作者位次 #2/6SIGIR 2026Oral· Information Retrieval (Full)
SynDiSC: High-Quality Tabular Data Synthesis with Distributional and Semantic Consistency
Fan Wu · Haoye Pan · Hao Wu · Kai Qian · Shucheng Li · Feng Lyu
摘要
Synthesizing high-quality tabular data is essential for privacy-preserving data analysis. However, this task remains challenging due to two key factors: (1) distribution complexity : imbalanced and skewed data make it challenging to learn the data distribution accurately; and (2) semantic coheren...