Graph Neural Networks

What’s Wrong with Deep Learning in Tree Search for Combinatorial Optimization ICLR 2022 WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ACL 2022 You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks ICLR 2022 Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph AAAI 2022 Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NeurIPS 2022 ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations AAAI 2022 K^2-GNN: Multiple Users’ Comments Integration with Probabilistic K-Hop Knowledge Graph Neural Networks ACML 2021 3DCaricShop: A Dataset and a Baseline Method for Single-View 3D Caricature Face Reconstruction CVPR 2021 3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management CVPR 2021 ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences ACL 2021 A Biased Graph Neural Network Sampler with Near-Optimal Regret NeurIPS 2021 Accurate Learning of Graph Representations with Graph Multiset Pooling ICLR 2021 A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021 A Convergence Analysis of Gradient Descent on Graph Neural Networks NeurIPS 2021 AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models ICLR 2021 Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021 Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection ICCV 2021 Adaptive Diffusion in Graph Neural Networks NeurIPS 2021 Adaptive Edge Attention for Graph Matching with Outliers IJCAI 2021 Adaptive Graph Convolution for Point Cloud Analysis ICCV 2021 Adaptive Universal Generalized PageRank Graph Neural Network ICLR 2021 AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning WACV 2021 A Deep Emulator for Secondary Motion of 3D Characters CVPR 2021 A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation EMNLP 2021 Adversarial Attacks on Graph Classifiers via Bayesian Optimisation NeurIPS 2021