Generative Semantic Modeling for Structured Data Source with Large Language Model. - Ningpei Ding; Wolfgang Mayer; Yilin Geng; Yucong Duan; Zaiwen Feng (HPCC/DSS/SmartCity/DependSys, 2023)

A Reinforcement Learning-Based Approach for Continuous Knowledge Graph Construction. - Jiao Luo; Yitao Zhang; Ying Wang; Wolfgang Mayer; Ningpei Ding; Xiaoxia Li; Yuan Quan; Debo Cheng; Hong-Yu Zhang; Zaiwen Feng (KSEM (4), 2023)

ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources. - Shuting Yang; Zehui Liu; Wolfgang Mayer; Ningpei Ding; Ying Wang; Yu Huang; Pengfei Wu; Wanli Li; Lin Li; Hong-Yu Zhang; Zaiwen Feng (WISE (4), 2024)

Knowledge prompt chaining for semantic modeling. - Ningpei Ding; Jingge Du; Zaiwen Feng (CoRR, 2025)