graph learning

120 papers

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Co-occurring keywords

graph neural network (3945) semi-supervised learning (2331) multi-view clustering (199) node classification (480) large language model (12755) causal discovery (459) label propagation (185) link prediction (620) sample complexity (1158) graph structure (189)

Papers

Unifying Multi-View Knowledge for Graph Learning via Model Collaboration AAAI 2026

Anchor-Guided Discriminative Subspace Alignment and Clustering for Cross-Scene Hyperspectral Imagery AAAI 2026

DHMRec: Collaboration-Guided Multimodal Disentanglement and Hierarchical Fusion for Recommendation AAAI 2026

LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce AAAI 2026

DOTGraph: CLIP-Driven Feature Disentanglement and Optimal Transport based Graph Learning for Few-Shot Segmentation WACV 2026

Prototype-Guided Supervision for Graph Learning with Noisy and Sparse Labels AAAI 2026

How to Make LMs Strong Node Classifiers? EACL 2026

HybridMQA: Exploring Geometry-Texture Interactions for Colored Mesh Quality Assessment CVPR 2025

My Words Imply Your Opinion: Reader Agent-Based Propagation Enhancement for Personalized Implicit Emotion Analysis ACL 2025

A Survey of Structural Entropy: Theory, Methods, and Applications IJCAI 2025

Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering AAAI 2025

High-Confident Local Structure Guided Consensus Graph Learning For Incomplete Multi-view Clustering IJCAI 2025

Each graph is a new language: Graph Learning with LLMs ACL 2025

TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs AAAI 2025

Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning AAAI 2025

Neural Variable-Order Fractional Differential Equation Networks AAAI 2025

Text-Attributed Graph Learning with Coupled Augmentations COLING 2025

Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025

DNNLasso: Scalable Graph Learning for Matrix-Variate Data AISTATS 2024

Category-Level Multi-Part Multi-Joint 3D Shape Assembly CVPR 2024

GmGM: a fast multi-axis Gaussian graphical model AISTATS 2024

Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation IJCAI 2024

Learning the Topology and Behavior of Discrete Dynamical Systems AAAI 2024

Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images CVPR 2024

Data-Efficient Graph Learning AAAI 2024