Graph Neural Networks

Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction IJCAI 2022 G-Mixup: Graph Data Augmentation for Graph Classification ICML 2022 GNN2GNN: Graph neural networks to generate neural networks UAI 2022 GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval EMNLP 2022 GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks ACL 2022 GNN is a Counter? Revisiting GNN for Question Answering ICLR 2022 GNN-LM: Language Modeling based on Global Contexts via GNN ICLR 2022 GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks ICML 2022 GNN-Retro: Retrosynthetic Planning with Graph Neural Networks AAAI 2022 Going Deeper into Permutation-Sensitive Graph Neural Networks ICML 2022 Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract) AAAI 2022 GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching WACV 2022 GraFormer: Graph-Oriented Transformer for 3D Pose Estimation CVPR 2022 GRAND++: Graph Neural Diffusion with A Source Term ICLR 2022 Granger causal inference on DAGs identifies genomic loci regulating transcription ICLR 2022 Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering EMNLP 2022 GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures AISTATS 2022 Graph annotation generative adversarial networks ACML 2022 Graph Auto-Encoder via Neighborhood Wasserstein Reconstruction ICLR 2022 Graph-based Model Generation for Few-Shot Relation Extraction EMNLP 2022 Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging EMNLP 2022 Graph-Based Point Tracker for 3D Object Tracking in Point Clouds AAAI 2022 Graph-Based Spatial Transformer With Memory Replay for Multi-Future Pedestrian Trajectory Prediction CVPR 2022 GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction NAACL 2022 Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2022