Publications

Christopher Schröder, and Gerhard Heyer. Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models. In Yaser Al-Onaizan, Mohit Bansal, and Yun-Nung Chen (Eds.), Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 11987--12004, Association for Computational Linguistics, Miami, Florida, USA, November 2024. [PUMA: imported] URL

Jörg Neumann, and Lisette Hoffmann. 4.6 Medienkompetenz von Lehrkräften in Bildungseinrichtungen des Handels. Selbstgesteuertes Lernen in der beruflichen Weiterbildung, 319, 2023. [PUMA: imported]

Martin Lorenz, Tiago Amorim, Debargha Dey, Mersedeh Sadeghi, and Patrick Ebel. Computational models for in-vehicle User Interface design: A systematic literature review. July 2024. [PUMA: imported]

Daphne Odekerken, AnneMarie Borg, and Matti Berthold. Demonstrating PyArg 2.0.. AI$^3$@ AI* IA, 2023. [PUMA: imported]

Sandra Hummel, and Mana-Teresa Donner. KI-Anwendungen in der Hochschulbildung aus Studierendenperspektive. October 2023. [PUMA: imported]

Sandra Hummel, Thomas Köhler, Natasa Brouwer-Zupancic, Rudolf Egger, and Michael Rieger. Empowering Students with AI-based Chatbot Assistants. 2023. [PUMA: imported]

Mark Schöne, Neeraj Mohan Sushma, Jingyue Zhuge, Christian Mayr, Anand Subramoney, and David Kappel. Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models. 2024. [PUMA: imported] URL

Christian Kaltenecker, Stefan Mühlbauer, Alexander Grebhahn, Norbert Siegmund, and Sven Apel. Performance evolution of configurable software systems: an empirical study. Empirical Software Engineering, (28)6:152, Springer, 2023. [PUMA: imported]

Rishav Mukherji, Mark Schöne, Khaleelulla Khan Nazeer, Christian Mayr, David Kappel, and Anand Subramoney. Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models. arXiv preprint arXiv:2405.00433, 2024. [PUMA: imported]

Bernhard Vogginger, Amirhossein Rostami, Vaibhav Jain, Sirine Arfa, Andreas Hantsch, David Kappel, Michael Schäfer, Ulrike Faltings, Hector A Gonzalez, Chen Liu, and others. Neuromorphic hardware for sustainable AI data centers. arXiv preprint arXiv:2402.02521, 2024. [PUMA: imported]

Janne Pott, Tarcyane Garcia, Stefanie M Hauck, Agnese Petrera, Kerstin Wirkner, Markus Loeffler, Holger Kirsten, Annette Peters, and Markus Scholz. Genetically regulated gene expression and proteins revealed discordant effects. PloS one, (17)5:e0268815, Public Library of Science San Francisco, CA USA, 2022. [PUMA: imported]

Bernhard Vogginger, Florian Kelber, Matthias Jobst, Yexin Yan, Pascal Gerhards, Martin Weih, and Mahmoud Akl. py-spinnaker2. Zenodo, 2023. [PUMA: imported]

Sebastian Oeste, Marc-André Vef, Mehmet Soysal, Wolfgang E Nagel, André Brinkmann, and Achim Streit. ADA-FS—Advanced Data Placement via Ad hoc File Systems at Extreme Scales. Software for Exascale Computing-SPPEXA 2016-2019, 29--59, 2020. [PUMA: imported]

Larissa Bartok, Mana-Teresa Donner, Martin Ebner, Nicole Gosch, Daniel Handle-Pfeiffer, Sandra Hummel, Gisela Kriegler-Kastelic, Philipp Leitner, Tiantian Tang, Hristina Veljanova, and others. Learning Analytics--Studierende im Fokus. Zeitschrift für Hochschulentwicklung, (18)Sonderheft Hochschullehre:223--250, 2023. [PUMA: imported]

Robert Dietrich, Frank Winkler, Andreas Knüpfer, and Wolfgang Nagel. Pika: Center-wide and job-aware cluster monitoring. 2020 IEEE International Conference on Cluster Computing (CLUSTER), 424--432, 2020. [PUMA: imported]

Khaleelulla Khan Nazeer, Mark Schöne, Rishav Mukherji, Bernhard Vogginger, Christian Mayr, David Kappel, and Anand Subramoney. Language Modeling on a SpiNNaker 2 Neuromorphic Chip. 2024. [PUMA: imported] URL

Christian Alrabbaa, Franz Baader, Stefan Borgwardt, Raimund Dachselt, Patrick Koopmann, and Julián Méndez. Evonne: Interactive proof visualization for description logics (system description). International Joint Conference on Automated Reasoning, 271--280, 2022. [PUMA: imported]

Francesco Martinuzzi, Miguel D Mahecha, Gustau Camps-Valls, David Montero, Tristan Williams, and Karin Mora. Learning extreme vegetation response to climate forcing: A comparison of recurrent neural network architectures. EGUsphere, (2023):1--32, Copernicus Publications Göttingen, Germany, 2023. [PUMA: imported]

Johanna Zitt, Patrick Paitz, Fabian Walter, and Josefine Umlauft. Uncovering Stick-Slip Events: Denoising Cryoseismological Distributed Acoustic Sensing Data with an Autoencoder. 2024. [PUMA: imported]

Julia Peters, Felix Roth, and Josefine Umaluft. Deep Embedded Clustering of a Cryo-Data-Cube. 2024. [PUMA: imported]

Francesco Martinuzzi, Miguel D Mahecha, David Montero, Lazaro Alonso, and Karin Mora. SpectralIndices. jl: Streamlining spectral indices access and computation for Earth system research. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (48):89--95, Copernicus GmbH, 2024. [PUMA: imported]

Asif Ali Khan, Hamid Farzaneh, Karl F. A. Friebel, Clément Fournier, Lorenzo Chelini, and Jeronimo Castrillon. CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms. Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'25), Association for Computing Machinery, March 2025. [PUMA: imported]

Ringo Baumann, Anna Rapberger, and Markus Ulbricht. Equivalence in argumentation frameworks with a claim-centric view--classical results with novel ingredients. Proceedings of the AAAI Conference on Artificial Intelligence, (36)5:5479--5486, 2022. [PUMA: imported]

João Paulo C. de Lima, Asif Ali Khan, Hamid Farzaneh, and Jeronimo Castrillon. Efficient Associative Processing with RTM-TCAMs. 1st in-Memory Architectures and Computing Applications Workshop (iMACAW), co-located with the 60th Design Automation Conference (DAC'23), 2pp, July 2023. [PUMA: imported]

Kewen Peng, Christian Kaltenecker, Norbert Siegmund, Sven Apel, and Tim Menzies. VEER: enhancing the interpretability of model-based optimizations. Empirical Software Engineering, (28)3:61, Springer, 2023. [PUMA: imported]

Miguel D Mahecha, and Guido Kraemer. Cautionary remarks on the Planetary Boundary visualisation. EGUsphere, (2023):1--9, Copernicus Publications Göttingen, Germany, 2023. [PUMA: imported]

Jonathan Dyrna, Robert Lorenz, Claudia Galarce Miranda, Robin Heitz, and Thomas Köhler. Social VR as an approach to foster collaboration among scientists and educators within the networked infrastructure for education. e-learning and education, se20232023. [PUMA: imported]

Andreas Knüpfer, Christian Rössel, Dieter an Mey, Scott Biersdorff, Kai Diethelm, Dominic Eschweiler, Markus Geimer, Michael Gerndt, Daniel Lorenz, Allen Malony, and others. Score-p: A joint performance measurement run-time infrastructure for periscope, scalasca, tau, and vampir. Tools for High Performance Computing 2011: Proceedings of the 5th International Workshop on Parallel Tools for High Performance Computing, September 2011, ZIH, Dresden, 79--91, 2012. [PUMA: imported]

Ringo Baumann, and Christopher Harmen Penndorf. Lattice Theoretical Analysis of Dung-style AFs-Information and Reachability Order.. FCR@ KI, 53--65, 2022. [PUMA: imported]

Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, and Hinrich Schütze. Gnnavi: Navigating the information flow in large language models by graph neural network. arXiv preprint arXiv:2402.11709, 2024. [PUMA: imported]

Shuzhou Yuan, and Michael Färber. GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism. In Kevin Duh, Helena Gomez, and Steven Bethard (Eds.), Findings of the Association for Computational Linguistics: NAACL 2024, 920--933, Association for Computational Linguistics, Mexico City, Mexico, June 2024. [PUMA: imported] URL

Ringo Baumann, and Anne-Marie Heine. On Naive Labellings--Realizability, Construction and Patterns of Redundancy. International Symposium on Foundations of Information and Knowledge Systems, 125--143, 2024. [PUMA: imported]

Ariel Iporre-Rivas, Gerik Scheuermann, and Christina Gillmann. Understanding Graph Convolutional Networks to detect Brain Lesions from Stroke.. VCBM, 123--127, 2022. [PUMA: imported]

K Stoll, M von Braun, D Kürsten, F Welle, M Wawrzyniak, A Groos, J Klingbeil, A Stockert, D P O Kaiser, E Kellner, M Reisert, K Hoffmann, G Scheuermann, C Gillmann, and D Saur. Prediction of functional therapeutic response to thrombectomy in acute stroke using neural networks. Clin. Neurophysiol., (159):e5, Elsevier BV, March 2024. [PUMA: imported]

Michael Färber, Melissa Coutinho, and Shuzhou Yuan. Biases in scholarly recommender systems: impact, prevalence, and mitigation. Scientometrics, (128)5:2703--2736, Springer, 2023. [PUMA: imported]

Jana Riedel, Lydia Stark, and Jörg Neumann. Application of ESCO to Document Lifelong Learning-Case Studies in German Continuing Education Institutions. Ubiquity Press, 2023. [PUMA: imported]

Max Korn, Julián Méndez, Sascha Klüppelholz, Ricardo Langner, Christel Baier, and Raimund Dachselt. PMC-VIS: An Interactive Visualization Tool for Probabilistic Model Checking. International Conference on Software Engineering and Formal Methods, 361--375, 2023. [PUMA: imported]

Jana Roth, Karin Mora, Djamil Al-Halbouni, Ronny Richter, Teja Kattenborn, Sebastian Johannes Wieneke, Ana Bastos, Alexandra Weigelt, Christian Wirth, and Josefine Umlauft. How trees sway and what it tells us about their overall vitality. 2024. [PUMA: imported]

Max Weber, Christian Kaltenecker, Florian Sattler, Sven Apel, and Norbert Siegmund. Twins or false friends? a study on energy consumption and performance of configurable software. 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), 2098--2110, 2023. [PUMA: imported]

Marc Satkowski. Understanding Immersive Environments for Visual Data Analysis (Marc Satkowski). Qucosa - Technische Universität Dresden, February 2024. [PUMA: imported] URL

Madhura Kumaraswamy, Anamika Chowdhury, Andreas Gocht, Jan Zapletal, Kai Diethelm, Lubomir Riha, Marie-Christine Sawley, Michael Gerndt, Nico Reissmann, Ondrej Vysocky, and others. Saving Energy Using the READEX Methodology. Tools for High Performance Computing 2018/2019: Proceedings of the 12th and of the 13th International Workshop on Parallel Tools for High Performance Computing, Stuttgart, Germany, September 2018, and Dresden, Germany, September 2019, 27--53, 2021. [PUMA: imported]

Andrzej MJ Skulimowski, and Thomas Köhler. A future-oriented approach to the selection of artificial intelligence technologies for knowledge platforms. Journal of the Association for Information Science and Technology, (74)8:905--922, Wiley Online Library, 2023. [PUMA: imported]

Ringo Baumann, Anna Rapberger, and Markus Ulbricht. Equivalence in argumentation frameworks with a claim-centric view: classical results with novel ingredients. Journal of Artificial Intelligence Research, (77):891--948, 2023. [PUMA: imported]

Barbara Beege, Michael Eichhorn, Robin Heitz, Thomas Köhler, Daniel Markgraf, Jean-Michel Meier, Heike Messemer, Cornelia Schade, Regine Thiering, and Alexander Tillmann. Enhancing Collaboration and Digital Teaching Competencies in Higher Education: The KoKoN Project. e-learning and education, se20232023. [PUMA: imported]

Johanna Zitt, Patrick Paitz, Fabian Walter, and Josefine Umlauft. Denoising cryoseismological distributed acoustic sensing data using a deep neural network. EGU General Assembly Conference Abstracts, EGU--13269, 2023. [PUMA: imported]

David Montero, Guido Kraemer, Anca Anghelea, Cesar Luis Aybar Camacho, Gunnar Brandt, Gustau Camps-Valls, Felix Cremer, Ida Flik, Fabian Gans, Sarah Habershon, and others. Data cubes for earth system research: Challenges ahead. EarthArXiv, 2023. [PUMA: imported]

Philipp Wintersberger, Andrii Matviienko, Yu Wang, Patrick Ebel, Ammar Al-Taie, Stephen Brewster, Florian Michahelles, and Arjan Stuiver. BikeSimWS: Workshop on Simulators, Scenarios, and Test Standard for Bicycle Research. Proceedings of the 22nd International Conference on Mobile and Ubiquitous Multimedia, 552--555, 2023. [PUMA: imported]

Max Weber, Sven Apel, and Norbert Siegmund. White-box performance-influence models: A profiling and learning approach. 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE), 1059--1071, 2021. [PUMA: imported]

David Montero, César Aybar, Miguel D Mahecha, Francesco Martinuzzi, Maximilian Söchting, and Sebastian Wieneke. A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research. Scientific Data, (10)1:1--20, Nature Publishing Group, 2023. [PUMA: imported]

Mattes Ruckdeschel, Ringo Baumann, and Gregor Wiedemann. Argument Mining of Attack and Support Patterns in Dialogical Conversations with Sequential Pattern Mining. Conference on Advances in Robust Argumentation Machines, 39--56, 2024. [PUMA: imported]