Small-Molecule Conformer Generators: Evaluation of Traditional Methods and AI Models on High-Quality Data Sets. - Wang, Zhe; Zhong, Haiyang; Zhang, Jintu; Pan, Peichen; Wang, Dong; Liu, Huanxiang; Yao, Xiaojun; Hou, Tingjun; Kang, Yu (J. Chem. Inf. Model., 2023)

Scene-Level Matching Between Remote Sensing Optical and SAR Images. - Zhong, Haiyang; Yan, Yiming; Gu, Guihua; Su, Nan; Zhang, Hongzhe (2023)

Can machine learning consistently improve the scoring power of classical scoring functions? Insights into the role of machine learning in scoring functions. - Shen, Chao; Hu, Ye; Wang, Zhe; Zhang, Xujun; Zhong, Haiyang; Wang, Gaoang; Yao, Xiaojun; Xu, Lei; Cao, Dong-Sheng; Hou, Tingjun (Briefings Bioinform., 2021)

Beware of the generic machine learning-based scoring functions in structure-based virtual screening. - Shen, Chao; Hu, Ye; Wang, Zhe; Zhang, Xujun; Pang, Jinping; Wang, Gaoang; Zhong, Haiyang; Xu, Lei; Cao, Dong-Sheng; Hou, Tingjun (Briefings Bioinform., 2021)

The impact of cross-docked poses on performance of machine learning classifier for protein-ligand binding pose prediction. - Shen, Chao; Hu, Xueping; Gao, Junbo; Zhang, Xujun; Zhong, Haiyang; Wang, Zhe; Xu, Lei; Kang, Yu; Cao, Dong-Sheng; Hou, Tingjun (J. Cheminformatics, 2021)