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graph neural network

4,589 papers

GNNS GNN

Papers

Neural Algorithmic Reasoners are Implicit Planners NeurIPS 2021 Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction NeurIPS 2021 Neural Enhanced Belief Propagation on Factor Graphs AISTATS 2021 Neural Graph Filtering for Context-aware Recommendation ACML 2021 Neural News Recommendation with Collaborative News Encoding and Structural User Encoding EMNLP 2021 Neural Production Systems NeurIPS 2021 Neural Relational Inference with Efficient Message Passing Mechanisms AAAI 2021 Neural Relation Inference for Multi-dimensional Temporal Point Processes via Message Passing Graph IJCAI 2021 Neural representation and generation for RNA secondary structures ICLR 2021 Neural Sentence Ordering Based on Constraint Graphs AAAI 2021 Neural Trees for Learning on Graphs NeurIPS 2021 NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem NeurIPS 2021 NN-Baker: A Neural-network Infused Algorithmic Framework for Optimization Problems on Geometric Intersection Graphs NeurIPS 2021 Node Dependent Local Smoothing for Scalable Graph Learning NeurIPS 2021 Node-wise Localization of Graph Neural Networks IJCAI 2021 Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation CVPR 2021 Not All Operations Contribute Equally: Hierarchical Operation-Adaptive Predictor for Neural Architecture Search ICCV 2021 ODAM: Object Detection, Association, and Mapping Using Posed RGB Video ICCV 2021 On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections ICLR 2021 One-shot Graph Neural Architecture Search with Dynamic Search Space AAAI 2021 On Explainability of Graph Neural Networks via Subgraph Explorations ICML 2021 On Graph Neural Networks versus Graph-Augmented MLPs ICLR 2021 On Self-Distilling Graph Neural Network IJCAI 2021 On the Bottleneck of Graph Neural Networks and its Practical Implications ICLR 2021 On the Power of Edge Independent Graph Models NeurIPS 2021