graph structure learning

DARLING: Dual Hypergraph-Enhanced Curriculum-Guided Graph Structure Learning for Node Classification AAAI 2026 Discrete Structure Augmentation for Graph Convolutional Networks AAAI 2026 $β$-th order Acyclicity Derivatives for DAG Learning AISTATS 2025 A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025 DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025 GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype IJCAI 2025 Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales AAAI 2025 Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation AAAI 2025 Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns CVPR 2025 A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs AAAI 2024 Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning NeurIPS 2024 Exploration of the Search Space of Gaussian Graphical Models for Paired Data JMLR 2024 Neural Gaussian Similarity Modeling for Differential Graph Structure Learning AAAI 2024 Probabilistically Rewired Message-Passing Neural Networks ICLR 2024 S2GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis ACL 2024 Structural Entropy Based Graph Structure Learning for Node Classification AAAI 2024 SURER: Structure-Adaptive Unified Graph Neural Network for Multi-View Clustering AAAI 2024 Unsupervised Deep Graph Structure and Embedding Learning IJCAI 2024 Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective EMNLP 2023 DAG Learning on the Permutahedron ICLR 2023 DBGSL: Dynamic Brain Graph Structure Learning MIDL 2023 Detecting Multivariate Time Series Anomalies with Zero Known Label AAAI 2023 Graph Structure Learning on User Mobility Data for Social Relationship Inference AAAI 2023 Graph Structure Learning via Lottery Hypothesis at Scale ACML 2023 GSLB: The Graph Structure Learning Benchmark NeurIPS 2023