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Tony Zhang

Tony Zhang

E-Mail zhang ät fortiss.org (preferred)
tony.zhang ät ifi.lmu.de
Phone +49 89 3603522 196
Address Tony Zhang
fortiss GmbH
Guerickestraße 25
80805 Munich, Germany
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Research

My research at fortiss is about human-AI interaction. In particular, I am interested in how imperfect AI models can be brought into high-stakes domains like aviation, finance, or healthcare. If you are interested in the intersection between HCI and AI, please reach out to me via e-mail.


Theses

Open

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In Progress

2024
Marc-Michael Wendt master thesis Large Language Models and Conversational AI: A Comparative Analysis of their Potentials, Challenges and Emerging Issues in the Context of Decision Support
2023
Felicitas Buchner master thesis The Fine Line Between Assistance and Dependence: The Impact of Task Difficulty and AI Explanation on User Overreliance



Completed

2022
Sven Tong master thesis Is human overreliance on AI provoked by study designs?
Amina Dacikj master thesis Konzipierung und Entwicklung eines Data Analytics Bots, der auf Basis eines Knowledge Graphs Daten automatisch analysiert
Jenny Phu master thesis Supporting Decisions With AI: Exploring Alternatives to Fully Automatic Suggestions
Yuliia Shaparenko bachelor thesis When do humans overrely on AI? Investigating the effect of task difficulty
2021
Jessica Spornraft bachelor thesis Identifikation von Designmöglichkeiten für interaktive KI-Entscheidungsunterstützung


Publications

2023
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Tony Zhang, Sven Tong, Yuanting Liu, Andreas Butz
Is Overreliance on AI Provoked by Study Design?
19th IFIP TC13 International Conference On Human-Computer Interaction (INTERACT 2023). The final publication is available at Springer via https://doi.org/10.1007/978-3-031-42286-7_3 (bib)
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Tony Zhang, Yuanting Liu, Andreas Butz
Designing AI for Appropriation Will Calibrate Trust
CHI TRAIT '23: Workshop on Trust and Reliance in AI-Assisted Tasks at CHI 2023 (bib)
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Tony Zhang, Cara Storath, Yuanting Liu, Andreas Butz
Resilience Through Appropriation: Pilots' View on Complex Decision Support
28th International Conference on Intelligent User Interfaces (IUI '23). DOI: https://doi.org/10.1145/3581641.3584056 (bib)
2022
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Cara Storath, Tony Zhang, Yuanting Liu, Heinrich Hussmann
Building Trust by Supporting Situation Awareness: Exploring Pilots' Design Requirements for Decision Support Tools
CHI TRAIT '22: Workshop on Trust and Reliance in Human-AI Teams at CHI 2022 (bib)
2021
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Tony Zhang, Yuanting Liu, Heinrich Hussmann
Pilot Attitudes Toward AI in the Cockpit: Implications for Design
Proceedings of 2nd IEEE International Conference on Human-Machine Systems. DOI: https://www.doi.org/10.1109/ICHMS53169.2021.9582448 (bib)
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Tony Zhang, Yuanting Liu, Heinrich Hussmann
Forward Reasoning Decision Support: Toward a More Complete View of the Human-AI Interaction Design Space
CHItaly 2021: 14th Biannual Conference of the Italian SIGCHI Chapter. DOI: https://doi.org/10.1145/3464385.3464696 (bib)
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Tony Zhang, Heinrich Hussmann
How to Manage Output Uncertainty: Targeting the Actual End User Problem in Interactions with AI
IUI 2021 Workshop on Transparency and Explanations in Smart Systems (TExSS) (bib)


Community

Committees

  • FAccT 2023: Program Committee
  • CHI 2023 Workshop on Trust and Reliance in AI-Human Teams (TRAIT): Program Committee
  • CHI 2022 Workshop on Trust and Reliance in AI-Human Teams (TRAIT): Program Committee
  • IUI 2022 Workshop on Transparency and Explanations in Smart Systems (TExSS): Program Committee

Peer Reviews

  • CHI 2023 Late-Breaking Work
  • TiiS, Special Issue on Human-centered Explainable AI

Student Volunteering

  • IUI 2022


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Impressum – Privacy policy – Contact  |  Last modified on 2023-01-31 by Tony Zhang (rev 41596)