An SG-CIM Model Table Classification Method Based on Multi Feature Semantic Recognition Technology. - Pengyu Zhang; Chunmei Wang; Baocong Hao; Wenhui Hu; Xueyang Liu; Lizhuang Sun (SmartCom, 2021)

ASRC:A Knowledge Graph Relation Construction Model based on Active Learning and Semantic Recognition. - Lizhuang Sun; Wenhui Hu; Kehui Xu; Yuhang Chen; Qidong Sun; Jiaxi Wang (IEEE Big Data, 2022)

Predicting Relations in SG-CIM Model Based on Graph Structure and Semantic Information. - Pengyu Zhang; Yufei Li; Xinliang Ge; Wenhui Hu; Lizhuang Sun; Xueyang Liu (BigDataSecurity/HPSC/IDS, 2022)

Few-Shot Learning for Medical Numerical Understanding Based on Machine Reading Comprehension. - Xiaodong Zeng; Wenhui Hu; Xueyang Liu; Yuhang Chen; Wenyu Shao; Lizhuang Sun (SmartCom, 2022)

SG-RC: SG-CIM Grid Knowledge Graph Relationship Complementation Model Based on Entropy Uncertainty and Semantic Recognition. - Pengyu Zhang; Shijie Gao; Yi Shen; Shiyu Yang; Lizhuang Sun (BigDataSecurity/HPSC/IDS, 2023)

SF-GPT: A training-free method to enhance capabilities for knowledge graph construction in LLMs. - Lizhuang Sun; Peng Zhang; Fang Gao; Yuan An; Zhixing Li; Yuanwei Zhao (Neurocomputing, 2025)