Doktorandské kolokvium KAI - Lukáš Radoský (21.9.2026)
v pondelok 21.9.2026 o 13:10 hod. v miestnosti I 9
Prednášajúci: Lukáš Radoský
Názov: Optimization and reuse in large software systems
Termín: 21.9.2026, 13:10 hod., I 9
Abstrakt:
Software engineering is a discipline exploring how to create and maintain software effectively. It is an ever-evolving field always eager for new ideas where the rate of accepting new ideas is only matched by the rate they are discarded - be they programming frameworks, modelling approaches, or overall approaches to software development.
We started our research years ago hoping to develop our initial idea of software models that combine visualisation with real-time execution, potentially leading to code generation. While the visualisation and real-time execution are still relevant to explore and we have successfully published in this area, code generation has been overtaken with advert of large language models. This being the case, we expanded our initial goals to also exploring usage of LLMs in software development. We have already managed to publish some results in various areas of software development, particularly in software documentation retrieval, reverse engineering, modelling, and testing. In relation to natural language usage in software artifacts such as software documentation, we also fell down the rabit hole of natural language processing, having yielded publications in the areas of sentiment analysis and semantic textual similarity.
Right now, we are eyeing the exploration of the usage of metaheuristic and some deterministic algorithms for prompt engineering and ways to reduce UML diagram size when working with LLMs to reduce token consumption.