Graph Neural Networks

DepGraph: Towards Any Structural Pruning CVPR 2023 DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023 Detecting Anomalous Networks of Opioid Prescribers and Dispensers in Prescription Drug Data AAAI 2023 Detecting Multivariate Time Series Anomalies with Zero Known Label AAAI 2023 Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks EMNLP 2023 Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023 Dialogue Summarization with Static-Dynamic Structure Fusion Graph ACL 2023 Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks AAAI 2023 Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection NeurIPS 2023 DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion ICLR 2023 Diffusion Model for Graph Inverse Problems: Towards Effective Source Localization on Complex Networks NeurIPS 2023 Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem ICLR 2023 Diffusion Probabilistic Models for Structured Node Classification NeurIPS 2023 DiGress: Discrete Denoising diffusion for graph generation ICLR 2023 Dink-Net: Neural Clustering on Large Graphs ICML 2023 Directional diffusion models for graph representation learning NeurIPS 2023 DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles ACL 2023 Disentangled Multiplex Graph Representation Learning ICML 2023 Distance-Based Propagation for Efficient Knowledge Graph Reasoning EMNLP 2023 Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power NeurIPS 2023 Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks ACML 2023 Distill n’ Explain: explaining graph neural networks using simple surrogates AISTATS 2023 Distribution Free Prediction Sets for Node Classification ICML 2023 DMNet: Delaunay Meshing Network for 3D Shape Representation ICCV 2023 Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization ACL 2023