Lukas Helff
Machine Learning Group, Computer Science Department, TU Darmstadt. Hochschulstrasse 1, Room S1|03 075, 64289 Darmstadt, Germany
+49 6151 1624413 lukas_henrik (dot) helff (at) tu-darmstadt (dot) de


Mission. My main research interests are AI safety and machine reasoning to make generative AI systems more reliable and trustworthy. My work spans safeguarding vision and multimodal models, as well as improving reasoning reliability through verifiable reasoning, data-centric approaches, and synthetic reasoning data. I am especially interested in structuring reasoning processes and exploring latent-space reasoning.

Open Thesis/Hiwi. If you are currently looking for an opportunity to work on a thesis or project in the exciting field of artificial intelligence and machine learning, I am open to discussing possible topics that align with my research interests. Please feel free to contact me if you are interested. Note: thesis proposal.

Bio. I'm a PhD student of Machine Learning at the Computer Science Department of the TU Darmstadt University, Germany.

Timeline.
2023 - now: Ph.D. student in the Machine Learning Lab, CS Department, TU Darmstadt, Germany
2020 - 2022: M.Sc. student of computer science at the CS Department, TU Darmstadt, Germany
2018 - 2019: 2 semesters Erasmus at the Universitat de València, Spain
2014 - 2020: B.Sc. student of computer science at the CS Department, TU Darmstadt, Germany



Publications

Selected publications from AIML Lab projects. Use the search and filters to explore recent work.

Outputs
Latest Year
Top Type
Loading publications…