Perfil personal
Research interests
Dr. Niu joined UNF in July 2025 as the RF-SMART and Morales Family Director of the School of Computing (SoC). He is a Senior Member of IEEE, and serves on the editorial board of the Requirements Engineering Journal and that of the IEEE Transactions on Multimedia. He was the Lead Program Co-Chair of the IEEE International Conference on Information Reuse and Integration (IRI 2021-2025), General Co-Chair of the International Workshop on Software and Systems Traceability (SST 2023), Program Committe Chair of SST 2019, General Chair of the International Conference on Software and Systems Reuse (ICSR 2019), and General Chair of the International Workshop on Traceability in Emerging Forms of Software Engineering (TEFSE 2013). He also served as the ACM SIGSOFT CAPS Coordinator from 2017 to 2025. Before joining UNF, he was a tenured Associate Professor at the University of Cincinnati, a tenure-track Assistant Professor at Mississippi State University, and a software developer at Lenovo. He spent his sabbatical with Danfoss as a software consultant, as well as with U.S. EPA as a special government employee (SGE).
Proyectos
- 6 Terminado
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Travel Grant for Grand Challenges of Traceability (GCT): The Next Ten Years
Niu, N. (PI)
3/15/17 → 9/30/17
Proyecto: Research project
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Travel Grant for Grand Challenges of Traceability (GCT): The Next Ten Years
Niu, N. (PI)
3/15/17 → 9/30/17
Proyecto: Research project
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CAREER: Linking the Solo and Social Levels in Software Engineering
Niu, N. (PI)
9/1/14 → 8/31/20
Proyecto: Research project
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CAREER: Linking the Solo and Social Levels in Software Engineering
Niu, N. (PI)
9/1/14 → 8/31/20
Proyecto: Research project
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SHF: EAGER: Clustering Programming Artifacts to Enrich Code Foraging Environment
Niu, N. (PI)
5/1/12 → 4/30/14
Proyecto: Research project
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POS Tagging on Code Identifiers: How Far Are We?
Tang, H., Jiang, Y., Zhang, Y., Niu, N. & Liu, H., mar 2026, En: ACM Transactions on Software Engineering and Methodology. 35, 3, 84.Producción científica: Article › revisión exhaustiva
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Requirements Classification Using Fine-Tuned Transformer Models: A Comparative Study of BERT, RoBERTa, and GPT-4o
Vasudevan, P., Reddivari, S., Ahuja, S. & Niu, N., may 14 2026, Proceedings of the 2026 ACM Southeast Conference, ACMSE 2026. Association for Computing Machinery, p. 199-204 6 p. (Proceedings of the 2026 ACM Southeast Conference, ACMSE 2026).Producción científica: Literary contribution
Acceso abierto -
Synergistic enhancement of requirement-to-code traceability: A framework combining large language model based data augmentation and an advanced encoder
Zhang, J., Zhou, J., Niu, N., Hua, J. & Liu, C., ene 27 2026, En: Information and Software Technology. 193, 108045.Producción científica: Article › revisión exhaustiva
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A Meta-Learning Approach to Generating Functional Descriptions of Graphical User Interfaces
Iluru, N. M., Niu, N., Yang, Y. & Wang, Y., ago 6 2025, Proceedings - 2025 IEEE International Conference on Information Reuse and Integration and Data Science, IRI 2025. p. 7-12 6 p. (2025 IEEE International Conference on Information Reuse and Integration and Data Science (IRI)).Producción científica: Literary contribution
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An Automated Approach to Discovering Software Refactorings by Comparing Successive Versions
Liu, B., Liu, H., Niu, N., Zhang, Y., Li, G., Jiang, H. & Jiang, Y., ene 27 2025, En: IEEE Transactions on Software Engineering. 51, 5, p. 1358-1380 23 p., 5.Producción científica: Article › revisión exhaustiva