Neural-Symbolic Reasoning with External Knowledge for Machine Reading Comprehension. - Yilin Duan; Sijia Zhou; Xiaoyue Peng; Xiaojun Kang; Hong Yao (ICONIP (11), 2023)

A Clustering-Oriented Method for Open-Domain Named Entity Recognition. - Jiahui Li; Diange Zhou; Yilin Duan; Xinchuan Li; Hong Yao (CCGrid, 2024)

CEDG-GeoQA: Knowledge base question answering for the geoscience domain via Chinese entity description graph. - Lai Wei; Qinghua Lu 004; Yilin Duan; Hong Yao; Xiaojun Kang (Earth Sci. Informatics, 2024)

Incorporating hydrological constraints with deep learning for streamflow prediction. - Yi Zhou; Yilin Duan; Hong Yao; Xinchuan Li; Shengwen Li (Expert Syst. Appl., 2025)

HGeoKG: A Hierarchical Geographic Knowledge Graph for Geographic Knowledge Reasoning. - Tailong Li; Renyao Chen; Yilin Duan; Hong Yao; Shengwen Li; Xinchuan Li (ISPRS Int. J. Geo Inf., 2025)

Open-world semi-supervised relation extraction. - Diange Zhou; Yilin Duan; Shengwen Li; Hong Yao (Neural Networks, 2025)