Guishen Wang

According to our database, Guishen Wang authored at least 20 papers between 2015 and 2026.

Collaborative distances:

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

2026

MML-DTI: Multimanifold Learning with Hyperbolic Graph Neural Networks for Enhanced Drug-Target Interaction Prediction.

Haotian Guan, Tian Bai, Chuande Yang, Tao Zhang, Han Wang, Guishen Wang

J. Chem. Inf. Model., 2026

A hybrid transformer network with residual-like connections for medical image segmentation.

Yuncong Feng, Bo Sun, Xiaoli Zhang, Xiaotang Zhou, Guishen Wang, Huimin Lu

Appl. Soft Comput., 2026

2025

Medical Graph Diffusion: Hybrid Graph Diffusion With Heterogeneous Graph Convolutional Networks for Medical Text Classification.

Guishen Wang, Shengnan Li, Keshuang Liu, Xiaowen Hu, Chen Cao

IEEE J. Biomed. Health Informatics, November, 2025

MMDDI-SSE: A Novel Multi-Modal Feature Fusion Model With Static Subgraph Embedding for Drug-Drug Interaction Event Prediction.

Guishen Wang, Honghan Chen, Handan Wang, Hairong Gao, Xiaowen Hu, Chen Cao

IEEE J. Biomed. Health Informatics, August, 2025

MMPD-DTA: Integrating Multi-Modal Deep Learning with Pocket-Drug Graphs for Drug-Target Binding Affinity Prediction.

Guishen Wang, Hangchen Zhang, Mengting Shao, Shisen Sun, Chen Cao

J. Chem. Inf. Model., 2025

Heterogeneous Graph Contrastive Learning with Graph Diffusion for Drug Repositioning.

Guishen Wang, Honghan Chen, Handan Wang, Yuyouqiang Fu, Caiye Shi, Chen Cao, Xiaowen Hu

J. Chem. Inf. Model., 2025

BiRNN-DDI: A Drug-Drug Interaction Event Type Prediction Model Based on Bidirectional Recurrent Neural Network and Graph2Seq Representation.

Guishen Wang, Hui Feng, Chen Cao

J. Comput. Biol., 2025

DTI-BGCGCN: A novel bipartite graph-based cluster graph convolutional network for drug-target interaction prediction in modern and traditional chinese medicine.

Hongmei Wang, Ming Xu, Zhitong Guo, Guilin You, Guishen Wang, Chen Cao, Xiaowen Hu

Comput. Biol. Chem., 2025

MMDDI-GDSS: Multi-Modal Feature Fusion Drug-Drug Interaction Event Prediction Model.

Guishen Wang, Handan Wang, Honghan Chen, Chen Cao, Xiaowen Hu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

TransFusionDR: A Framework for Drug Repositioning via Contrastive and High-Order Feature Fusion with Transformers.

Guishen Wang, Hui Feng, Honghan Chen, Zhitong Guo, Chen Cao, Xiaoxuan Gong

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

DeepTGIN: a novel hybrid multimodal approach using transformers and graph isomorphism networks for protein-ligand binding affinity prediction.

Guishen Wang, Hangchen Zhang, Mengting Shao, Yuncong Feng, Chen Cao, Xiaowen Hu

J. Cheminformatics, December, 2024

EHR-HGCN: An Enhanced Hybrid Approach for Text Classification Using Heterogeneous Graph Convolutional Networks in Electronic Health Records.

Guishen Wang, Xiaoxue Lou, Fang Guo, Devin Kwok, Chen Cao

IEEE J. Biomed. Health Informatics, March, 2024

Multimodal Representation Learning via Graph Isomorphism Network for Toxicity Multitask Learning.

Guishen Wang, Hui Feng, Mengyan Du, Yuncong Feng, Chen Cao

J. Chem. Inf. Model., 2024

MMDDI-MGPFF: Multi-Modal Drug Representation Learning with Molecular Graph and Pharmacological Feature Fusion for Drug-Drug Interaction Event Prediction.

Guishen Wang, Zhitong Guo, Guilin You, Ming Xu, Chen Cao, Xiaowen Hu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Fusing sentiment knowledge and inter-aspect dependency based on gated mechanism for aspect-level sentiment classification.

Yu Han, Xiaotang Zhou, Guishen Wang, Yuncong Feng, Hui Zhao, Junhua Wang

Neurocomputing, September, 2023

Medical image fusion using bilateral texture filtering.

Yuncong Feng, Jie Wu, Xiaohan Hu, Wenjuan Zhang, Guishen Wang, Xiaotang Zhou, Xiaoli Zhang

Biomed. Signal Process. Control., August, 2023

A Novel Drug-Drug Interaction Prediction Model Based on Line Subgraph Generation Strategy.

Tian Bai, Chu Li, Xinyue Peng, Haotian Guan, Zefan Zhang, Guishen Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

A novel method for drug-target interaction prediction based on graph transformers model.

Hongmei Wang, Fang Guo, Mengyan Du, Guishen Wang, Chen Cao

BMC Bioinform., 2022

2021

An Interval Iteration Based Multilevel Thresholding Algorithm for Brain MR Image Segmentation.

Yuncong Feng, Wanru Liu, Xiaoli Zhang, Zhicheng Liu, Yunfei Liu, Guishen Wang

Entropy, 2021

2015

Link Similarity Reveals Multiscale Link Communities.

Guishen Wang, Lan Huang

Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015