Youran Zhou

According to our database, Youran Zhou authored at least 11 papers between 2024 and 2025.

Collaborative distances:

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

2025

IVGAE: Handling Incomplete Heterogeneous Data with a Variational Graph Autoencoder.

Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal

CoRR, November, 2025

MissHDD: Hybrid Deterministic Diffusion for Hetrogeneous Incomplete Data Imputation.

Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal

CoRR, November, 2025

MissMecha: An All-in-One Python Package for Studying Missing Data Mechanisms.

Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal

CoRR, August, 2025

Synthesizing Tabular Data Using Selectivity Enhanced Generative Adversarial Networks.

Youran Zhou, Jianzhong Qi

CoRR, February, 2025

Developing robust methods to handle missing data in real-world applications effectively.

Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal

CoRR, February, 2025

Handling Incomplete Heterogeneous Data using a Data-Dependent Kernel.

Youran Zhou, Mohamed Reda Bouadjenek, Jonathan R. Wells, Sunil Aryal

CoRR, January, 2025

HI-PMK: A Data-Dependent Kernel for Incomplete Heterogeneous Data Representation.

Youran Zhou, Mohamed Reda Bouadjenek, Jonathan R. Wells, Sunil Aryal

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

MissDDIM: Deterministic and Efficient Conditional Diffusion for Tabular Data Imputation.

Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Toward Robust Machine Learning under Diverse Incomplete Data Mechanisms in Real-World Applications.

Youran Zhou

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Review for Handling Missing Data with special missing mechanism.

Youran Zhou, Sunil Aryal, Mohamed Reda Bouadjenek

CoRR, 2024

Missing Data Imputation: Do Advanced ML/DL Techniques Outperform Traditional Approaches?

Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024