Spatio-Temporal Decoupling Network with Frequency Domain Enhancement for Traffic Forecasting

FairDAM: Fair Recommendation via Degree-Aware Masking and Graph Contrastive Learning

A Structure Prior Injection and Complementary Refinement Network for Cross-Domain Polyp Segmentation

MIPformer: A Multiscale Identity-Fused Pyramid Transformer with Consistency Learning for EEG-Based Alzheimer's Disease Classification

Graph-Based Latent State Modeling for Artifact-Robust Cross-Subject EEG Emotion Recognition

MCT-Net: Multi-task Clustering Transformer for Lightweight 3D Abdominal Multi-organ CT Segmentation

SSM-DTNet: Semi-supervised Mamba Network with Dual Heterogeneous Teachers for Medical Image Segmentation

Fine-Grained Pose-Guided Video Synthesis via Motion Capture and Skeleton Maps

STENformer: Spatio-Temporal Enhanced Transformer for Traffic Forecasting

GDSI-Net: Gated Dynamic-Static Collaborative Upsampling and Dual-Domain Global Injection for Medical Image Segmentation

GSAN: Geospatially Adaptive Network for PM2.5 Prediction

scMoSAT: A Semi-Supervised Transformer Framework for Cross-Modal Cell Type Annotation