Publications by Giulia Fanti

Conference

Benchmarking Fraud Detectors on Private Graph Data

2025 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 378-389
Goldberg A, Fanti G, Shah N, Wu S

Journal Article

Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion

2025 • Transactions on Machine Learning Research • 2025-November:
Ke S, Hou C, Oh S, Fanti G

Conference

PACMANN: EFFICIENT PRIVATE APPROXIMATE NEAREST NEIGHBOR SEARCH

2025 • 13th International Conference on Learning Representations Iclr 2025 • 99396-99416
Zhou M, Shi E, Fanti G

Conference

TRUNCATED CONSISTENCY MODELS

2025 • 13th International Conference on Learning Representations Iclr 2025 • 102961-102984
Lee S, Xu Y, Geffner T, Fanti G, Kreis K, Vahdat A, Nie W