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Rifat Mehreen Amin

Rifat Mehreen Amin

E-Mail rifat.amin@ifi.lmu.de
Phone +49-89 / 2180-75148
Address Rifat Mehreen Amin
LMU Munich
Media Informatics Group
Frauenlobstr. 7a
80337 Munich, Germany
Room 439 (4th floor)


Research Interests

My research interest lies in making visualization tools smarter with the help of Machine Learning and Artificial Intelligence and finding ways to make ethical and trustworthy visualization tools. My other collaborations comprise projects that lie between the intersection of HCI and AI, including big data analytics.

Teaching

  • Summer Term 2025: Practical Course: Human Computation and Analytics, Hauptseminar Media Informatics
  • Winter Term 2024/25: Human Computation and Analytics, Information Visualization, Hauptseminar Media Informatics
  • Summer Term 2024: Practical Course: Human Computation and Analytics, Hauptseminar Media Informatics
  • Winter Term 2023/24: Human Computation and Analytics, Information Visualization, Hauptseminar Media Informatics
  • Summer Term 2023: Practical Course: Human Computation and Analytics, Proseminar Media Informatics
  • Winter Term 2022/23: Human Computation and Analytics, Information Visualization
  • Summer Term 2022: Practical Course: Human Computation and Analytics


  • Publications

    2025
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    Rifat Amin, Oliver Hans Kühle, Daniel Buschek, Andreas Butz
    Composable Prompting Workspaces for Creative Writing: Exploration and Iteration Using Dynamic Widgets
    Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '25). ACM. New York, NY, USA. 2025. (bib)
    2024
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    Rifat Amin, Feng Chen, Linda Hirsch, Changkun Ou, Tran-Vu La, Andreas Butz
    Integrating Crowd and Machine Learning in an Intelligent Interface: A Case Study of Oil Spill Detection in Satellite Images
    In Proceedings of the 17th International Conference on Advanced Visual Interfaces (AVI '24). ACM. New York, NY, USA. 2024. https://doi.org/10.1145/3656650.3656680 (bib)
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    Rifat Amin, Pia Hammer, Andreas Butz
    Using Machine Learning to Improve Interactive Visualizations for Large Collected Traffic Detector Data
    In Proceedings of the 29th International Conference on Intelligent User Interfaces (IUI '24). ACM. New York, NY, USA. 2024. https://doi.org/10.1145/3640543.3645177 (bib)
    2023
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    Rifat Amin
    Multi-Objective Counterfactuals for Counterfactual Fairness in User Centered AI
    UCAI'23: Workshop on User-Centered Artificial Intelligence @ Mensch und Computer 2023 (MuC'23), September 3-6, Rapperswil, Switzerland (bib)
    Svenja Schött, Rifat Amin, Andreas Butz
    A Literature Survey of How to Convey Transparency in Co-Located Human-Robot Interaction
    In Multimodal Technol. Interact. 2023, 7(3), 25 (bib)


    Theses (Bachelor/Master)

    Open

    bachelor thesis Write, Edit, Ripple: Interactive Inline Widgets for Fluid Story Development
    BA/MA UI for Exploring Metrics for Generative Models' Latent Spaces



    In Progress

    2025
    Hannah Kindermann bachelor thesis A Comparison of Statistical and Counterfactual Fairness Metrics for Explainable AI
    -
    Seyit Baran Ozdemir bachelor thesis Interactive Emotion Graph for Human-AI Collaborative Text Manipulation
    Jinghuai Xiong bachelor thesis Image Snapshots for Creative Writing with Dynamic Widgets
    Rudraksha Samdhani bachelor thesis Exploring Generative Models' Latent Spaces: Investigating the Influence of UIs on Human-AI Collaboration



    Accomplished

    Felicia Saruba bachelor thesis Thermal Feedback for Emotional Communication in Human-Robot Interaction
    Pia Isabel Hammer master thesis Leveraging Machine Learning with Interactive Visualizations for Large Collected Traffic Detector Data
    Jonathan Haudenschild master thesis A Visualization Tool for Improving Teaching Performance in Dynamic Educational Environments
    Feng Chen master thesis Oil Spill Detective: Leveraging Machine Learning with Crowd Knowledge to Reduce Experts' Workload
    Sandra Busch bachelor thesis Designing for Visualising Multiple Counterfactuals for XAI
    Anh Dao Phuong master thesis LLM for Counterfactual Explanation Generation
    Oliver Hans Kühle bachelor thesis Dynamic UI Element Generation for Rapid Prompting


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Impressum – Privacy policy – Contact  |  Last modified on 2025-06-11 by Rifat Amin (rev 44828)