Ben Liao

Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models

Dejun Jiang, Chang‐Yu Hsieh, Guangyong Chen et al. · Journal of Cheminformatics · 2021 · 623 citations · Full text

Pharmacy, Medicinal Chemistry, Drug Design +16

InteractionGraphNet: A Novel and Efficient Deep Graph Representation Learning Framework for Accurate Protein–Ligand Interaction Predictions

Dejun Jiang, Chang‐Yu Hsieh, Yu Kang et al. · Journal of Medicinal Chemistry · 2021 · 248 citations

Pharmacy, Bioinformatics, Medicinal Chemistry +17

Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning

Yaodong Yang, Jianye Hao, Ben Liao et al. · arXiv (Cornell University) · 2020 · 108 citations · Full text

Computing, Autonomous Systems, Computer Science +15

Hyperbolic relational graph convolution networks plus: a simple but highly efficient QSAR-modeling method

Dejun Jiang, Chang‐Yu Hsieh, Guangyong Chen et al. · Briefings in Bioinformatics · 2021 · 68 citations

Pharmacy, Chemistry, Medicinal Chemistry +15

Could Graph Neural Networks Learn Better Molecular Representation for Drug Discovery? A Comparison Study of Descriptor-based and Graph-based Models

Dejun Jiang, Zhenxing Wu, Chang‐Yu Hsieh et al. · Research Square · 2020 · 58 citations · Full text

Pharmacy, Medicinal Chemistry, Drug Design +16