Billy Joe Franks

According to our database, Billy Joe Franks authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings.

Billy Joe Franks, Moshe Eliasof, Semih Cantürk, Guy Wolf, Carola-Bibiane Schönlieb, Sophie Fellenz, Marius Kloft

CoRR, 2024

Weisfeiler-Leman at the margin: When more expressivity matters.

Billy Joe Franks, Christopher Morris, Ameya Velingker, Floris Geerts

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

A Systematic Approach to Universal Random Features in Graph Neural Networks.

Billy Joe Franks, Markus Anders, Marius Kloft, Pascal Schweitzer

Trans. Mach. Learn. Res., 2023

Deep Anomaly Detection on Tennessee Eastman Process Data.

Fabian Hartung, Billy Joe Franks, Tobias Michels, Dennis Wagner, Philipp Liznerski, Steffen Reithermann, Sophie Fellenz, Fabian Jirasek, Maja Rudolph, Daniel Neider, Heike Leitte, Chen Song, Benjamin Klöpper, Stephan Mandt, Michael Bortz, Jakob Burger, Hans Hasse, Marius Kloft

CoRR, 2023

Ordinal Regression for Difficulty Estimation of StepMania Levels.

Billy Joe Franks, Benjamin Dinkelmann, Sophie Fellenz, Marius Kloft

CoRR, 2023

Ordinal Regression for Difficulty Prediction of StepMania Levels.

Billy Joe Franks, Benjamin Dinkelmann, Marius Kloft, Sophie Fellenz

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

2022

Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images.

Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft

Trans. Mach. Learn. Res., 2022

2021

Trainability for Universal GNNs Through Surgical Randomness.

Billy Joe Franks, Markus Anders, Marius Kloft, Pascal Schweitzer

CoRR, 2021

Explainable Deep One-Class Classification.

Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Marius Kloft, Klaus-Robert Müller

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Rethinking Assumptions in Deep Anomaly Detection.

Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft

CoRR, 2020