Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction

no code implementations • 31 May 2023 • Wenting Ye, Chen Li, Yang Xie, Wen Zhang, Hong-Yu Zhang, Bowen Wang, Debo Cheng, Zaiwen Feng

Identifying and discovering drug-target interactions(DTIs) are vital steps in drug discovery and development.

Drug Discovery Knowledge Graph Embedding +2

A Transformer-Based Substitute Recommendation Model Incorporating Weakly Supervised Customer Behavior Data

no code implementations • 4 Nov 2022 • Wenting Ye, Hongfei Yang, Shuai Zhao, Haoyang Fang, Xingjian Shi, Naveen Neppalli

The substitute-based recommendation is widely used in E-commerce to provide better alternatives to customers.

A Sparse Graph-Structured Lasso Mixed Model for Genetic Association with Confounding Correction

1 code implementation • 11 Nov 2017 • Wenting Ye, Xiang Liu, Tianwei Yue, Wenping Wang

We proposed the sparse graph-structured linear mixed model (sGLMM) that can incorporate the relatedness information from traits in a dataset with confounding correction.