Lin-Xuan Hou

According to our database, Lin-Xuan Hou authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

MRGCDDI: Multi-Relation Graph Contrastive Learning Without Data Augmentation for Drug-Drug Interaction Events Prediction.

Yu Li, Lin-Xuan Hou, Zhu-Hong You, Yang Yuan, Cheng-Gang Mi, Yu-An Huang, Hai-Cheng Yi

IEEE J. Biomed. Health Informatics, February, 2026

2025

MOLGAECL: Molecular Graph Contrastive Learning via Graph Auto-Encoder Pretraining and Fine-Tuning Based on Drug-Drug Interaction Prediction.

Yu Li, Lin-Xuan Hou, Hai-Cheng Yi, Zhu-Hong You, Shi-Hong Chen, Jia Zheng, Yang Yuan, Cheng-Gang Mi

J. Chem. Inf. Model., 2025

2024

Integrated Knowledge Graph and Drug Molecular Graph Fusion via Adversarial Networks for Drug-Drug Interaction Prediction.

Yu Li, Zhu-Hong You, Yang Yuan, Cheng-Gang Mi, Yu-An Huang, Hai-Cheng Yi, Lin-Xuan Hou

J. Chem. Inf. Model., 2024

MathEagle: Accurate prediction of drug-drug interaction events via multi-head attention and heterogeneous attribute graph learning.

Lin-Xuan Hou, Hai-Cheng Yi, Zhu-Hong You, Shi-Hong Chen, Jia Zheng, Chee Keong Kwoh

Comput. Biol. Medicine, 2024