graph neural network

Graph-Based Alternatives to LLMs for Human Simulation ACL 2026 Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels AAAI 2026 Graph-Based Phonetic Error Correction of Noisy ASR ACL 2026 Graph-Conditional Flow Matching for Relational Data Generation AAAI 2026 Graph Contrastive Learning with Balanced Hard Negatives and Fine-grained Semantic-aware Positives AAAI 2026 Graph Contrastive Learning with Low-Rank Regularization and Low-Rank Attention for Noisy Node Classification UAI 2026 Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure AAAI 2026 Graph-Driven Domain Co-Adaptation for Cross-Domain Image Quality Assessment AAAI 2026 Graph-Enhanced LLM Analysis of Multimodal Health Communities: A Computational Framework for Patient Discourse Understanding on TikTok EACL 2026 Graph Flow Matching: Enhancing Image Generation with Neighbor-Aware Flow Fields AAAI 2026 GraphGrasp: Lightweight and Efficient Graph-Guided 6-DoF Robotic Grasp Pose Estimation Network AAAI 2026 GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation ACL 2026 Graph Meets Deep Unfolding: An Interpretable Mutual-benefit Multi-view Learning Network AAAI 2026 Graph Neural Field with Spatial-Correlation Augmentation for HRTF Personalization AAAI 2026 Graph neural networks extrapolate out-of-distribution for shortest paths COLT 2026 Graph Neural ODEs with Stability and Conservation Guarantees for Tumor Microenvironment Dynamics (Student Abstract) AAAI 2026 GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs AAAI 2026 Graph Query Networks for Object Detection with Automotive Radar WACV 2026 GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval EACL 2026 Graph-Semantic Guided Learning for Virtual Immunohistochemistry Staining on Consecutive Histology Sections AAAI 2026 Graph Smoothing for Enhanced Local Geometry Learning in Point Cloud Analysis AAAI 2026 GraphTextack: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs AAAI 2026 GraphVLM: Benchmarking Vision Language Models for Multimodal Graph Learning CVPR 2026 GRDC: A Unified Graph-Driven Framework for Role Discovery and Communication in Multi-Agent Reinforcement Learning AAAI 2026 GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion AAAI 2026