Publications by Christos Faloutsos

Conference

CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection

2025 • Proceedings of Machine Learning Research • 267:20429-20447
Grover K, Gordon GJ, Faloutsos C

Conference

Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization

2025 • Proceedings of Machine Learning Research • 267:43248-43275
Masserano L, Ansari AF, Han B, Zhang X, Faloutsos C, Mahoney MW, Wilson AG, Park Y, Rangapuram S, Maddix DC, Wang Y

Conference

SPECTRO-RIEMANNIAN GRAPH NEURAL NETWORKS

2025 • 13th International Conference on Learning Representations Iclr 2025 • 4211-4237
Grover K, Yu H, Song X, Zhu Q, Xie H, Ioannidis VN, Faloutsos C

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