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

Private Federated Learning using Preference-Optimized Synthetic Data

2025 • Proceedings of Machine Learning Research • 267:24025-24044
Hou C, Wang MY, Zhu Y, Lazar D, 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

Conference

Data Distribution Valuation

2024 • Advances in Neural Information Processing Systems • 37:
Xu X, Wang S, Foo CS, Low BKH, Fanti G

Conference

Improving the Training of Rectified Flows

2024 • Advances in Neural Information Processing Systems • 37:
Lee S, Lin Z, Fanti G

Journal Article

Message from the TPC Co-Chairs

2024 • Sigmetrics Performance 2024 Abstracts of the 2024 ACM Sigmetrics IFIP Performance Joint International Conference on Measurement and Modeling of Computer Systems • v
Ciucu F, Fanti G, Righter R