Publications by Christos Faloutsos

Conference

A Flexible Forecasting Stack

2024 • Proceedings of the VLDB Endowment • 17(12):3883-3892
Januschowski T, Wang Y, Gasthaus J, Rangapuram S, Türkmen C, Zschiegner J, Stella L, Bohlke-Schneider M, Maddix D, Benidis K, Alexandrov A, Faloutsos C, Schelter S

Conference

GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications

2024 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 6356-6367
Zheng D, Song X, Zhu Q, Zhang J, Vasiloudis T, Ma R, Zhang H, Wang Z, Adeshina S, Nisa I, Mottini A, Cui Q, Rangwala H, Zeng B, Faloutsos C, Karypis G

Journal Article

Large Language Models (LLMs) on Tabular Data: Prediction, Generation, and Understanding-A Survey

2024 • Transactions on Machine Learning Research • 2024:
Fang X, Xu W, Tan FA, Zhang J, Hu Z, Qi Y, Nickleach S, Socolinsky D, Sengamedu S, Faloutsos C