Milan Čugurović, Aleksandar Prokopec, Boris Spasojević, Vojin Jovanović, Milena Vujošević Janičić: The Promise of Static Profiling: Exploring the Limits. Companion Proceedings of the 10th International Conference on the Art, Science, and Engineering of Programming, 4–8. DOI
Milan Čugurović, Aleksandar Prokopec, Boris Spasojević, Vojin Jovanović, Milena Vujošević Janičić: GraalMHC: ML-Based Method-Hotness Classification for Binary-Size Reduction in Optimizing Compilers. Proceedings of the 35th ACM SIGPLAN International Conference on Compiler Construction, 1–13. DOI
Milan Čugurović: Prediction of Program Execution Profiles Using Machine Learning Techniques. Invited talk at INFORMATIKA 2026: New Trends in the Development of Information Systems, Serbian Informatics Society. URL
2025
Aleksandar Stefanović, Ivan Ristović, Milena Vujošević Janičić: Extensible Java Bytecode Data-Flow Analysis JVMCI Framework. Proceedings of the 15th Symposium "Mathematics and Applications". URL
Milica Karličić, Ivan Ristović, Milena Vujošević Janičić: Metrics Visualization Using Profiling-Based Adaptive GC Policy for Serverless. Proceedings of the 15th Symposium "Mathematics and Applications". URL
Milan Čugurović, Ivan Ristović, Strahinja Stanojević, Marko Spasić, Vesna Marinković, Milena Vujošević Janičić: ML-Driven Prediction of Optimal Control Flow Graph Traversal Algorithm in Modern Applications. 2025 12th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 1–6. DOI
Ivan Ristović, Milena Vujošević Janičić: JASPER: Cloud-Native JVM Serializer Performance Evaluation Framework. Zenodo. DOI
Lazar Milikić, Milan Čugurović, Vojin Jovanović: GraalNN: Context-Sensitive Static Profiling with Graph Neural Networks. Proceedings of the 23rd ACM/IEEE International Symposium on Code Generation and Optimization, 123–136. DOI
Stefan Milenković, Milan Čugurović, Milena Vujošević Janičić: Improving ML-Based Static Profiling Using Method Names. Book of Abstracts of the 15th Symposium "Mathematics and Applications", 36. URL
2024
Aleksandar Stefanović, Ivan Ristović, Milena Vujošević Janičić: Constant Folding of Reflective Calls via Static Analysis of Java Bytecode. Proceedings of the 14th Symposium "Mathematics and Applications". URL
Milica Karličić, Ivan Ristović, Milena Vujošević Janičić: Profiling-Based Adaptive GC Policy for Serverless. Proceedings of the 14th Symposium "Mathematics and Applications". URL
Marko Spasić, Ivan Ristović, Strahinja Stanojević, Milan Čugurović, Milica Karličić, Milena Vujošević Janičić: Evaluating GraalVM Compiler Performance using a Distributed Computing Cluster. Proceedings of the 15th Serbian Mathematical Congress, 114. URL
Ivan Ristović, Milan Čugurović, Strahinja Stanojević, Marko Spasić, Vesna Marinković, Milena Vujošević Janičić: Efficient Control-Flow Graph Traversal. Proceedings of the 30th YU INFO Conference, 89–94. URL
Milan Čugurović, Milena Vujošević Janičić: GraalSP Profiles Logger: A Tool for Analyzing and Interpreting Predictions of the ML-Based Static Profilers. Artificial Intelligence: Book of Abstracts, 15–16. URL
2023
Milan Čugurović, Ivan Ristović, Strahinja Stanojević, Marko Spasić, Vesna Marinković, Milena Vujošević Janičić: Comparative Analysis of Program Control Flow Graph Traversal Algorithms. Proceedings of the 13th Symposium "Mathematics and Applications", 79. URL
Ivan Ristović: Pre-initialization of the Java Virtual Machine Context. Proceedings of the 13th Symposium "Mathematics and Applications". URL
Milan Čugurović, Milena Vujošević Janičić: Creation and Analysis of a Dataset for Predicting Execution Probabilities of Virtual Methods in Object-Oriented Programs. Artificial Intelligence: Book of Abstracts, 126–127. URL
2022
Milan Čugurović: Prediction of Program Profiles Using Machine Learning Techniques. Seminar for Artificial Intelligence, Mathematical Institute SASA. URL
