Jun-Peng Zhu

According to our database, Jun-Peng Zhu authored at least 5 papers in 2024.

Collaborative distances:

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

2024

AutoTQA: Towards Autonomous Tabular Question Answering through Multi-Agent Large Language Models.

Jun-Peng Zhu, Peng Cai, Kai Xu, Li Li, Yishen Sun, Shuai Zhou, Haihuang Su, Liu Tang, Qi Liu

Proc. VLDB Endow., August, 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

Log Replaying for Real-Time HTAP: An Adaptive Epoch-Based Two-Stage Framework.

Jun-Peng Zhu, Zhiwei Ye, Peng Cai, Donghui Wang, Fengyan Zhang, Dunbo Cai, Ling Qian

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

MODT: Multi-Objective Database Tuner Using Hierarchical Reinforcement Learning.

Kecheng Luo, Jun-Peng Zhu, Peng Cai, Aoying Zhou

Proceedings of the Database Systems for Advanced Applications, 2024