Stefan Heinrich

Stifterverband — Germany

Computer Science · Physical Sciences

17h-index1.3kcitations86works0.72yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(20), Computability, Logic, AI Algorithms(11), Neural Networks and Applications(9), Complexity and Algorithms in Graphs(8), Multimodal Machine Learning Applications(8)

Publications86 total

Research Community Perspectives on "Intelligence" and Large Language Models
Research Portal (King's College London)·2025Open Access
Improving Reasoning Performance in Large Language Models via Representation Engineering
arXiv (Cornell University)·2025Open Access
Don't Get Too Excited - Eliciting Emotions in LLMs
2025Open Access
The phosphorus fertilizer effect of biochar from municipal sewage sludge
Archives of Agronomy and Soil Science·2025· 2 citedOpen Access
MarineLLM-PDDL: Generation of Planning Domains for Marine Vessels Using Past Incident Response Plans
Springer proceedings in advanced robotics·2025Open Access
Exploring Deep Learning Models for EEG Neural Decoding
Lecture notes in computer science·2025· 2 citedOpen Access
Research Community Perspectives on “Intelligence” and Large Language Models
2025Open Access
Exploring Virtual Reality Techniques for Assessing the Cognitive Performance of Older Adults
Lecture notes in computer science·2025· 1 cited
Don’t Get Too Excited - Eliciting Emotions in LLMs
IT University Of Copenhagen (IT University of Copenhagen)·2025
Randomized complexity of mean computation and the adaption problem
Journal of Complexity·2024· 3 cited
Towards Interpretable Reinforcement Learning with Constrained Normalizing Flow Policies
arXiv (Cornell University)·2024Open Access
Randomized Complexity of Mean Computation and the Adaption Problem
arXiv (Cornell University)·2024Open Access
Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning
arXiv (Cornell University)·2023Open Access
Joachim Werther zum 80. Von der Wirbelschichttechnik zur Partikeltechnologie
Chemie Ingenieur Technik·2023Open Access
Detection of Furigana Text in Images
arXiv (Cornell University)·2022· 3 citedOpen Access
Learning Timescales in Gated and Adaptive Continuous Time Recurrent Neural Networks
2020· 6 cited
Semantic Object Accuracy for Generative Text-to-Image Synthesis
IEEE Transactions on Pattern Analysis and Machine Intelligence·2020· 151 citedOpen Access
Teaching NICO How to Grasp: An Empirical Study on Crossmodal Social Interaction as a Key Factor for Robots Learning From Humans
Frontiers in Neurorobotics·2020· 20 citedOpen Access
Bootstrapping Knowledge Graphs From Images and Text
Frontiers in Neurorobotics·2019· 11 citedOpen Access
Integrating Image-Based and Knowledge-Based Representation Learning
IEEE Transactions on Cognitive and Developmental Systems·2019· 19 citedOpen Access
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Frequent Co-authors

Stefan Wermter(27), Cornelius Weber(10), Erik Strahl(8), Sascha Griffiths(5), Johannes Twiefel(5), Tayfun Alpay(5), Matthias Kerzel(4), Nicolás Navarro-Guerrero(4), Tobias Hinz(3), Zhiyuan Liu(3), Peer Springstübe(3), Sven Magg(2), Nikhil Churamani(2), Paul Anton(2), Marc Brügger(2), Thomas Hummel(2), Julius Mayer(2), Waleed Mustafa(2), Hwei Geok Ng(2), Thi Linh Chi Nguyen(2)