Graph Neural Networks

Representing Long-Range Context for Graph Neural Networks with Global Attention NeurIPS 2021 Representing Videos As Discriminative Sub-Graphs for Action Recognition CVPR 2021 Residential Electric Load Forecasting via Attentive Transfer of Graph Neural Networks IJCAI 2021 Residual2Vec: Debiasing graph embedding with random graphs NeurIPS 2021 RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning IJCAI 2021 Rethinking Graph Neural Architecture Search From Message-Passing CVPR 2021 Rethinking Graph Regularization for Graph Neural Networks AAAI 2021 Rethinking Graph Transformers with Spectral Attention NeurIPS 2021 RETRACTED: Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance AAAI 2021 Retrieval-Augmented Generation for Code Summarization via Hybrid GNN ICLR 2021 RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks CoRL 2021 RNA Secondary Structure Representation Network for RNA-proteins Binding Prediction AAAI 2021 Robust Counterfactual Explanations on Graph Neural Networks NeurIPS 2021 Robustness of Graph Neural Networks at Scale NeurIPS 2021 ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction ACL 2021 Roto-translated Local Coordinate Frames For Interacting Dynamical Systems NeurIPS 2021 Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks EMNLP 2021 SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations IJCAI 2021 Saliency Prediction With External Knowledge WACV 2021 Scalable Graph Networks for Particle Simulations AAAI 2021 Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More ICML 2021 Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation CVPR 2021 Scene Essence CVPR 2021 SceneGraphFusion: Incremental 3D Scene Graph Prediction From RGB-D Sequences CVPR 2021 SDGNN: Learning Node Representation for Signed Directed Networks AAAI 2021