Zongyu Dai

According to our database, Zongyu Dai authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data.

Zongyu Dai, Emily J. Getzen, Qi Long

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Integrative learning of structured high-dimensional data from multiple datasets.

Changgee Chang, Zongyu Dai, Jihwan Oh, Qi Long

Stat. Anal. Data Min., April, 2023

On the Convergence and Calibration of Deep Learning with Differential Privacy.

Zhiqi Bu, Hua Wang, Zongyu Dai, Qi Long

Trans. Mach. Learn. Res., 2023

MISNN: Multiple Imputation via Semi-parametric Neural Networks.

Zhiqi Bu, Zongyu Dai, Yiliang Zhang, Qi Long

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022

Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data.

Zongyu Dai, Zhiqi Bu, Qi Long

Proceedings of the Asian Conference on Machine Learning, 2022

2021

Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems.

Zongyu Dai, Zhiqi Bu, Qi Long

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021