Text to Image Synthesis With Bidirectional Generative Adversarial Network. - Zixu Wang; Zhe Quan; Zhi-Jie Wang 009; Xinjian Hu; Yangyang Chen 006 (ICME, 2020)

Deep generative model for drug design from protein target sequence. - Yangyang Chen 006; Zixu Wang; Lei Wang; Jianmin Wang 016; Pengyong Li; Dongsheng Cao 001; Xiangxiang Zeng; Xiucai Ye; Tetsuya Sakurai (J. Cheminformatics, 2023)

CyclePermea: Membrane Permeability Prediction of Cyclic Peptides with a Multi-Loss Fusion Network. - Zixu Wang; Yangyang Chen 006; Xiucai Ye; Tetsuya Sakurai (IJCNN, 2024)

TransMA: an explainable multi-modal deep learning model for predicting properties of ionizable lipid nanoparticles in mRNA delivery. - Kun Wu; Zixu Wang; Xiulong Yang; Yangyang Chen 006; Zhenqi Han; Jialu Zhang; Lizhuang Liu (CoRR, 2024)

A deep learning approach for rational ligand generation with toxicity control via reactive building blocks. - Pengyong Li; Kaihao Zhang; Tianxiao Liu; Ruiqiang Lu; Yangyang Chen 006; Xiaojun Yao; Lin Gao; Xiangxiang Zeng (Nat. Comput. Sci., 2024)

Interface-aware molecular generative framework for protein-protein interaction modulators. - Jianmin Wang 016; Jiashun Mao; Chunyan Li 002; Hongxin Xiang; Xun Wang 010; Shuang Wang; Zixu Wang; Yangyang Chen 006; Yuquan Li; Kyoung Tai No; Tao Song 001; Xiangxiang Zeng (J. Cheminformatics, 2024)

TransMA: an explainable multi-modal deep learning model for predicting properties of ionizable lipid nanoparticles in mRNA delivery. - Kun Wu; Zixu Wang; Xiulong Yang; Yangyang Chen 006; Fulvio Mastrogiovanni; Jialu Zhang; Lizhuang Liu (Briefings Bioinform., 2025)

Image-based generation for molecule design with SketchMol. - Zixu Wang; Yangyang Chen 006; Pengsen Ma; Zhou Yu; Jianmin Wang 016; Yuansheng Liu; Xiucai Ye; Tetsuya Sakurai; Xiangxiang Zeng (Nat. Mac. Intell., 2025)