Giulia Fanti
17 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Conference Polyglot (6) π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Academic Marathon (9)
π
Renaissance Researcher
(9)
πΊοΈ
Taxonomy Completionist
(37)
π
Conference Polyglot
(6)
π
Grand Slam
π
Century Club
(17)
π
Trend Setter
ποΈ
Keyword Collector
(71)
Conferences
NIPS (5)
ICML (4)
ICLR (3)
AAAI (2)
AISTATS (2)
NSDI (1)
Top co-authors
Research topics
Keywords
generative adversarial network
(5)
network analysis
(2)
contrastive learning
(1)
semi-supervised learning
(1)
multi-task learning
(1)
image generation
(1)
text classification
(1)
distribution comparison
(1)
self-supervised learning
(1)
knowledge distillation
(1)
abusive language detection
(1)
conditional generation
(1)
flow matching
(1)
data valuation
(1)
model selection
(1)
sample efficiency
(1)
time series forecasting
(1)
maximum mean discrepancy
(1)
distribution testing
(1)
active learning
(1)
Papers
Private Federated Learning using Preference-Optimized Synthetic Data
ICML 2025
Truncated Consistency Models
ICLR 2025
Pacmann: Efficient Private Approximate Nearest Neighbor Search
ICLR 2025
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs
ICML 2024
Data Distribution Valuation
NIPS 2024
Improving the Training of Rectified Flows
NIPS 2024
Mixture-of-Linear-Experts for Long-term Time Series Forecasting
AISTATS 2024
FedChain: Chained Algorithms for Near-optimal Communication Cost in Federated Learning
ICLR 2022
RareGAN: Generating Samples for Rare Classes
AAAI 2022
On the Privacy Properties of GAN-generated Samples
AISTATS 2021
Why Spectral Normalization Stabilizes GANs: Analysis and Improvements
NIPS 2021
Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention
AAAI 2021
High Throughput Cryptocurrency Routing in Payment Channel Networks
NSDI 2020
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs
ICML 2020
PacGAN: The power of two samples in generative adversarial networks
NIPS 2018
Deanonymization in the Bitcoin P2P Network
NIPS 2017
Metadata-conscious anonymous messaging
ICML 2016