graph neural network

Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction EMNLP 2022 Parameter-free Dynamic Graph Embedding for Link Prediction NeurIPS 2022 PAR: Political Actor Representation Learning with Social Context and Expert Knowledge EMNLP 2022 pathGCN: Learning General Graph Spatial Operators from Paths ICML 2022 Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation NAACL 2022 PerKGQA: Question Answering over Personalized Knowledge Graphs NAACL 2022 Permutation Equivariant Layers for Higher Order Interactions AISTATS 2022 PF-GNN: Differentiable particle filtering based approximation of universal graph representations ICLR 2022 PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery NeurIPS 2022 Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions NeurIPS 2022 Plane Geometry Diagram Parsing IJCAI 2022 PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022 Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets ICML 2022 Poirot at SemEval-2022 Task 5: Leveraging Graph Network for Misogynistic Meme Detection SemEval 2022 PolyWorld: Polygonal Building Extraction With Graph Neural Networks in Satellite Images CVPR 2022 Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily AAAI 2022 Predicting Physics in Mesh-reduced Space with Temporal Attention ICLR 2022 Pre-training Molecular Graph Representation with 3D Geometry ICLR 2022 Proactive Robot Assistance via Spatio-Temporal Object Modeling CoRL 2022 Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods AISTATS 2022 Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification EMNLP 2022 Procedural Text Understanding via Scene-Wise Evolution AAAI 2022 ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning ICML 2022 Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction CVPR 2022 ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues CVPR 2022