5 citations · 6 across the 5 of their papers we have counts for
5 papers
HiGNN: Hierarchical Informative Graph Neural Networks for Molecular Property Prediction Equipped with Feature-Wise Attention
Weimin Zhu, Yi Zhang, DuanCheng Zhao +2
Elucidating and accurately predicting the druggability and bioactivities of molecules plays a pivotal role in drug design and discovery and remains an open challenge. Recently, gra…
SemanticAxis: Exploring Multi-attribute Data by Semantics Construction and Ranking Analysis
Zeyu Li, Changhong Zhang, Yi Zhang +1
Mining the distribution of features and sorting items by combined attributes are two common tasks in exploring and understanding multi-attribute (or multivariate) data. Up to now,…
Fine-Tuning BERT for Automatic ADME Semantic Labeling in FDA Drug Labeling to Enhance Product-Specific Guidance Assessment
Yiwen Shi, Jing Wang, Ping Ren +4
Product-specific guidances (PSGs) recommended by the United States Food and Drug Administration (FDA) are instrumental to promote and guide generic drug product development. To ass…
Markov Processes with Restart
Konstantin Avrachenkov, Alexei Piunovskiy, Zhang Yi
We consider a general honest homogeneous continuous-time Markov process with restarts. The process is forced to restart from a given distribution at time moments generated by an in…
Optimizing I/O for Big Array Analytics
Yi Zhang, Jun Yang
Big array analytics is becoming indispensable in answering important scientific and business questions. Most analysis tasks consist of multiple steps, each making one or multiple p…