Shirong Xu

According to our database, Shirong Xu authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

When Less Is More: Binary Feedback Can Outperform Ordinal Comparisons in Ranking Recovery.

Shirong Xu, Jingnan Zhang, Junhui Wang

CoRR, July, 2025

A Probabilistic Perspective on Model Collapse.

Shirong Xu, Hengzhi He, Guang Cheng

CoRR, May, 2025

Golden Ratio Mixing of Real and Synthetic Data for Stabilizing Generative Model Training.

Hengzhi He, Shirong Xu, Guang Cheng

CoRR, February, 2025

2024

TimeAutoDiff: Combining Autoencoder and Diffusion model for time series tabular data synthesizing.

Namjoon Suh, Yuning Yang, Din-Yin Hsieh, Qitong Luan, Shirong Xu, Shixiang Zhu, Guang Cheng

CoRR, 2024

Consistent community detection in multi-layer networks with heterogeneous differential privacy.

Yaoming Zhen, Shirong Xu, Junhui Wang

CoRR, 2024

Discriminative Estimation of Total Variation Distance: A Fidelity Auditor for Generative Data.

Lan Tao, Shirong Xu, Chi-Hua Wang, Namjoon Suh, Guang Cheng

CoRR, 2024

Rate-Optimal Rank Aggregation with Private Pairwise Rankings.

Shirong Xu, Will Wei Sun, Guang Cheng

CoRR, 2024

2023

Binary Classification under Local Label Differential Privacy Using Randomized Response Mechanisms.

Shirong Xu, Chendi Wang, Will Wei Sun, Guang Cheng

Trans. Mach. Learn. Res., 2023

Utility Theory of Synthetic Data Generation.

Shirong Xu, Will Wei Sun, Guang Cheng

CoRR, 2023

Ranking Differential Privacy.

Shirong Xu, Will Wei Sun, Guang Cheng

CoRR, 2023