Publications

Bowen Song, Chengjin Xu, Kossi Amouzouvi, Maocai Wang, Jens Lehmann, and Sahar Vahdati. Distinct Geometrical Representations for Temporal and Relational Structures in Knowledge Graphs. In Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, and Francesco Bonchi (Eds.), Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III, (14171):601--616, Springer, 2023. [PUMA: Distinct Geometrical Relational Representations Structures Temporal xack] URL

Alexander Brauckmann, Anderson Faustino da Silva, Jeronimo Castrillon, and Hugh Leather. DFA-Net: A Compiler-Specific Neural Architecture for Robust Generalization in Data Flow Analyses. In IEEE (Eds.), Proceedings of the 34th ACM SIGPLAN International Conference on Compiler Construction (CC 2025), Association for Computing Machinery, New York, NY, USA, March 2025. [PUMA: NN compiler data-flow xack]

João Paulo C. de Lima, Benjamin F. Morris III, Asif Ali Khan, Jeronimo Castrillon, and Alex K. Jones. Count2Multiply: Reliable In-memory High-Radix Counting. In arxiv (Eds.), 1-14, Arxiv, September 2024. [PUMA: LLM accelerator computing-in-memory xack yaff] URL

Marie-Sophie von Braun, Kristin Starke, Lucas Peter, Daniel Kürsten, Florian Welle, Hans Ralf Schneider, Max Wawrzyniak, Daniel P O Kaiser, Gordian Prasse, Cindy Richter, Elias Kellner, Marco Reisert, Julian Klingbeil, Anika Stockert, Karl-Titus Hoffmann, Gerik Scheuermann, Christina Gillmann, and Dorothee Saur. Prediction of tissue and clinical thrombectomy outcome in acute ischaemic stroke using deep learning. In Masud Husain (Eds.), Brain, awaf013, January 2025. [PUMA: biomarker cdss cnn computer_vision deep_learning neuroimaging neurology nopdf topic_lifescience xack yaff] URL

Victor Jüttner, Martin Grimmer, and Erik Buchmann. ChatIDS: Advancing Explainable Cybersecurity Using Generative AI. International Journal On Advances in Security, (17)1,22024. [PUMA: area_responsibleai prof_privacy yaff]