LLM-Guided Label Propagation with Hypergraph for Drug Repurposing

Topology-aware Contrastive Learning for Spatially Variable Gene identification

HyperPMT: MHC-Peptide-TCR Binding Prediction via UniGAT-based Hypergraph Neural Network

GCNFormer: Trustworthy Multi-Omics Integration Method Using Global-Local Graph Transformer for Patient Classification

SLdGNN: Synthetic Lethality Prediction based on Multi-Source Data and Dual-Graph Neural Networks

Gated Transformer-Enhanced Graph Collaborative Learning Framework for circRNA–miRNA Interaction Prediction

scCapsZB: Coordinated Distribution and Structural Modeling for scRNA-seq Clustering

A Representation Learning Framework for CircRNA-Disease Association Prediction Based on Symmetric Convolutional Networks

Side Effect Aware Multi-Source Representation Learning for Drug-Drug Interaction Prediction

GCA-Net: Gaussian Prior Context Aggregation Network for Echocardiogram-Based Aortic Stenosis Diagnosis