Our IVIA research lab is part of the Visual Computing Institute at the Department of Computer Science of ETH Zurich. As a group, we are also affiliated with the SWISS AI Initiative, Swiss ACM SIGCHI (SwissCHI), ETH for Development | ETH4D, UN-ETH Partnership, and Human-Computer Interaction at ETH Zurich.
The lab is led by Prof. Mennatallah El-Assady, who works at the intersection of data analysis, visualization, computational linguistics, and explainable artificial intelligence. Besides, Menna is a core faculty member of the ETH AI Center, Design++, and a member of the AI Ethics and Policy Network. She also is an associated faculty member at the Max Planck ETH Center for Learning Systems and an ELLIS Scholar of the ETH Zurich Unit at the European Lab for Learning & Intelligent Systems.
Our main research interest is studying interactive human-AI collaboration interfaces for effective problem-solving and decision-making. In particular, we are interested in empowering humans by teaming them up with AI agents in co-adaptive processes.
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Our lab conducts research on topics related to human-AI interaction.
We design interactive visualizations and intelligence augmentation approaches combining data mining and machine learning techniques for different application domains, including visual inspection of LLMs, health applications, etc. The lab aims to understand how humans and AI can benefit from each other in solving complex analysis tasks.
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World Conf. on eXplainable Artificial Intelligence
Proc. CHI Conf. on Human Factors in Computing Systems
ACM Transactions on Interactive Intelligent Systems
IEEE Trans. on Visualization and Computer Graphics
IEEE Trans. on Visualization and Computer Graphics
IEEE Trans. on Visualization and Computer Graphics
Computer Graphics Forum
IEEE Trans. on Visualization and Computer Graphics
Conf. on Human Factors in Computing Systems
ACM Conf. on Intelligent User Interfaces (IUI)
International Conference on Learning Representations
Int. Conf. on Learning Representations
Conf. on Empirical Methods in Natural Language Processing, Industry Track
Proc. Nordic Conf. Human-Computer Interaction
Proc. of IEEE VIS Visualization and Visual Analytics
Advances in Neural Information Processing Systems