HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing. - Yanzhao Zheng; Haibin Wang; Baohua Dong; Xingjun Wang; Changshan Li (ACL (Findings), 2022)

GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection. - Xu Chen; Qiu Qiu; Changshan Li; Kunqing Xie (SIGIR, 2022)

Enhancing brain image quality with 3D U-net for stripe removal in light sheet fluorescence microscopy. - Changshan Li; Youqi Li; Hu Zhao; Liya Ding (Brain Informatics, 2024)

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model. - Chengze Zhang; Changshan Li; Shiyang Gao (CoRR, 2025)