Youran Zhou

12 papers A 3Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Developing robust methods to handle missing data in real-world applications effectively. CoRR Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal
2025	A	`conf`	HI-PMK: A Data-Dependent Kernel for Incomplete Heterogeneous Data Representation. ECAI Youran Zhou, Mohamed Reda Bouadjenek, Jonathan R. Wells, Sunil Aryal
2025	J	`jnl`	Handling Incomplete Heterogeneous Data using a Data-Dependent Kernel. CoRR Youran Zhou, Mohamed Reda Bouadjenek, Jonathan R. Wells, Sunil Aryal
2025	J	`jnl`	IVGAE: Handling Incomplete Heterogeneous Data with a Variational Graph Autoencoder. CoRR Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal
2025	A	`conf`	MissDDIM: Deterministic and Efficient Conditional Diffusion for Tabular Data Imputation. CIKM Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal
2025	J	`jnl`	MissDDIM: Deterministic and Efficient Conditional Diffusion for Tabular Data Imputation. CoRR Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal
2025	J	`jnl`	MissHDD: Hybrid Deterministic Diffusion for Hetrogeneous Incomplete Data Imputation. CoRR Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal
2025	J	`jnl`	MissMecha: An All-in-One Python Package for Studying Missing Data Mechanisms. CoRR Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal
2025	J	`jnl`	Synthesizing Tabular Data Using Selectivity Enhanced Generative Adversarial Networks. CoRR Youran Zhou, Jianzhong Qi
2025	A	`conf`	Toward Robust Machine Learning under Diverse Incomplete Data Mechanisms in Real-World Applications. CIKM Youran Zhou
2024	—	`conf`	Missing Data Imputation: Do Advanced ML/DL Techniques Outperform Traditional Approaches? ECML/PKDD (10) Youran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal
2024	J	`jnl`	Review for Handling Missing Data with special missing mechanism. CoRR Youran Zhou, Sunil Aryal, Mohamed Reda Bouadjenek