Graph Neural Networks

Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection AAAI 2022 Multi-View Intent Disentangle Graph Networks for Bundle Recommendation AAAI 2022 Multi-view Unsupervised Graph Representation Learning IJCAI 2022 Mutual information based Bayesian graph neural network for few-shot learning UAI 2022 NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning ICML 2022 NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search NeurIPS 2022 Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims NAACL 2022 Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design CVPR 2022 Neural Approximation of Graph Topological Features NeurIPS 2022 Neural Collaborative Graph Machines for Table Structure Recognition CVPR 2022 Neural Enhanced Dynamic Message Passing AISTATS 2022 Neural Link Prediction with Walk Pooling ICLR 2022 Neural Models for Output-Space Invariance in Combinatorial Problems ICLR 2022 Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs NeurIPS 2022 Neural Structured Prediction for Inductive Node Classification ICLR 2022 Neural Subgraph Explorer: Reducing Noisy Information via Target-oriented Syntax Graph Pruning IJCAI 2022 Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NeurIPS 2022 Neural Topological Ordering for Computation Graphs NeurIPS 2022 Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification CVPR 2022 Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction ICLR 2022 Node Feature Kernels Increase Graph Convolutional Network Robustness AISTATS 2022 NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification NeurIPS 2022 Nonparametric exponential family graph embeddings for multiple representation learning UAI 2022 Not too little, not too much: a theoretical analysis of graph (over)smoothing NeurIPS 2022 NSNet: A General Neural Probabilistic Framework for Satisfiability Problems NeurIPS 2022