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

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

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

Conference

PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs

2024 • Proceedings of Machine Learning Research • 235:19043-19061
Hou C, Shrivastava A, Zhan H, Conway R, Le T, Sagar A, Fanti G, Lazar D

Journal Article

Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity

2024 • Transactions on Machine Learning Research • 2024:
Hou C, Thekumparampil KK, Shavlovsky M, Fanti G, Dattatreya Y, Sanghavi S