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graph neural network

4,589 papers

GNNS GNN

Papers

Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract) AAAI 2021 Towards Multi-Grained Explainability for Graph Neural Networks NeurIPS 2021 Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning ICML 2021 Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach NeurIPS 2021 Towards Sample Efficient Agents through Algorithmic Alignment (Student Abstract) AAAI 2021 Towards understanding retrosynthesis by energy-based models NeurIPS 2021 Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing AAAI 2021 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network AAAI 2021 Traffic Flow Prediction with Vehicle Trajectories AAAI 2021 TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning IJCAI 2021 Training Graph Neural Networks with 1000 Layers ICML 2021 Transferability of Spectral Graph Convolutional Neural Networks JMLR 2021 Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021 Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization NeurIPS 2021 Transformer-Based Dual Relation Graph for Multi-Label Image Recognition ICCV 2021 Transformers Generalize DeepSets and Can be Extended to Graphs & Hypergraphs NeurIPS 2021 Triangle-Net: Towards Robustness in Point Cloud Learning WACV 2021 UAG: Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks AAAI 2021 Uncertain Graph Neural Networks for Facial Action Unit Detection AAAI 2021 Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks AAAI 2021 Unified Graph Structured Models for Video Understanding ICCV 2021 Unsupervised constrained community detection via self-expressive graph neural network UAI 2021 Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021 Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport AAAI 2021 Unsupervised Multi-Source Domain Adaptation for Person Re-Identification CVPR 2021