Graph Neural Networks

Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning NeurIPS 2024 Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024 BLIS-Net: Classifying and Analyzing Signals on Graphs AISTATS 2024 Category-Level Multi-Part Multi-Joint 3D Shape Assembly CVPR 2024 Challenges of Generating Structurally Diverse Graphs NeurIPS 2024 Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding NeurIPS 2024 Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention NeurIPS 2024 Comparing Edge-based and Node-based Methods on a Citation Prediction Task EMNLP 2024 CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection IJCAI 2024 Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning NeurIPS 2024 Continuous Product Graph Neural Networks NeurIPS 2024 CurveCloudNet: Processing Point Clouds with 1D Structure CVPR 2024 CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series AAAI 2024 DAG-Aware Variational Autoencoder for Social Propagation Graph Generation AAAI 2024 Data Augmented Graph Neural Networks for Personality Detection AAAI 2024 Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NeurIPS 2024 Deep Homomorphism Networks NeurIPS 2024 Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks AAAI 2024 Dependency Structure-Enhanced Graph Attention Networks for Event Detection AAAI 2024 DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection AAAI 2024 DHMConv: Directed Hypergraph Momentum Convolution Framework AISTATS 2024 DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph AAAI 2024 Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024 Discrete-state Continuous-time Diffusion for Graph Generation NeurIPS 2024 Disentangled Partial Label Learning AAAI 2024