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Johannes Gasteiger

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Attacking Large Language Models with Projected Gradient Descent

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Feb 14, 2024
Simon Geisler, Tom Wollschläger, M. H. I. Abdalla, Johannes Gasteiger, Stephan Günnemann

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Challenges with unsupervised LLM knowledge discovery

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Dec 18, 2023
Sebastian Farquhar, Vikrant Varma, Zachary Kenton, Johannes Gasteiger, Vladimir Mikulik, Rohin Shah

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Accelerating Molecular Graph Neural Networks via Knowledge Distillation

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Jun 26, 2023
Filip Ekström Kelvinius, Dimitar Georgiev, Artur Petrov Toshev, Johannes Gasteiger

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Ewald-based Long-Range Message Passing for Molecular Graphs

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Mar 08, 2023
Arthur Kosmala, Johannes Gasteiger, Nicholas Gao, Stephan Günnemann

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Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks

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Feb 06, 2023
Jan Schuchardt, Aleksandar Bojchevski, Johannes Gasteiger, Stephan Günnemann

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Influence-Based Mini-Batching for Graph Neural Networks

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Dec 18, 2022
Johannes Gasteiger, Chendi Qian, Stephan Günnemann

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How Do Graph Networks Generalize to Large and Diverse Molecular Systems?

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Apr 06, 2022
Johannes Gasteiger, Muhammed Shuaibi, Anuroop Sriram, Stephan Günnemann, Zachary Ulissi, C. Lawrence Zitnick, Abhishek Das

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