Ziqiao Zhang

Effective drug–target interaction prediction with mutual interaction neural network

Fei Li, Ziqiao Zhang, Jihong Guan et al. · Bioinformatics · 2022 · 82 citations · Full text

Pharmacy, Pharmacology, Drug Design +16

FraGAT: a fragment-oriented multi-scale graph attention model for molecular property prediction

Ziqiao Zhang, Jihong Guan, Shuigeng Zhou · Bioinformatics · 2021 · 77 citations · Full text

Pharmacy, Chemistry, Computational Chemistry +14

TOP: A deep mixture representation learning method for boosting molecular toxicity prediction

Yuzhong Peng, Ziqiao Zhang, Qizhi Jiang et al. · Methods · 2020 · 42 citations

Pharmacy, Medicinal Chemistry, Toxicology +11

Self-supervised learning with chemistry-aware fragmentation for effective molecular property prediction

Ailin Xie, Ziqiao Zhang, Jihong Guan et al. · Briefings in Bioinformatics · 2023 · 17 citations

Natural Sciences, Chemistry, Computational Chemistry +16

Can Pretrained Models Really Learn Better Molecular Representations for AI-Aided Drug Discovery?

Ziqiao Zhang, Yatao Bian, Ailin Xie et al. · Journal of Chemical Information and Modeling · 2023 · 13 citations · Full text

Pharmacy, Medicinal Chemistry, Computational Medicinal Chemistry +13