Multi-scale Time Based Stock Appreciation Ranking Prediction via Price Co-movement Discrimination. - Ruyao Xu; Dawei Cheng; Cen Chen 001; Siqiang Luo; Yifeng Luo; Weining Qian (DASFAA (3), 2022)

Leveraging enterprise knowledge graph to infer web events' influences via self-supervised learning. - Peng Zhu; Dawei Cheng; Siqiang Luo; Ruyao Xu; Yuqi Liang; Yifeng Luo (J. Web Semant., 2022)

Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding. - Taolin Zhang 001; Ruyao Xu; Chengyu Wang 001; Zhongjie Duan; Cen Chen 001; Minghui Qiu; Dawei Cheng; Xiaofeng He; Weining Qian (EMNLP, 2023)

Time series forecasting for financial futures based on de-stationarity and cross-product dependence. - Ruyao Xu; Shuxiao Chen; Mingjun Ma; Chenyu Wang; Zhongchen Miao (ICCPR, 2024)