Shirong Xu

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Data Generation

Differential Privacy

Privacy Preservation

Top Venues

Trans. Mach. Learn. Res.

Publications

Lan Tao, Shirong Xu, Chi-Hua Wang, Namjoon Suh, Guang Cheng
Discriminative Estimation of Total Variation Distance: A Fidelity Auditor for Generative Data. CoRR (2024)
Namjoon Suh, Yuning Yang, Din-Yin Hsieh, Qitong Luan, Shirong Xu, Shixiang Zhu, Guang Cheng
TimeAutoDiff: Combining Autoencoder and Diffusion model for time series tabular data synthesizing. CoRR (2024)
Yaoming Zhen, Shirong Xu, Junhui Wang
Consistent community detection in multi-layer networks with heterogeneous differential privacy. CoRR (2024)
Shirong Xu, Will Wei Sun, Guang Cheng
Rate-Optimal Rank Aggregation with Private Pairwise Rankings. CoRR (2024)
Shirong Xu, Chendi Wang, Will Wei Sun, Guang Cheng
Binary Classification under Local Label Differential Privacy Using Randomized Response Mechanisms. Trans. Mach. Learn. Res. 2023 (2023)
Shirong Xu, Will Wei Sun, Guang Cheng
Utility Theory of Synthetic Data Generation. CoRR (2023)
Shirong Xu, Will Wei Sun, Guang Cheng
Ranking Differential Privacy. CoRR (2023)