2026-03-25 Inferring signaling pathway abnormalities from histopathological images via logic-constrained gene-pathway heterogeneous knowledge graph
2026-03-23 A security-oriented four-factor spatio-temporal framework for assessing and mitigating traffic congestion risks
2026-03-16 Predicting and interpreting cell-type-specific drug responses in the small-data regime using inductive priors
2026-03-09 Towards cross-domain few-shot modulation classification: a feature transformation graph neural network approach
2026-03-02 iGraphCTC: an inter-connected graph convolutional network for comprehensive clinical trial collaborations
2026-03-02 Encoding functional edges in graphs to model spatially varying relationships in the tumor microenvironment
2026-02-20 Visual information identification and Q&A of intangible cultural heritage inheritors by using enhanced Graph-Retrieval framework
2026-02-17 R-GAT: cancer document classification leveraging graph-based residual network for scenarios with limited data
2026-02-16 Coupled modular simplicial graph neural network with snow ablation optimization for real-time fraud detection in payment systems
2026-02-14 Graph-enhanced clustering of late modern churches via multi-dimensional semantic feature integration
2026-02-13 Temporal influence maximization via continuous-time graph neural networks and deep reinforcement learning
2026-02-11 A physics-informed graph neural network to approximate docking-based binding affinity for DYRK2 in Alzheimer’s drug repurposing
2026-02-11 Heterogeneous graph neural networks reveal molecular mechanisms of folate deficiency in placental insufficiency through multiomics integration
2026-02-04 PGSFormer: traffic flow prediction based on joint optimization of progressive graph convolutional networks with subseries transformer
2026-02-04 Scientific reports multi relational dual attention graph transformer for fine grained sentiment analysis
2026-02-02 Spatiotemporal heterogeneity-aware meta-parameter interaction learning for traffic flow forecasting
2026-02-02 Deep neural network-based coupling model of inter-organizational knowledge flow and agent collaborative decision-making
2026-01-30 Research on inter-well connectivity in CO2 flooding based on long short-term memory graph attention network
2026-01-30 Physics-guided GNN-transformer model for multi-scale fatigue life prediction of concrete track slabs in high-speed railways
2026-01-30 Dynamic graph convolution with comprehensive pruning and GNN classification for precise lymph node metastasis detection
2026-01-30 Intelligent decision-making for mine ventilation systems based on graph neural network and deep reinforcement learning fusion
2026-01-29 Machine learning models for drug-drug interaction prediction from computational discovery to clinical application
2026-01-27 Multitask optimization and convergence stability with hierarchical feature learning for self guided optimization
2026-01-27 Optimization based load forecasting and demand management in smart building microgrids with Greylag Goose and Bi level graph models
2026-01-24 Collaborative representation and confidence-driven semi-supervised learning for hyperspectral image classification
2026-01-20 A channel water temperature prediction method based on transfer learning and spatial-temporal graph neural networks
2026-01-17 A multi-agent reinforcement learning scheduling algorithm integrating state graph and task graph structural modeling for ride-sharing dispatching
2026-01-17 Innovative application of a traffic-prediction spatio-temporal graph convolutional network for dengue disease forecasting