1 code implementation • 16 Apr 2024 • Siqiao Xue, Danrui Qi, Caigao Jiang, Wenhui Shi, Fangyin Cheng, Keting Chen, Zhiping Zhang, Jianshan He, Hongyang Zhang, Ganglin Wei, Wang Zhao, Fan Zhou, Hong Yi, Shaodong Liu, Hongjun Yang, Faqiang Chen
The recent breakthroughs in large language models (LLMs) are positioned to transition many areas of software.
1 code implementation • 13 Mar 2024 • Danrui Qi, Jiannan Wang
Data standardization is a crucial part in data science life cycle.
1 code implementation • 11 Mar 2024 • Danrui Qi, Weiling Zheng, Jiannan Wang
To overcome this limitation, we propose FEATAUG, a new feature augmentation framework that automatically extracts predicate-aware SQL queries from one-to-many relationship tables.
1 code implementation • 4 Oct 2023 • Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
This observation enables us to extend a variety of HPO and NAS algorithms to solve the Auto-FP problem.