Graph Neural Networks

Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation (Abstract Reprint) AAAI 2026 Semantic Derivative Flow: Graph-Guided Diffusion for Controllable Instance Interactions CVPR 2026 Semantic Guided Part Relation-aware Network for Point Cloud Completion AAAI 2026 Sentient: Detecting APTs via Capturing Indirect Dependencies and Behavioral Logic AAAI 2026 SFGA: Similarity-Constrained Fusion Learning for Unsupervised Anomaly Detection in Multiplex Graphs AAAI 2026 SGAT: Learning Feature Matching with Singularity-enhanced Graph Attention Network AAAI 2026 SGMT: Social Generating with Multiview-Guided Tuning In Recommender Systems AAAI 2026 Sheaf Graph Neural Networks via PAC-Bayes Spectral Optimization AAAI 2026 Sign-Aware Multimodal Graph Recommendation AAAI 2026 SimForce: Force and Surface Electromyography from Full Body Video with Graph Neural Nets WACV 2026 SIR: Structured Image Representations for Explainable Robot Learning CVPR 2026 Sketch3R: Rapid and Realistic 3D VR Sketch Creation to Shape Retrieval WACV 2026 Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs EACL 2026 SMART: A Surrogate Model for Predicting Application Runtime in Dragonfly Systems AAAI 2026 Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction AAAI 2026 Spatial Graph Attention Network Modeling for Neighborhood-Scale Lead Contamination Risk Prediction Using Publicly Available Data AAAI 2026 Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction AAAI 2026 Spiking Heterogeneous Graph Attention Networks AAAI 2026 SPREAD: Spatial-Physical REasoning via geometry Aware Diffusion CVPR 2026 SSHPool: The Separated Subgraph-based Hierarchical Pooling AAAI 2026 Stage-Aware Graph Contrastive Learning with Node-oriented Mixture of Experts AAAI 2026 STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation ACL 2026 STRNet: Visual Navigation with Spatio-Temporal Representation through Dynamic Graph Aggregation CVPR 2026 Structure-Enhanced Adapter for Self-Supervised Heterogeneous Graph Learning AAAI 2026 Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning AAAI 2026