MGNDTI: A Drug-Target Interaction Prediction Framework Based on Multimodal Representation Learning and the Gating Mechanism. - Lihong Peng; Xin Liu 116; Min Chen 028; Wen Liao; Jiale Mao; Liqian Zhou (J. Chem. Inf. Model., 2024)

DO-GMA: An End-to-End Drug-Target Interaction Identification Framework with a Depthwise Overparameterized Convolutional Network and the Gated Multihead Attention Mechanism. - Lihong Peng; Jiale Mao; Guohua Huang; Guosheng Han; Xin Liu 116; Wen Liao; Geng Tian; Jialiang Yang (J. Chem. Inf. Model., 2025)

DTI-MvSCA: An Anti-Over-Smoothing Multi-View Framework With Negative Sample Selection for Predicting Drug-Target Interactions. - Lihong Peng; Zongzheng Bai; Longlong Liu; Long Yang; Xin Liu 116; Min Chen 028; Xing Chen 001 (IEEE J. Biomed. Health Informatics, 2025)

BINDTI: A Bi-Directional Intention Network for Drug-Target Interaction Identification Based on Attention Mechanisms. - Lihong Peng; Xin Liu 116; Long Yang; Longlong Liu; Zongzheng Bai; Min Chen 028; Xu Lu 002; Libo Nie (IEEE J. Biomed. Health Informatics, 2025)