Boyan Niu

According to our database, Boyan Niu authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

TiInsight: A SQL-based Automated Exploratory Data Analysis System through Large Language Models.

Jun-Peng Zhu, Boyan Niu, Peng Cai, Zheming Ni, Kai Xu, Jiajun Huang, Shengbo Ma, Bing Wang, Xuan Zhou, Guanglei Bao, Donghui Zhang, Liu Tang, Qi Liu

Proceedings of the Companion of the International Conference on Management of Data, 2026

2025

Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models.

Jun-Peng Zhu, Boyan Niu, Peng Cai, Zheming Ni, Jianwei Wan, Kai Xu, Jiajun Huang, Shengbo Ma, Bing Wang, Xuan Zhou, Guanglei Bao, Donghui Zhang, Liu Tang, Qi Liu

Proc. VLDB Endow., August, 2025

2024

Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models.

Jun-Peng Zhu, Boyan Niu, Peng Cai, Zheming Ni, Jianwei Wan, Kai Xu, Jiajun Huang, Shengbo Ma, Bing Wang, Xuan Zhou, Guanglei Bao, Donghui Zhang, Liu Tang, Qi Liu

CoRR, 2024

Chat2Query: A Zero-Shot Automatic Exploratory Data Analysis System with Large Language Models.

Jun-Peng Zhu, Peng Cai, Boyan Niu, Zheming Ni, Kai Xu, Jiajun Huang, Jianwei Wan, Shengbo Ma, Bing Wang, Donghui Zhang, Liu Tang, Qi Liu

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024