About Me
Hi! I am a Ph.D. candidate in Computer Science at the National University of Singapore, fortunately advised by Prof. Kian-Lee Tan. I study data-centric methods that advance data management, analytics, and the broader AI ecosystem. My recent work focuses on responsible data management (particularly robustness and fairness) and data preparation.
Publications
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Fair Data Pre-Processing with Imperfect Attribute Space
Ying Zheng, Yangfan Jiang, and Kian-Lee Tan
Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD), 2026 -
CausalPre: Scalable and Effective Data Pre-Processing for Causal Fairness
Ying Zheng, Yangfan Jiang, and Kian-Lee Tan
Proceedings of the IEEE International Conference on Data Engineering (ICDE), 2026 -
Sorting on Byte-Addressable Storage: The Resurgence of Tree Structure
Ying Zheng and Kian-Lee Tan
Proceedings of the International Conference on Very Large Data Bases (VLDB), 2024