeling of Air to Ship Fighter Based on Context-Based Reasoning

Yingtong Lu, Liang Han, Xiao Song, Jiangyun Wang

Communications in computer and information science

DOI

2016

Internet Communication Engine (ICE) Based Simulation Framework (ISF)

Hang Ji, Xiao Song, Xuejun Zhang, Jing Bi, Haitao Yuan

Communications in computer and information science

DOI

2016

Revenue-Aware Request Admission Control in Distributed Simulation Data Centers

Haitao Yuan, Jing Bi, Xiao Song, Bo Hu Li, Ting-Yu Lin, Jian Zhang, Changshun Yan

Communications in computer and information science

DOI

2016

Research on the Maximum Allowable Advancing Step of a Distributed Flight Control Simulation

Yuhong Li, Chan Guo, Xiao Song, Ni Li, Guanghong Gong, Yaofei Ma

Communications in computer and information science

DOI

2015

An efficient approach to collaborative simulation of variable structure systems on multi-core machines

Chen Yang, Peng Chi, Xiao Song, Ting Yu Lin, Bo Hu Li, Xudong Chai

Cluster Computing

DOI

2015

A Survey and Preliminary Research on Service Federation Based Modeling and Simulation

Xiao Song, Feng Li, Zhang Li

IEEE Annual Computer Software and Applications Conference (COMPSAC)

DOI

2015

Real-time load balancing scheduling algorithm for periodic simulation models

Yulin Wu, Xiao Song, Guanghong Gong

Simulation Modelling Practice and Theory

DOI

2015

A Load Balancing Scheme Using Federate Migration Based on Virtual Machines for Cloud Simulations

Xiao Song, Yaofei Ma, Da Teng

Mathematical Problems in Engineering

DOI

2015

Military Simulation Big Data: Background, State of the Art, and Challenges

Xiao Song, Yulin Wu, Yaofei Ma, Yong Jun Cui, Guanghong Gong

Mathematical Problems in Engineering

DOI

2015

A Simulation Perspective: Error Analysis in the Distributed Simulation of Continuous System

Yaofei Ma, Xiao Song

Mathematical Problems in Engineering

DOI

2015

Quantized State Based Simulation of Time Invariant and Time Varying Continuous Systems

Xiao Song, Yaofei Ma, Wei Zhang, Jiangyun Wang

Mathematical Problems in Engineering

DOI

2014

A two-stage load balancing method for HLA simulation system on cloud simulation platform

Peng Ding, Xiao Song, Wenzhong Shi, Feng Zhou, Shaoyun Zhang

DOI

2014

Parallel Web server load balancing technology of cloud computing environments

Kang Yang, Xiao Song, Xiang Li

DOI

2013

指控实体行为仿真建模方法

赵芳，钱立冬，宋晓

《系统工程与电子技术》

2013

A COMPONENT-BASED MODELING AND SIMULATION SUPPORTING ENVIRONMENT

Da Teng, Xiao Song

Advances in Complex Systems

DOI

2012

基于扩充Modelica的复杂系统多层次并行仿真

贺东京，宋晓，张霖，李潭

《北京航空航天大学学报》

2012

A virtual machine deployment approach using knowledge curves in Cloud Simulation

Zhiyun Ren, Xiao Song, Lei Ren, Zhang Li, Shaoyun Zhang

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

DOI

2012

Virtual Machine Task Allocation for HLA Simulation System on Cloud Simulation Platform

Shaoyun Zhang, Zhengfu Tang, Xiao Song, Zhiyun Ren, Huijing Meng

Communications in computer and information science

DOI

2012

HLA Collaborative Simulation Oriented Virtual Machine Task Scheduling Strategy

Zhiyun Ren, Xiao Song, Zhang Li, Shaoyun Zhang

Communications in computer and information science

DOI

2012

Role-Based Vehicle-Level CGF Entity Model Code Framework

Xiao Song, Xuecheng Shi, Guanghong Gong, Lidong Qian, Shaoyun Zhang

Communications in computer and information science

DOI

2011

A Multi-Disciplinary Simulation Framework Based on Semantic-SOA

Xiao Song, Zhang Li, Yuan Jun Lai Li, Li Qian

Applied Mechanics and Materials

DOI

2010

基于云模型的目标威胁等级评估

麻士东，韩亮，龚光红，宋晓

《北京航空航天大学学报》

2010

Application of associate rules mining on CGF's behavior modeling

Jianglei Gong, Gong Guanghong, Xiao Song

International Conference on Computer Application and System Modeling

DOI

2010

Research on Framework and Tool of MDA Oriented Simulation System

Yong Sun, Gong Guanghong, Liang Han, Xiao Song, Ni Li

International Forum on Information Technology and Applications

DOI

2009

RTX平台下实时仿真系统的设计方法

黄键，宋晓，薛顺虎

《计算机应用与软件》

2007

基于本体的仿真系统全生命周期管理

宋晓，龚光红，李伯虎

《北京航空航天大学学报》

精选作品

期刊论文

面向供应链的跨链身份认证和智能合约交易方法

基于LightRAG自动建模的MQTT协议形式化安全分析方法

A Large Language Model Enhanced Knowledge Graph Completion Method for Nuclear Electricity Fuel Elements

AlignFedRec: Dual structural alignment for item representation learning in federated recommendation

DMSR-Net: Decomposable Multi-Scale Reconstruction for Multivariate Time Series Anomaly Detection

Using large language models to integrate structural and textual information for federated knowledge graph completion

Integrating adaptive differential privacy in graph convolution network for graph classification tasks

STSFuzz: A Network Protocol Fuzzing Based on State Transition Score

区块链追溯系统的问题与优化

基于知识蒸馏的医疗诊断差分隐私方法研究

Knowledge Graph-Enhanced Large Language Model Approach for Device Fault Diagnosis Question Answering

Personalized Federated Learning via Dual Alignment of Semantic Knowledge and Feature Prototypes

Research on Blockchain-Oriented Attribute-Based Searchable Encryption Scheme

FedCDC: Efficient Similarity Identification in Clustered Federated Learning via Community Detection on Non-IID Data

Leveraging community detection for clustered federated learning on Non-IID data: From an information-theoretic perspective

AdapFedRec: A framework for enhanced federated recommendations with adaptive client aggregation and sampling

Modeling and Simulation of Directed Graph-Based DEVS System

ALPPA: An accuracy-lossless and privacy-preserving aggregation strategy for federated knowledge graph completion model

Dynamic Scheduling With Task Migration in Cloud Manufacturing Using Hybrid Federated Deep Reinforcement Learning and Graph Neural Network Model

NP-FedKGC: a neighbor prediction-enhanced federated knowledge graph completion model

An improved parallel scheduling algorithm for periodic directed acyclic graphs

FedLGN: Federated Lightweight Graph Neural Network for Recommendation

Research and Implementation of Digital Twin Modeling and Simulation Platform

Research on Remote Operation and Maintenance of Heat Treatment Factory Integrated with 5G and Digital Twin

GAPBAS: Genetic algorithm-based privacy budget allocation strategy in differential privacy K-means clustering algorithm

HN-GCCF: High-order neighbor-enhanced graph convolutional collaborative filtering

Correlated differential privacy based logistic regression for supplier data protection

MMoE-GAT: A Multi-Gate Mixture-of-Experts Boosted Graph Attention Network for Aircraft Engine Remaining Useful Life Prediction

Research on Security Assets Attention Networks for Temporal Knowledge Graph Enhanced Risk Assessment

Research on Matrix Factorization Recommendation Algorithm Based on Local Differential Privacy

ITSM-GCN

NER-based military simulation scenario development process

Methods and Applications for Modeling and Simulation of Complex Systems

Research on Graphical Modeling and Simulation Method of Control System Based on Python

区块链技术在海洋领域的应用与展望

基于驻极体材料的机械天线式低频通信系统仿真研究

AACF—Accessible Application-Centric Framework for the Internet of Things Backhauled Smart City Applications

A real-time information integration framework for multidisciplinary coupling of complex aircrafts: an application of IIIE

Load-balancing scheduling of simulation tasks based on a static-dynamic hybrid algorithm

An Adaptive Persistence and Work-stealing Combined Algorithm for Load Balancing on Parallel Discrete Event Simulation

An alternative approach for collaborative simulation execution on a CPU+GPU hybrid system

A Framework for Joint Simulation of Distributed FMUs

HLA-Based Federation Development Framework Supporting Model Reuse

Smart Simulation Cloud (Simulation Cloud 2.0)—The Newly Development of Simulation Cloud

A work-stealing based dynamic load balancing algorithm for conservative parallel discrete event simulation

A SIMULATION LANGUAGE COMPILER BASED MODELING AND SIMULATION FRAMEWORK

Temporal request scheduling for energy-efficient cloud data centers

Hierarchical fuzzy ART for Q-learning and its application in air combat simulation

Supporting real-world network-oriented mesoscopic traffic simulation on GPU

CoSMSOL: Complex system modeling, simulation and optimization language

VCG Auction Based Idle Instance Bidding to Increase IaaS Provider’s Profit in Hybrid Clouds

Heuristic virtual machine allocation for multi-tier Ambient Assisted Living applications in a cloud data center

Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems

Modeling and Simulation of China C Series Large Aircraft with Microburst

Behavior Modeling of Air to Ship Fighter Based on Context-Based Reasoning

Internet Communication Engine (ICE) Based Simulation Framework (ISF)

Revenue-Aware Request Admission Control in Distributed Simulation Data Centers

Research on the Maximum Allowable Advancing Step of a Distributed Flight Control Simulation

An efficient approach to collaborative simulation of variable structure systems on multi-core machines

A Survey and Preliminary Research on Service Federation Based Modeling and Simulation

Real-time load balancing scheduling algorithm for periodic simulation models

A Load Balancing Scheme Using Federate Migration Based on Virtual Machines for Cloud Simulations

Military Simulation Big Data: Background, State of the Art, and Challenges

A Simulation Perspective: Error Analysis in the Distributed Simulation of Continuous System

Quantized State Based Simulation of Time Invariant and Time Varying Continuous Systems

A two-stage load balancing method for HLA simulation system on cloud simulation platform

Parallel Web server load balancing technology of cloud computing environments

指控实体行为仿真建模方法

A COMPONENT-BASED MODELING AND SIMULATION SUPPORTING ENVIRONMENT

基于扩充Modelica的复杂系统多层次并行仿真

A virtual machine deployment approach using knowledge curves in Cloud Simulation

Virtual Machine Task Allocation for HLA Simulation System on Cloud Simulation Platform

HLA Collaborative Simulation Oriented Virtual Machine Task Scheduling Strategy

Role-Based Vehicle-Level CGF Entity Model Code Framework

A Multi-Disciplinary Simulation Framework Based on Semantic-SOA

基于云模型的目标威胁等级评估

Application of associate rules mining on CGF's behavior modeling

Research on Framework and Tool of MDA Oriented Simulation System