Jingyue Li
About
I am a Professor in the Department of Computer Science at NTNU, earning my Ph.D. in Software Engineering from NTNU in 2006. Alongside my academic pursuits, I have extensive industrial experience in engineering and research gained from esteemed global corporations.
My research interests include software engineering, software security, software engineering and AI, and blockchain technologies. I have a solid empirical software engineering background and experience applying design science methodologies to craft innovative tools and methods.
I currently serve as the Steering Committee Chair for EASE (International Conference on Evaluation and Assessment in Software Engineering), and as a Technical Committee Member for ICSE 2026 (IEEE/ACM International Conference on Software Engineering), FSE 2024 (ACM International Conference on the Foundations of Software Engineering), and ICBC 2022-2025 (IEEE International Conference on Blockchain and Cryptocurrency). I also served as the General Chair for FSE 2025. I am an IEEE Senior Member and a Member of NTVA.
Education
Ph.D. in Software Engineering (NTNU) (2006)
Industry experience
- IBM: Software specialist (2001-2002)
- DNV Research and Innovation: Principal Researcher (2010-2016)
Research visits
- University College London, UK (2005)
- University of Washington, US (2009)
- Hiroshima University, Japan (2022)
- Peking University, China (2022-2023)
Google Scholar Profile
Research
Research interests
- Empirical software engineering
- Software security
- Software engineering and AI
- Blockchain technologies
Recent research projects
- AntiGAIAbuse (Peder Sather Grant Project by UC Berkeley) (2025-2027)(PI)
- TRACE4EU (EU Digital)(2023-2025)(Key Scientist)
- Platform as Service Technologies for High-performance Blockchain-based Supply Chain Management Systems (PaaSforChain)(Research Council of Norway) (2020-2023) (PI)
- A Smart Mobile App to Facilitate Rehabilitation of Stroke Patients (SmartRehab)(Research Council of Norway)(2020-2021)(PI)
- CyberSmart - Cybersecurity, Safety, and Resilience of Smart cities (NTNU)(2017-2020) (PI)
- SecureCyber: Management of Safety and Security Risks for Cyber-Physical Systems (NTNU)(2017-2020) (PI)
- IPIT: International Partnerships for Excellent Education and Research in Information Technology (2018-2020)(Research Council of Norway)(Co-PI)
- CIRCit - Circular Economy Integration in the Nordic Industry for Enhanced Sustainability and Competitiveness (Nordforsk)(2017-2020) (Work Package leader)
- SAREPTA - Safety, Autonomy, Remote Control and Operations of Industrial Transport Systems (2017-2020) (Research Council of Norway) (Key Scientist)
- SafeCop – Safe Cooperating Cyber-Physical Systems using Wireless Communication (2016-2019) (EU Horizon 2020) (Key Scientist)
- Model-Based Testing of Spacecraft Control Software (2011-2013) (European Space Agency) (Key Scientist)
Publications
2025
-
Notland, Jakob Svennevik;
Li, Jingyue;
Nowostawski, Mariusz;
Jaccheri, Maria Letizia;
Haro, Peter.
(2025)
Governance and Evolution in Blockchains and Cross-Chain Decentralised Autonomous Organisations.
NTNU Norges teknisk-naturvitenskapelige universitet
NTNU Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
-
Zhang, Jin;
Li, Jingyue;
Yang, Zhirong.
(2025)
Dynamic robustness evaluation for automated model selection in operation.
Information and Software Technology
Academic article
-
Notland, Jakob Svennevik;
Nowostawski, Mariusz;
Li, Jingyue.
(2025)
An Empirical Study on Governance in Bitcoin's Consensus Evolution.
ACM Transactions on Software Engineering and Methodology
Academic article
-
Notland, Jakob Svennevik;
Li, Jingyue;
Nowostawski, Mariusz.
(2025)
An Empirical Study on Deployment in Cross-Chain Decentralised Autonomous Organisations.
Blockchain: Research and Applications
Academic article
-
Wang, Yanze;
Huang, Yiling;
Li, Jingyue;
Li, Shanshan;
Zhang, He;
Lyu, Jun.
(2025)
Decision Support for Selecting Blockchain-Based Application Design Patterns with Layered Taxonomy and Quality Attributes.
IEEE Transactions on Software Engineering
Academic article
-
Xu, Ke;
Zhang, Bing;
Li, Jingyue;
He, Haitao;
Ren, Rong;
Ren, Jiadong.
(2025)
DRacv: Detecting and auto-repairing vulnerabilities in role-based access control in web application.
Journal of Network and Computer Applications
Academic article
2024
-
Zhang, Bing;
Ren, Rong;
Liu, Jia;
Jiang, Mingcai;
Ren, Jiadong;
Li, Jingyue.
(2024)
SQLPsdem: A Proxy-Based Mechanism Towards Detecting, Locating and Preventing Second-Order SQL Injections.
IEEE Transactions on Software Engineering
Academic article
-
Oyinloye, Damilare Peter;
Li, Jingyue.
(2024)
Proof of Success Rate: A Past Behaviour-Based Consensus Protocol.
Academic chapter/article/Conference paper
-
Li, Zhe;
Qian, He;
Li, Jingyue.
(2024)
A survey of deep learning-driven architecture for predictive maintenance.
Engineering Applications of Artificial Intelligence
Academic article
-
Hu, Tianyuan;
Li, Jingyue;
Li, Bixin;
Storhaug, André.
(2024)
Why Smart Contracts Reported as Vulnerable Were not Exploited?.
IEEE Transactions on Dependable and Secure Computing
Academic article
-
Sidorov, Michail;
Khor, Jing Huey;
Wong, Alvin Chern Hao;
Lee, Ying Ying;
Li, Jingyue.
(2024)
A Lightweight Authentication Scheme for LoRaWAN Nodes Represented as On-Chain Nonfungible Tokens.
IEEE Sensors Journal
Academic article
-
Yang, Lan-Xin;
Zhang, He;
Xu, Jin-Wei;
Zhang, Yi-Fan;
Wang, Zi-Kuan;
Zhou, Xin.
(2024)
Multi-label Learning for Evaluating Quality of Code Review Comments.
Journal of Software (Chinese)
Academic article
-
Wu, Jianyu;
He, Hao;
Gao, Kai;
Xiao, Wenxin;
Li, Jingyue;
Zhou, Minghui.
(2024)
A comprehensive analysis of challenges and strategies for software release notes on GitHub.
Empirical Software Engineering
Academic article
2023
-
Molland, Torstein;
Berger, Andreas Nesbakken;
Li, Jingyue.
(2023)
Automatic Detection and Fixing of Java XXE Vulnerabilities Using Static Source Code Analysis and Instance Tracking.
Academic chapter/article/Conference paper
-
Zhou, Xin;
Mao, Runfeng;
Zhang, He;
Dai, Qiming;
Huang, Huang;
Shen, Haifeng.
(2023)
Revisit security in the era of DevOps: An evidence-based inquiry into DevSecOps industry.
IET Software
Academic article
-
Hu, Tianyuan;
Li, Jingyue;
Xu, Xiangfei;
Li, Bixin.
(2023)
SoliTester: Detecting exploitable external-risky vulnerability in smart contracts using contract account triggering method.
Journal of Software: Evolution and Process (JSEP)
Academic article
-
Notland, Jakob Svennevik;
Nowostawski, Mariusz;
Li, Jingyue.
(2023)
Runtime Evolution of Bitcoin's Consensus Rules.
IEEE Transactions on Software Engineering
Academic article
-
Liu, Huikun;
Wang, Yanze;
Jiang, Zhaowei;
He, Zhang;
Li, Jingyue;
Eilerås, Sigurd.
(2023)
Perceived Trust in Blockchain Systems: An Interview-based Survey.
Academic chapter/article/Conference paper
-
Wu, Jianyu;
Xu, Weiwei;
Gao, Kai;
Li, Jingyue;
Zhou, Minghui.
(2023)
Characterize Software Release Notes of GitHub Projects: Structure, Writing Style, and Content.
Academic chapter/article/Conference paper
-
Storhaug, André;
Li, Jingyue;
Hu, Tianyuan.
(2023)
Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding.
Academic chapter/article/Conference paper
-
Kaloudi, Nektaria;
Li, Jingyue.
(2023)
AST-SafeSec: Adaptive Stress Testing for Safety and Security Co-Analysis of Cyber-Physical Systems.
IEEE Transactions on Information Forensics and Security
Academic article
-
Li, Jingyue;
Meland, Per Håkon;
Notland, Jakob Svennevik;
Storhaug, André;
Tysse, Jostein Hjortland.
(2023)
Evaluating the Impact of ChatGPT on Exercises of a Software Security Course.
Academic chapter/article/Conference paper
-
Xiao, Wenxin;
Li, Jingyue;
He, Hao;
Qiu, Ruiqiao;
Zhou, Minghui.
(2023)
Personalized First Issue Recommender for Newcomers in Open Source Projects.
Academic chapter/article/Conference paper
-
He, Hao;
Zhou, Minghui;
Wang, Qingye;
Li, Jingyue.
(2023)
Open Source Software Onboarding as a University Course: An Experience Report.
Academic chapter/article/Conference paper
-
Smestad, Carl;
Li, Jingyue.
(2023)
A Systematic Literature Review on Client Selection in Federated Learning.
Academic chapter/article/Conference paper
2022
-
Midtlid, Kim André Brunstad;
Åsheim, Johannes;
Li, Jingyue.
(2022)
Magnitude Adversarial Spectrum Search-based Black-box Attack against Image Classification.
Academic chapter/article/Conference paper
-
Namazi, Elnaz;
Mester, Rudolf;
Li, Jingyue;
Lu, Chaoru;
Tang, Meng;
Xiong, Ying.
(2022)
Traffic Awareness Through Multiple Mobile Sensor Fusion.
IEEE Sensors Journal
Academic article
-
Namazi, Elnaz;
Mester, Rudolf;
Lu, Chaoru;
Li, Jingyue.
(2022)
Geolocation estimation of target vehicles using image processing and geometric computation.
Neurocomputing
Academic article
-
Ren, Huamin;
Su, Xiaomeng;
Jenssen, Robert;
Li, Jingyue;
Anfinsen, Stian Normann.
(2022)
Attention-guided Temporal Convolutional Network for Non-intrusive Load Monitoring.
Academic chapter/article/Conference paper
-
Duc, Anh Nguyen;
Weber, Barbara;
Yue, Tao;
Li, Jingyue.
(2022)
Special section on IST for EASE2021.
Information and Software Technology
Editorial
-
Li, Zhe;
Kristoffersen, Eivind;
Li, Jingyue.
(2022)
Deep transfer learning for failure prediction across failure types.
Computers & industrial engineering
Academic article
-
Zhang, Bing;
Li, Jingyue;
Ren, Jiadong;
Huang, Guoyan.
(2022)
Efficiency and Effectiveness of Web Application Vulnerability Detection Approaches: A Review.
ACM Computing Surveys
Academic article
-
Jiang, Shanshan;
Jakobsen, Kine Charlotte;
Bueie, Jonas;
Li, Jingyue;
Haro, Peter.
(2022)
A Tertiary Review on Blockchain and Sustainability With Focus on Sustainable Development Goals.
IEEE Access
Academic literature review
2021
-
Kristoffersen, Eivind;
Mikalef, Patrick;
Blomsma, Fenna;
Li, Jingyue.
(2021)
Towards a business analytics capability for the circular economy.
Technological Forecasting and Social Change
Academic article
-
Kristoffersen, Eivind;
Mikalef, Patrick;
Blomsma, Fenna;
Li, Jingyue.
(2021)
The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance.
International Journal of Production Economics
Academic article
-
Knudsen, Henrik;
Notland, Jakob;
Haro, Peter;
Ræder, Truls Bakkejord;
Li, Jingyue.
(2021)
Consensus in Blockchain Systems with Low Network Throughput: A Systematic Mapping Study.
Academic chapter/article/Conference paper
-
Knudsen, Henrik;
Li, Jingyue;
Notland, Jakob;
Haro, Peter;
Ræder, Truls Bakkejord.
(2021)
High-Performance Asynchronous Byzantine Fault Tolerance Consensus Protocol.
Academic chapter/article/Conference paper
-
Beba, Sindre;
Karlsen, Magnus Melseth;
Li, Jingyue;
Zhang, Bing.
(2021)
Critical Understanding of Security Vulnerability Detection Plugin Evaluation Reports.
Academic chapter/article/Conference paper
2020
-
Kaloudi, Nektaria;
Li, Jingyue.
(2020)
The AI-based cyber threat landscape: A survey.
ACM Computing Surveys
Academic literature review
-
Zhang, Jin;
Li, Jingyue.
(2020)
Testing and verification of neural-network-based safety-critical control software: A systematic literature review.
Information and Software Technology
Academic literature review
-
Kristoffersen, Eivind;
Blomsma, Fenna;
Mikalef, Patrick;
Li, Jingyue.
(2020)
The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies.
Journal of Business Research
Academic literature review
2019
-
Namazi, Elnaz;
Li, Jingyue;
Lu, Chaoru.
(2019)
Intelligent intersection management systems considering autonomous vehicles: A systematic literature review.
IEEE Access
Academic literature review
-
Meland, Per Håkon;
Bernsmed, Karin;
Frøystad, Christian;
Li, Jingyue;
Sindre, Guttorm.
(2019)
An experimental evaluation of bow-tie analysis for security.
Information and Computer Security
Academic article
-
Wang, Lulu;
Li, Jingyue;
Li, Bixin.
(2019)
Tracking Runtime Concurrent Dependences in Java Threads Using Thread Control Profiling.
Journal of Systems and Software
Academic article
-
Li, Zhe;
Li, Jingyue;
Wang, Yi;
Wang, Kesheng.
(2019)
A deep learning approach for anomaly detection based on SAE and LSTM in mechanical equipment.
The International Journal of Advanced Manufacturing Technology
Academic article
-
Blomsma, Fenna;
Peroni, Marina;
Kravchenko, Mariia;
Pigosso, Daniela;
Hildenbrand, Jutta;
Kristinsdottir, Anna Rùna.
(2019)
Developing a circular strategies framework for manufacturing companies to support circular economy-oriented innovation.
Journal of Cleaner Production
Academic article
2012
-
Li, Jingyue;
Ernst, Michael D..
(2012)
CBCD: Cloned buggy code detector.
Proceedings - International Conference on Software Engineering
Academic article
-
Li, Jingyue;
Stålhane, Tor;
Conradi, Reidar;
Kristiansen, Jan Maximilian Winther.
(2012)
Enhancing Defect Tracking Systems to Facilitate Software Quality Improvement.
IEEE Software
Academic article
2011
-
Ayala, Claudia;
Hauge, Øyvind;
Conradi, Reidar;
Franch, Xavier;
Li, Jingyue.
(2011)
Selection of third party software in Off-The-Shelf-based software development-An interview study with industrial practitioners.
Journal of Systems and Software
Academic article
2010
-
Gupta, Anita;
Li, Jingyue;
Conradi, Reidar;
Rønneberg, Harald;
Landre, Einar.
(2010)
Change profiles of a reused class framework vs. two of its applications.
Information and Software Technology
Academic article
2009
-
Gupta, Anita;
Li, Jingyue;
Conradi, Reidar;
Harald, Rønneberg;
Landre, Einar.
(2009)
A case study comparing defect profiles of a reused framework and of applications reusing it.
Empirical Software Engineering
Academic article
-
Li, Jingyue;
Conradi, Reidar;
Bunse, Christian;
Torchiano, Marco;
Slyngstad, Odd Petter Nord;
Morisio, Maurizio.
(2009)
Development with off-the-shelf components: 10 facts.
IEEE Software
Academic article
2008
-
Li, Jingyue;
Conradi, Reidar;
Slyngstad, Odd Petter Nord;
Torchiano, Marco;
Morisio, Maurizio;
Bunse, Christian.
(2008)
A State-of-the-Practice Study on Risk Management in Development with Off-the-Shelf Software Component.
IEEE Transactions on Software Engineering
Academic article
-
Chen, Weibing;
Li, Jingyue;
Ma, Jianqiang;
Conradi, Reidar;
Ji, Junzhong;
Liu, Chunnian.
(2008)
An empirical study on software development with open source components in the chinese software industry.
Software Process: Improvement and Practice (SPIP)
Academic article
-
Ma, Jianqiang;
Li, Jingyue;
Chen, Weibing;
Conradi, Reidar;
Ji, Junzhong;
Liu, Chunnian.
(2008)
A State-of-the-Practice Study on Communication and Coordination between Chinese Software Suppliers and Their Global Outsourcers.
Software Process: Improvement and Practice (SPIP)
Academic article
2006
-
Li, Jingyue;
Bjørnson, Finn Olav;
Conradi, Reidar;
Kampenes, Vigdis By.
(2006)
An empirical study of variations in COTS-based software development processes in the Norwegian IT industry.
Empirical Software Engineering
Academic article
-
Li, Jingyue;
Conradi, Reidar;
Slyngstad, Odd Petter Nord;
Bunse, Christian;
Torchiano, Marco;
Morisio, Maurizio.
(2006)
An empirical study on decision making in off-the-shelf component-based development.
Proceedings - International Conference on Software Engineering
Academic article
-
Li, Jingyue;
Kvale, Axel Anders;
Conradi, Reidar.
(2006)
A Case Study on Improving Changeability of COTS-Based System Using Aspect-Oriented Programming.
Journal of information science and engineering
Academic article
Journal publications
-
Zhang, Jin;
Li, Jingyue;
Yang, Zhirong.
(2025)
Dynamic robustness evaluation for automated model selection in operation.
Information and Software Technology
Academic article
-
Notland, Jakob Svennevik;
Nowostawski, Mariusz;
Li, Jingyue.
(2025)
An Empirical Study on Governance in Bitcoin's Consensus Evolution.
ACM Transactions on Software Engineering and Methodology
Academic article
-
Notland, Jakob Svennevik;
Li, Jingyue;
Nowostawski, Mariusz.
(2025)
An Empirical Study on Deployment in Cross-Chain Decentralised Autonomous Organisations.
Blockchain: Research and Applications
Academic article
-
Wang, Yanze;
Huang, Yiling;
Li, Jingyue;
Li, Shanshan;
Zhang, He;
Lyu, Jun.
(2025)
Decision Support for Selecting Blockchain-Based Application Design Patterns with Layered Taxonomy and Quality Attributes.
IEEE Transactions on Software Engineering
Academic article
-
Xu, Ke;
Zhang, Bing;
Li, Jingyue;
He, Haitao;
Ren, Rong;
Ren, Jiadong.
(2025)
DRacv: Detecting and auto-repairing vulnerabilities in role-based access control in web application.
Journal of Network and Computer Applications
Academic article
-
Zhang, Bing;
Ren, Rong;
Liu, Jia;
Jiang, Mingcai;
Ren, Jiadong;
Li, Jingyue.
(2024)
SQLPsdem: A Proxy-Based Mechanism Towards Detecting, Locating and Preventing Second-Order SQL Injections.
IEEE Transactions on Software Engineering
Academic article
-
Li, Zhe;
Qian, He;
Li, Jingyue.
(2024)
A survey of deep learning-driven architecture for predictive maintenance.
Engineering Applications of Artificial Intelligence
Academic article
-
Hu, Tianyuan;
Li, Jingyue;
Li, Bixin;
Storhaug, André.
(2024)
Why Smart Contracts Reported as Vulnerable Were not Exploited?.
IEEE Transactions on Dependable and Secure Computing
Academic article
-
Sidorov, Michail;
Khor, Jing Huey;
Wong, Alvin Chern Hao;
Lee, Ying Ying;
Li, Jingyue.
(2024)
A Lightweight Authentication Scheme for LoRaWAN Nodes Represented as On-Chain Nonfungible Tokens.
IEEE Sensors Journal
Academic article
-
Yang, Lan-Xin;
Zhang, He;
Xu, Jin-Wei;
Zhang, Yi-Fan;
Wang, Zi-Kuan;
Zhou, Xin.
(2024)
Multi-label Learning for Evaluating Quality of Code Review Comments.
Journal of Software (Chinese)
Academic article
-
Wu, Jianyu;
He, Hao;
Gao, Kai;
Xiao, Wenxin;
Li, Jingyue;
Zhou, Minghui.
(2024)
A comprehensive analysis of challenges and strategies for software release notes on GitHub.
Empirical Software Engineering
Academic article
-
Zhou, Xin;
Mao, Runfeng;
Zhang, He;
Dai, Qiming;
Huang, Huang;
Shen, Haifeng.
(2023)
Revisit security in the era of DevOps: An evidence-based inquiry into DevSecOps industry.
IET Software
Academic article
-
Hu, Tianyuan;
Li, Jingyue;
Xu, Xiangfei;
Li, Bixin.
(2023)
SoliTester: Detecting exploitable external-risky vulnerability in smart contracts using contract account triggering method.
Journal of Software: Evolution and Process (JSEP)
Academic article
-
Notland, Jakob Svennevik;
Nowostawski, Mariusz;
Li, Jingyue.
(2023)
Runtime Evolution of Bitcoin's Consensus Rules.
IEEE Transactions on Software Engineering
Academic article
-
Kaloudi, Nektaria;
Li, Jingyue.
(2023)
AST-SafeSec: Adaptive Stress Testing for Safety and Security Co-Analysis of Cyber-Physical Systems.
IEEE Transactions on Information Forensics and Security
Academic article
-
Namazi, Elnaz;
Mester, Rudolf;
Li, Jingyue;
Lu, Chaoru;
Tang, Meng;
Xiong, Ying.
(2022)
Traffic Awareness Through Multiple Mobile Sensor Fusion.
IEEE Sensors Journal
Academic article
-
Namazi, Elnaz;
Mester, Rudolf;
Lu, Chaoru;
Li, Jingyue.
(2022)
Geolocation estimation of target vehicles using image processing and geometric computation.
Neurocomputing
Academic article
-
Duc, Anh Nguyen;
Weber, Barbara;
Yue, Tao;
Li, Jingyue.
(2022)
Special section on IST for EASE2021.
Information and Software Technology
Editorial
-
Li, Zhe;
Kristoffersen, Eivind;
Li, Jingyue.
(2022)
Deep transfer learning for failure prediction across failure types.
Computers & industrial engineering
Academic article
-
Zhang, Bing;
Li, Jingyue;
Ren, Jiadong;
Huang, Guoyan.
(2022)
Efficiency and Effectiveness of Web Application Vulnerability Detection Approaches: A Review.
ACM Computing Surveys
Academic article
-
Jiang, Shanshan;
Jakobsen, Kine Charlotte;
Bueie, Jonas;
Li, Jingyue;
Haro, Peter.
(2022)
A Tertiary Review on Blockchain and Sustainability With Focus on Sustainable Development Goals.
IEEE Access
Academic literature review
-
Kristoffersen, Eivind;
Mikalef, Patrick;
Blomsma, Fenna;
Li, Jingyue.
(2021)
Towards a business analytics capability for the circular economy.
Technological Forecasting and Social Change
Academic article
-
Kristoffersen, Eivind;
Mikalef, Patrick;
Blomsma, Fenna;
Li, Jingyue.
(2021)
The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance.
International Journal of Production Economics
Academic article
-
Kaloudi, Nektaria;
Li, Jingyue.
(2020)
The AI-based cyber threat landscape: A survey.
ACM Computing Surveys
Academic literature review
-
Zhang, Jin;
Li, Jingyue.
(2020)
Testing and verification of neural-network-based safety-critical control software: A systematic literature review.
Information and Software Technology
Academic literature review
-
Kristoffersen, Eivind;
Blomsma, Fenna;
Mikalef, Patrick;
Li, Jingyue.
(2020)
The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies.
Journal of Business Research
Academic literature review
-
Namazi, Elnaz;
Li, Jingyue;
Lu, Chaoru.
(2019)
Intelligent intersection management systems considering autonomous vehicles: A systematic literature review.
IEEE Access
Academic literature review
-
Meland, Per Håkon;
Bernsmed, Karin;
Frøystad, Christian;
Li, Jingyue;
Sindre, Guttorm.
(2019)
An experimental evaluation of bow-tie analysis for security.
Information and Computer Security
Academic article
-
Wang, Lulu;
Li, Jingyue;
Li, Bixin.
(2019)
Tracking Runtime Concurrent Dependences in Java Threads Using Thread Control Profiling.
Journal of Systems and Software
Academic article
-
Li, Zhe;
Li, Jingyue;
Wang, Yi;
Wang, Kesheng.
(2019)
A deep learning approach for anomaly detection based on SAE and LSTM in mechanical equipment.
The International Journal of Advanced Manufacturing Technology
Academic article
-
Blomsma, Fenna;
Peroni, Marina;
Kravchenko, Mariia;
Pigosso, Daniela;
Hildenbrand, Jutta;
Kristinsdottir, Anna Rùna.
(2019)
Developing a circular strategies framework for manufacturing companies to support circular economy-oriented innovation.
Journal of Cleaner Production
Academic article
-
Li, Jingyue;
Ernst, Michael D..
(2012)
CBCD: Cloned buggy code detector.
Proceedings - International Conference on Software Engineering
Academic article
-
Li, Jingyue;
Stålhane, Tor;
Conradi, Reidar;
Kristiansen, Jan Maximilian Winther.
(2012)
Enhancing Defect Tracking Systems to Facilitate Software Quality Improvement.
IEEE Software
Academic article
-
Ayala, Claudia;
Hauge, Øyvind;
Conradi, Reidar;
Franch, Xavier;
Li, Jingyue.
(2011)
Selection of third party software in Off-The-Shelf-based software development-An interview study with industrial practitioners.
Journal of Systems and Software
Academic article
-
Gupta, Anita;
Li, Jingyue;
Conradi, Reidar;
Rønneberg, Harald;
Landre, Einar.
(2010)
Change profiles of a reused class framework vs. two of its applications.
Information and Software Technology
Academic article
-
Gupta, Anita;
Li, Jingyue;
Conradi, Reidar;
Harald, Rønneberg;
Landre, Einar.
(2009)
A case study comparing defect profiles of a reused framework and of applications reusing it.
Empirical Software Engineering
Academic article
-
Li, Jingyue;
Conradi, Reidar;
Bunse, Christian;
Torchiano, Marco;
Slyngstad, Odd Petter Nord;
Morisio, Maurizio.
(2009)
Development with off-the-shelf components: 10 facts.
IEEE Software
Academic article
-
Li, Jingyue;
Conradi, Reidar;
Slyngstad, Odd Petter Nord;
Torchiano, Marco;
Morisio, Maurizio;
Bunse, Christian.
(2008)
A State-of-the-Practice Study on Risk Management in Development with Off-the-Shelf Software Component.
IEEE Transactions on Software Engineering
Academic article
-
Chen, Weibing;
Li, Jingyue;
Ma, Jianqiang;
Conradi, Reidar;
Ji, Junzhong;
Liu, Chunnian.
(2008)
An empirical study on software development with open source components in the chinese software industry.
Software Process: Improvement and Practice (SPIP)
Academic article
-
Ma, Jianqiang;
Li, Jingyue;
Chen, Weibing;
Conradi, Reidar;
Ji, Junzhong;
Liu, Chunnian.
(2008)
A State-of-the-Practice Study on Communication and Coordination between Chinese Software Suppliers and Their Global Outsourcers.
Software Process: Improvement and Practice (SPIP)
Academic article
-
Li, Jingyue;
Bjørnson, Finn Olav;
Conradi, Reidar;
Kampenes, Vigdis By.
(2006)
An empirical study of variations in COTS-based software development processes in the Norwegian IT industry.
Empirical Software Engineering
Academic article
-
Li, Jingyue;
Conradi, Reidar;
Slyngstad, Odd Petter Nord;
Bunse, Christian;
Torchiano, Marco;
Morisio, Maurizio.
(2006)
An empirical study on decision making in off-the-shelf component-based development.
Proceedings - International Conference on Software Engineering
Academic article
-
Li, Jingyue;
Kvale, Axel Anders;
Conradi, Reidar.
(2006)
A Case Study on Improving Changeability of COTS-Based System Using Aspect-Oriented Programming.
Journal of information science and engineering
Academic article
Part of book/report
-
Oyinloye, Damilare Peter;
Li, Jingyue.
(2024)
Proof of Success Rate: A Past Behaviour-Based Consensus Protocol.
Academic chapter/article/Conference paper
-
Molland, Torstein;
Berger, Andreas Nesbakken;
Li, Jingyue.
(2023)
Automatic Detection and Fixing of Java XXE Vulnerabilities Using Static Source Code Analysis and Instance Tracking.
Academic chapter/article/Conference paper
-
Liu, Huikun;
Wang, Yanze;
Jiang, Zhaowei;
He, Zhang;
Li, Jingyue;
Eilerås, Sigurd.
(2023)
Perceived Trust in Blockchain Systems: An Interview-based Survey.
Academic chapter/article/Conference paper
-
Wu, Jianyu;
Xu, Weiwei;
Gao, Kai;
Li, Jingyue;
Zhou, Minghui.
(2023)
Characterize Software Release Notes of GitHub Projects: Structure, Writing Style, and Content.
Academic chapter/article/Conference paper
-
Storhaug, André;
Li, Jingyue;
Hu, Tianyuan.
(2023)
Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding.
Academic chapter/article/Conference paper
-
Li, Jingyue;
Meland, Per Håkon;
Notland, Jakob Svennevik;
Storhaug, André;
Tysse, Jostein Hjortland.
(2023)
Evaluating the Impact of ChatGPT on Exercises of a Software Security Course.
Academic chapter/article/Conference paper
-
Xiao, Wenxin;
Li, Jingyue;
He, Hao;
Qiu, Ruiqiao;
Zhou, Minghui.
(2023)
Personalized First Issue Recommender for Newcomers in Open Source Projects.
Academic chapter/article/Conference paper
-
He, Hao;
Zhou, Minghui;
Wang, Qingye;
Li, Jingyue.
(2023)
Open Source Software Onboarding as a University Course: An Experience Report.
Academic chapter/article/Conference paper
-
Smestad, Carl;
Li, Jingyue.
(2023)
A Systematic Literature Review on Client Selection in Federated Learning.
Academic chapter/article/Conference paper
-
Midtlid, Kim André Brunstad;
Åsheim, Johannes;
Li, Jingyue.
(2022)
Magnitude Adversarial Spectrum Search-based Black-box Attack against Image Classification.
Academic chapter/article/Conference paper
-
Ren, Huamin;
Su, Xiaomeng;
Jenssen, Robert;
Li, Jingyue;
Anfinsen, Stian Normann.
(2022)
Attention-guided Temporal Convolutional Network for Non-intrusive Load Monitoring.
Academic chapter/article/Conference paper
-
Knudsen, Henrik;
Notland, Jakob;
Haro, Peter;
Ræder, Truls Bakkejord;
Li, Jingyue.
(2021)
Consensus in Blockchain Systems with Low Network Throughput: A Systematic Mapping Study.
Academic chapter/article/Conference paper
-
Knudsen, Henrik;
Li, Jingyue;
Notland, Jakob;
Haro, Peter;
Ræder, Truls Bakkejord.
(2021)
High-Performance Asynchronous Byzantine Fault Tolerance Consensus Protocol.
Academic chapter/article/Conference paper
-
Beba, Sindre;
Karlsen, Magnus Melseth;
Li, Jingyue;
Zhang, Bing.
(2021)
Critical Understanding of Security Vulnerability Detection Plugin Evaluation Reports.
Academic chapter/article/Conference paper
Report
-
Notland, Jakob Svennevik;
Li, Jingyue;
Nowostawski, Mariusz;
Jaccheri, Maria Letizia;
Haro, Peter.
(2025)
Governance and Evolution in Blockchains and Cross-Chain Decentralised Autonomous Organisations.
NTNU Norges teknisk-naturvitenskapelige universitet
NTNU Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
Teaching
Courses
Current Postdoc and Ph.D. students
- Mathias Lundteigen Mohus (Ph.D. student)
- Andre Storhaug (Ph.D. student)
- Peter Damilare Oyinloye (Postdoc)
- Mohd Sameen Chishti (Postdoc)
Previous Postdoc and Ph.D. students
- Weifeng Liu (Postdoc)
- Zhe Li (Postdoc)
- Hong Guo (Postdoc)
- Hui Han (Postdoc)
- Mohammed L. K. Alsadi (Postdoc)
- Michail Sidorov (Postdoc)
- Bing Zhang (Visiting Ph.D. student)
- Tianyuan Hu (Visiting Ph.D. student)
- Eivind Kristoffersen (Ph.D. student)
- Elnaz Namazi (Ph.D. student)
- Nektaria Kaloudi (Ph.D. student)
- Jin Zhang (Ph.D. student)
- Jakob Notland (Ph.D. student)
Outreach
2023
-
PosterNotland, Jakob Svennevik; Li, Jingyue; Wang, Yanze. (2023) PaaSforChain - from haul to plate. the 6th IEEE International Conference On Blockchain , Ocean Flower Islands 2023-12-17 - 2023-12-21
2021
-
Academic lectureJiang, Shanshan; Jakobsen, Kine Charlotte; Jaccheri, Maria Letizia; Li, Jingyue. (2021) Blockchain and Sustainability: A Tertiary Study. 2021 IEEE/ACM International Workshop on Body of Knowledge for Software Sustainability (BoKSS) 2021-06-01 - 2021-06-02
-
Academic lectureZhang, Jin; Taylor, J. Robert; Kozine, Igor; Li, Jingyue. (2021) Analyzing Influence of Robustness of Neural Networks on the Safety of Autonomous Vehicles. 31st European Safety and Reliability Conference 2021-09-19 - 2021-09-23
2019
-
InterviewJiang, Shanshan; Tønseth, Svein; Li, Jingyue. (2019) Dataverktøy finner gatelykter som kan gi elbiler strøm. Gemini Gemini [Internet] 2019-11-05
-
Academic lectureKristoffersen, Eivind; Mikalef, Patrick; Li, Jingyue. (2019) Data science and Circular Economy. The 18th IFIP Conference on e-Business, e-Services and e-Society , Trondheim 2019-09-18 - 2019-09-20
-
LectureAndersen, Anders; Berre, Tor; Ellingsen, Pål; Habib, Laurence Marie Anna; Haddara, Moutaz; Hjelmås, Erik. (2019) Informasjonssikkerhet i høyere utdanning. MNT-konferansen 2019 , Tromsø 2019-03-28 - 2019-03-29
-
InterviewJiang, Shanshan; Tønseth, Svein; Li, Jingyue. (2019) Dataverktøy finner gatelykter som kan gi elbiler strøm. Forskning.no Forskning.no [Internet] 2019-11-14
-
Academic lectureJiang, Shanshan; Hagelien, Thomas Fjæstad; Natvig, Marit Kjøsnes; Li, Jingyue. (2019) Ontology-based Semantic Search For Open Government Data. 2019 IEEE 13th International Conference on Semantic Computing (ICSC) , Newport Beach, California 2019-01-30 - 2019-02-01
2018
-
Lecture
2011
-
Academic lectureStensrud, Erik; Skramstad, Torbjørn; Li, Jingyue; Xie, Jing. (2011) A Case Study on Verifying Software Requirements and Acceptance Test Cases Using Sequence-based Specification. IEEE 22nd International Symposium on Software Reliability Engineering (ISSRE Industry track) , Hiroshima 2011-11-29 - 2011-12-02
-
Academic lectureStensrud, Erik; Skramstad, Torbjørn; Li, Jingyue; Xie, Jing. (2011) Towards goal-based software safety certification based on prescriptive standards. IEEE 22nd International Symposium on Software Reliability Engineering, 1st International Workshop on Software Certification (ISSRE WoCoCER) , Hiroshima 2011-11-29 - 2011-12-02
2004
-
Academic lectureLi, Jingyue; Bjørnson, Finn Olav; Conradi, Reidar. (2004) Empirical Study on COTS Component Classification. International Workshop on COTS Terminology and Concepts , Redondo Beach 2004-02-01 - 2004-02-04
-
Academic lectureLi, Jingyue; Bjørnson, Finn Olav; Conradi, Reidar; Kampenes, Vigdis By. (2004) An Empirical Study of Variations in COTS-based Software Development Processes in Norwegian IT Industry. 10th IEEE International Metrics Symposium , Chicago 2004-09-14 - 2004-09-16
-
Academic lectureLi, Jingyue; Houmb, Siv Hilde; Kvale, Axel Anders. (2004) A Process to Combine AOM and AOP: A Proposal Based on a Case Study. 5th Workshop on Aspect-Oriented Modeling (Held in conjunction with the Seventh International Conference on UML - the language and its Applications (UML 2004)) , Lisbon 2004-10-11 - 2004-10-11
-
Academic lectureLi, Jingyue. (2004) Process Improvement and Risk Management in OTS (Off-The-Shelf) Component-Based Development. SPIKE/Abelia Seminar , Simula-senter 2004-09-07 - 2004-09-08
-
Academic lectureLi, Jingyue; Bjørnson, Finn Olav; Conradi, Reidar; Kampenes, Vigdis By. (2004) An Empirical Study of COTS Component Selection Processes in Norwegian IT companies. International Workshop on Models and Processes for the Evaluation of COTS Components , Edinburg 2004-05-25 - 2004-05-25