Graph Neural Networks

Equivariant Hypergraph Diffusion Neural Operators ICLR 2023 Equivariant Message Passing Neural Network for Crystal Material Discovery AAAI 2023 Equivariant Polynomials for Graph Neural Networks ICML 2023 Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023 Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking NeurIPS 2023 Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis NeurIPS 2023 Evaluating Self-Supervised Learning for Molecular Graph Embeddings NeurIPS 2023 Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance NeurIPS 2023 Evolutionary Neural Architecture Search for Multivariate Time Series Forecasting ACML 2023 Ewald-based Long-Range Message Passing for Molecular Graphs ICML 2023 Expectation-Complete Graph Representations with Homomorphisms ICML 2023 Exphormer: Sparse Transformers for Graphs ICML 2023 Explaining Temporal Graph Models through an Explorer-Navigator Framework ICLR 2023 Exploiting Emotion-Semantic Correlations for Empathetic Response Generation EMNLP 2023 Exploiting High-Order Interaction Relations to Explore User Intent (Student Abstract) AAAI 2023 Exploring Graph Pre-training for Aspect-based Sentiment Analysis EMNLP 2023 Exploring the Impact of Back-End Network on Wav2vec 2.0 for Dialect Identification Interspeech 2023 Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels AAAI 2023 Expressive Sign Equivariant Networks for Spectral Geometric Learning NeurIPS 2023 Expressivity-Preserving GNN Simulation NeurIPS 2023 Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman NeurIPS 2023 Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting It into MLPs: An Effective GNN-to-MLP Distillation Framework AAAI 2023 FAC: 3D Representation Learning via Foreground Aware Feature Contrast CVPR 2023 Face Clustering via Graph Convolutional Networks with Confidence Edges ICCV 2023 Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes NeurIPS 2023