Link Similarity Reveals Multiscale Link Communities. - Guishen Wang; Lan Huang (SOCO, 2015)

An Interval Iteration Based Multilevel Thresholding Algorithm for Brain MR Image Segmentation. - Yuncong Feng; Wanru Liu; Xiaoli Zhang 001; Zhicheng Liu; Yunfei Liu; Guishen Wang (Entropy, 2021)

A novel method for drug-target interaction prediction based on graph transformers model. - Hongmei Wang; Fang Guo; Mengyan Du; Guishen Wang; Chen Cao 002 (BMC Bioinform., 2022)

A Novel Drug-Drug Interaction Prediction Model Based on Line Subgraph Generation Strategy. - Tian Bai 002; Chu Li; Xinyue Peng; Haotian Guan; Zefan Zhang; Guishen Wang (BIBM, 2023)

Medical image fusion using bilateral texture filtering. - Yuncong Feng; Jie Wu; Xiaohan Hu; Wenjuan Zhang; Guishen Wang; Xiaotang Zhou; Xiaoli Zhang 001 (Biomed. Signal Process. Control., 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, 2023)

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 002; Xiaowen Hu (BIBM, 2024)

Multimodal Representation Learning via Graph Isomorphism Network for Toxicity Multitask Learning. - Guishen Wang; Hui Feng; Mengyan Du; Yuncong Feng; Chen Cao 002 (J. Chem. Inf. Model., 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 002 (IEEE J. Biomed. Health Informatics, 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 002; Xiaowen Hu (J. Cheminformatics, 2024)

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 002; Xiaowen Hu (Comput. Biol. Chem., 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 002 (J. Comput. Biol., 2025)

Heterogeneous Graph Contrastive Learning with Graph Diffusion for Drug Repositioning. - Guishen Wang; Honghan Chen; Handan Wang; Yuyouqiang Fu; Caiye Shi; Chen Cao 002; Xiaowen Hu (J. Chem. Inf. Model., 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 002 (J. Chem. Inf. Model., 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 002 (IEEE J. Biomed. Health Informatics, 2025)