Din-Yin Hsieh

According to our database, Din-Yin Hsieh authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

TimeAutoDiff: A Unified Framework for Generation, Imputation, Forecasting, and Time-Varying Metadata Conditioning of Heterogeneous Time Series Tabular Data.

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

Trans. Mach. Learn. Res., 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

Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective.

Din-Yin Hsieh, Chi-Hua Wang, Guang Cheng

CoRR, 2024

2023

AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizing.

Namjoon Suh, Xiaofeng Lin, Din-Yin Hsieh, Merhdad Honarkhah, Guang Cheng

CoRR, 2023