Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey. - Taojie Kuang; Pengfei Liu; Zhixiang Ren (Big Data Min. Anal., 2024)

3D-Mol: A Novel Contrastive Learning Framework for Molecular Property Prediction with 3D Information. - Taojie Kuang; Yiming Ren; Zhixiang Ren (Pattern Anal. Appl., 2024)

Concept-Driven Deep Learning for Enhanced Protein-Specific Molecular Generation. - Taojie Kuang; Qianli Ma; Athanasios V. Vasilakos; Yu Wang 003; Qiang Cheng 001; Zhixiang Ren (CoRR, 2025)