Billy Joe Franks

15 papers A* 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Formally Exploring Time-Series Anomaly Detection Evaluation Metrics.
CoRR
Dennis Wagner, Arjun Nair, Billy Joe Franks, Justus Arweiler, Aparna Muraleedharan, Indra Jungjohann, Fabian Hartung, Mayank C. Ahuja, Andriy Balinskyy, Saurabh Varshneya, Nabeel Hussain Syed, Mayank Nagda, Philipp Liznerski, Steffen Reithermann, Maja Rudolph, Sebastian J. Vollmer, Ralf Schulz, Torsten Katz, Stephan Mandt, Michael Bortz, Heike Leitte, Daniel Neider, Jakob Burger, Fabian Jirasek, Hans Hasse, Sophie Fellenz, Marius Kloft
2025 J jnl
Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings.
Trans. Mach. Learn. Res.
Billy Joe Franks, Moshe Eliasof, Semih Cantürk, Guy Wolf, Carola-Bibiane Schönlieb, Sophie Fellenz, Marius Kloft
2024 J jnl
Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings.
CoRR
Billy Joe Franks, Moshe Eliasof, Semih Cantürk, Guy Wolf, Carola-Bibiane Schönlieb, Sophie Fellenz, Marius Kloft
2024 A* conf
Weisfeiler-Leman at the margin: When more expressivity matters.
ICML
Billy Joe Franks, Christopher Morris, Ameya Velingker, Floris Geerts
2024 J jnl
Weisfeiler-Leman at the margin: When more expressivity matters.
CoRR
Billy Joe Franks, Christopher Morris, Ameya Velingker, Floris Geerts
2023 J jnl
A Systematic Approach to Universal Random Features in Graph Neural Networks.
Trans. Mach. Learn. Res.
Billy Joe Franks, Markus Anders, Marius Kloft, Pascal Schweitzer
2023 J jnl
Deep Anomaly Detection on Tennessee Eastman Process Data.
CoRR
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
2023 J jnl
Ordinal Regression for Difficulty Estimation of StepMania Levels.
CoRR
Billy Joe Franks, Benjamin Dinkelmann, Sophie Fellenz, Marius Kloft
2023 — conf
Ordinal Regression for Difficulty Prediction of StepMania Levels.
ECML/PKDD (6)
Billy Joe Franks, Benjamin Dinkelmann, Marius Kloft, Sophie Fellenz
2022 J jnl
Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images.
CoRR
Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft
2022 J jnl
Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images.
Trans. Mach. Learn. Res.
Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft
2021 A* conf
Explainable Deep One-Class Classification.
ICLR
Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Marius Kloft, Klaus-Robert Müller
2021 J jnl
Trainability for Universal GNNs Through Surgical Randomness.
CoRR
Billy Joe Franks, Markus Anders, Marius Kloft, Pascal Schweitzer
2020 J jnl
Explainable Deep One-Class Classification.
CoRR
Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Marius Kloft, Klaus-Robert Müller
2020 J jnl
Rethinking Assumptions in Deep Anomaly Detection.
CoRR
Lukas Ruff, Robert A. Vandermeulen, Billy Joe Franks, Klaus-Robert Müller, Marius Kloft