Zongyu Dai

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Multiple Imputation

Top Venues

Stat. Anal. Data Min.

Publications

Zongyu Dai, Emily J. Getzen, Qi Long
SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data. AISTATS (2024)
Changgee Chang, Zongyu Dai, Jihwan Oh, Qi Long
Integrative learning of structured high-dimensional data from multiple datasets. Stat. Anal. Data Min. 16 (2) (2023)
Zhiqi Bu, Zongyu Dai, Yiliang Zhang, Qi Long
MISNN: Multiple Imputation via Semi-parametric Neural Networks. CoRR (2023)
Zhiqi Bu, Zongyu Dai, Yiliang Zhang, Qi Long
MISNN: Multiple Imputation via Semi-parametric Neural Networks. PAKDD (1) (2023)
Zhiqi Bu, Hua Wang, Zongyu Dai, Qi Long
On the Convergence and Calibration of Deep Learning with Differential Privacy. Trans. Mach. Learn. Res. 2023 (2023)
Zongyu Dai, Zhiqi Bu, Qi Long
Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data. CoRR (2022)
Zongyu Dai, Zhiqi Bu, Qi Long
Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data. ACML (2022)
Zongyu Dai, Zhiqi Bu, Qi Long
Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems. CoRR (2021)
Zongyu Dai, Zhiqi Bu, Qi Long
Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems. ICMLA (2021)