Zhenning Yang — accepted AI-conference papers

2025

SQUiD: Synthesizing Relational Databases from Unstructured Text

Mushtari Sadia, Zhenning Yang, Yunming Xiao, Ang Chen, Amrita Roy Chowdhury

EMNLP 2025

Relational databases are central to modern data management, yet most data exists in unstructured forms like text documents. To bridge this gap, we leverage large language models (LLMs) to automatically synthesize a relational database by generating its schema and populating its tables from raw text.

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2020

Conditional Gaussian Distribution Learning for Open Set Recognition

Xin Sun, Zhenning Yang, Chi Zhang, Keck-Voon Ling, Guohao Peng

CVPR 2020poster

Deep neural networks have achieved state-of-the-art performance in a wide range of recognition/classification tasks. However, when applying deep learning to real-world applications, there are still multiple challenges. A typical challenge is that unknown samples may be fed into the system during the…

Cited by 329 PDF ↗Scholar ↗