Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
Astekin, Merve;
Goknil, Arda
; Sen, Sagar; Tverdal, Simeon; Nguyen, Phu Hong
(2025).
Detecting Technical Debt in Source Code Changes Using Large Language Models.
Scanniello, Giuseppe; Lenarduzzi, Valentina; Romano, Simone; Vegas, Sira; Francese, Rita (Red.).
Product-Focused Software Process Improvement: 26th International Conference, PROFES 2025, Salerno, Italy, December 1–3, 2025, Proceedings. s. 334-352.
Springer.
https://doi.org/10.1007/978-3-032-12089-2_21
Husom, Erik Johannes;
Goknil, Arda
; Astekin, Merve; Shar, Lwin Khin; Kåsen, Andre; Sen, Sagar; Mithassel, Benedikt Andreas; Soylu, Ahmet
(2025).
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency.
ACM Transactions on Internet of Things (TIOT).
Vol. 6.
https://doi.org/10.1145/3767742
Husom, Erik Johannes; Dautov, Rustem;
Goknil, Arda
(2025).
FedMAC: Federated Multi-Algorithm Clustering for Autonomic Systems.
Tei, Kenji; Zambonelli, Franco (Red.).
Proceedings of 2025 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), Tokyo, Japan 29 September – 3 October 2025.
IEEE (Institute of Electrical and Electronics Engineers).
https://doi.org/10.1109/acsos-c66519.2025.00025
Tverdal, Simeon; Nguyen, Phu Hong;
Goknil, Arda
; Martini, Antonio; Astekin, Merve; Orucevic, Mili; Kruke, Maren Maritsdatter; Stranden, Håvard
(2025).
Combining Insights from Multiple Tools to Manage Technical Debt in Industrial C# Projects.
MacDonell, Stephen; Tahir, Amjed (Red.).
2025 IEEE International Conference on Software Maintenance and Evolution (ICSME). s. 709-720.
IEEE (Institute of Electrical and Electronics Engineers).
https://doi.org/10.1109/icsme64153.2025.00071
Videsjorden, Adela Nedisan;
Song, Hui
;
Goknil, Arda
; Roman, Dumitru; Soylu, Ahmet
(2025).
LUMEN: Enhancing IoT System Observability with Multi-Agent Large Language Models and Knowledge Graphs.
ACM Transactions on Internet of Things (TIOT).
https://doi.org/10.1145/3772077
Videsjorden, Adela Nedisan; Nikolov, Nikolay Vladimirov; Lien, Carl-Henrik;
Goknil, Arda
; Sen, Sagar;
Song, Hui
; Soylu, Ahmet; Roman, Dumitru
(2025).
Positioning LLM-Enabled Agents as Legal Compliance Aides for Data Pipelines.
Hogan, Aidan; Satoh, Ken; Dağ, Hasan; Turhan, Anni-Yasmin; Roman, Dumitru; Soylu, Ahmet (Red.).
Rules and Reasoning: 9th International Joint Conference, RuleML+RR 2025, Istanbul, Turkey, September 22–24, 2025, Proceedings. s. 227-236.
Springer.
https://doi.org/10.1007/978-3-032-08887-1_14
Song, Hui
;
Goknil, Arda
; Xiaojun, Jiang; Melum, Espen; Joe, Hyunwhan; Gazzotti, Caterina; Frascolla, Valerio; Videsjorden, Adela Nedisan; Nguyen, Phu Hong
(2025).
Developing Multi-Agent LLM Applications Through Continuous Human-LLM Co-Programming.
Lewis, Grace; Muccini, Henry (Red.).
Proceedings of the 2025 IEEE/ACM 4th International Conference on AI Engineering – Software Engineering for AI (CAIN), Ottawa, Ontario, Canada, 27–28 April 2025.
IEEE (Institute of Electrical and Electronics Engineers).
https://doi.org/10.1109/cain66642.2025.00013
Videsjorden, Adela Nedisan;
Goknil, Arda
; Sen, Sagar; Husom, Erik Johannes; Nguyen, Phu Hong
(2025).
3D-DaVa: Enhancing 3D Point Cloud Data Reliability for Industrial Applications.
ACM Journal of Data and Information Quality.
Vol. 17.
https://doi.org/10.1145/3711817
Goknil, Arda
; Nguyen, Phu Hong; Husom, Erik Johannes; Sen, Sagar; Tverdal, Simeon; Peysson, Flavien; Politaki, Dimitra; González-Velázquez, Roberto
(2024).
Data Quality as a Service Framework for AI-Enabled Industrial Internet of Things.
Peltonen, Ella; Hyrynsalmi, Sami (Red.).
IoT '24: Proceedings of the 14th International Conference on the Internet of Things.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3703790.3703794
Yildiz, Eren; Akhunov, Khakim; Riva, Lorenzo Antonio;
Goknil, Arda
; Kurtev, Ivan; Yildirim, Kasim Sinan
(2024).
Adaptable Runtime Monitoring for Intermittent Systems.
Schroeder, Bianca; Silberstein, Mark (Red.).
EuroSys '24: Proceedings of the Nineteenth European Conference on Computer Systems. s. 1175-1191.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3627703.3650070
