Fusing Geometric and Scene Information for Cross-View Geo-Localization. - Siyuan Guo 002; Tianying Liu; Wengen Li; Jihong Guan; Shuigeng Zhou (CIKM, 2022)

Diffusing on Two Levels and Optimizing for Multiple Properties: A Novel Approach to Generating Molecules With Desirable Properties. - Siyuan Guo 002; Jihong Guan; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

M3-20M: A large-scale multi-modal molecule dataset for AI-driven drug design and discovery. - Siyuan Guo 002; Lexuan Wang; Chang Jin; Jinxian Wang; Han Peng; Huayang Shi; Wengen Li; Jihong Guan; Shuigeng Zhou (J. Bioinform. Comput. Biol., 2025)

Effective and Explainable Molecular Property Prediction by Chain-of-Thought Enabled Large Language Models and Multi-Modal Molecular Information Fusion. - Chang Jin; Siyuan Guo 002; Shuigeng Zhou; Jihong Guan (J. Chem. Inf. Model., 2025)