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2020 – today
- 2026
[i7]Florian Holeczek, Andreas P. Hinterreiter, Alex Hernández-García, Marc Streit, Christina Humer:
GFlowState: Visualizing the Training of Generative Flow Networks Beyond the Reward. CoRR abs/2604.21830 (2026)- [i6]Amal Alnouri
, Andreas P. Hinterreiter, Christina Humer, Furui Cheng, Marc Streit:
Visual Fingerprints for LLM Generation Comparison. CoRR abs/2605.06054 (2026) - [i5]Coelina Robinson, Franziska Weissbach, Kjell Jorner, Mennatallah El-Assady, Christina Humer:
GEMS - Guided Evolutionary Molecule Design for Sustainable Chemicals. CoRR abs/2605.15932 (2026) - 2025
- [i4]Lena Podina, Christina Humer, Alexandre Duval, Victor Schmidt, Ali Ramlaoui, Shahana Chatterjee, Yoshua Bengio, Alex Hernández-García, David Rolnick, Félix Therrien:
Catalyst GFlowNet for electrocatalyst design: A hydrogen evolution reaction case study. CoRR abs/2510.02142 (2025) - 2024
- [j7]Benedikt Leichtmann, Andreas P. Hinterreiter, Christina Humer, Marc Streit, Martina Mara:
Explainable Artificial Intelligence Improves Human Decision-Making: Results from a Mushroom Picking Experiment at a Public Art Festival. Int. J. Hum. Comput. Interact. 40(17): 4787-4804 (2024) - [j6]Christina Humer, Rachel Nicholls, Henry Heberle, Moritz Heckmann, Michael Pühringer, Thomas Wolf, Maximilian Lübbesmeyer, Julian Heinrich, Julius Hillenbrand, Giulio Volpin, Marc Streit:
CIME4R: Exploring iterative, AI-guided chemical reaction optimization campaigns in their parameter space. J. Cheminformatics 16(1): 51 (2024) - [j5]Christina Humer, Andreas P. Hinterreiter, Benedikt Leichtmann, Martina Mara, Marc Streit:
Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions. ACM Trans. Interact. Intell. Syst. 14(3): 16:1-16:36 (2024) - [i3]Santa Pile, Oleg Lesota, Silvan David Peter, Christina Humer, Martin Gasser:
Spin-Wave Voices: Sonification of Nanoscale Spin Waves as an Engagement and Research Tool. CoRR abs/2405.03506 (2024) - [i2]Vidya Prasad, Hans Van Gorp, Christina Humer, Anna Vilanova, Nicola Pezzotti:
The Tree of Diffusion Life: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models. CoRR abs/2406.17462 (2024) - 2023
- [j4]Andreas P. Hinterreiter, Christina Humer, Bernhard Kainz, Marc Streit:
ParaDime: A Framework for Parametric Dimensionality Reduction. Comput. Graph. Forum 42(3): 337-348 (2023) - [j3]Benedikt Leichtmann, Christina Humer, Andreas P. Hinterreiter, Marc Streit, Martina Mara:
Effects of Explainable Artificial Intelligence on trust and human behavior in a high-risk decision task. Comput. Hum. Behav. 139: 107539 (2023) - [j2]Klaus Eckelt, Andreas P. Hinterreiter, Patrick Adelberger, Conny Walchshofer, Vaishali Dhanoa, Christina Humer, Moritz Heckmann, Christian Alexander Steinparz, Marc Streit:
Visual Exploration of Relationships and Structure in Low-Dimensional Embeddings. IEEE Trans. Vis. Comput. Graph. 29(7): 3312-3326 (2023) - 2022
- [j1]Christina Humer, Henry Heberle, Floriane Montanari, Thomas Wolf, Florian Huber, Ryan Henderson, Julian Heinrich, Marc Streit:
ChemInformatics Model Explorer (CIME): exploratory analysis of chemical model explanations. J. Cheminformatics 14(1): 21 (2022) - [c1]Christina Humer, Mohamed Elharty, Andreas P. Hinterreiter, Marc Streit:
Interactive Attribution-based Explanations for Image Segmentation. EuroVis (Posters) 2022: 99-101 - [i1]Andreas P. Hinterreiter, Christina Humer, Bernhard Kainz, Marc Streit:
ParaDime: A Framework for Parametric Dimensionality Reduction. CoRR abs/2210.04582 (2022)
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