Graph Neural Networks

Who is Speaking? Speaker-Aware Multiparty Dialogue Act Classification EMNLP 2023 WL meet VC ICML 2023 Zero-One Laws of Graph Neural Networks NeurIPS 2023 p-Laplacian Based Graph Neural Networks ICML 2022 3D Infomax improves GNNs for Molecular Property Prediction ICML 2022 3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design ICML 2022 3D Modeling Beneath Ground: Plant Root Detection and Reconstruction Based on Ground-Penetrating Radar WACV 2022 Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions ICLR 2022 A Biologically Interpretable Graph Convolutional Network to Link Genetic Risk Pathways and Imaging Phenotypes of Disease ICLR 2022 Abstractive Summarization Guided by Latent Hierarchical Document Structure EMNLP 2022 ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph EMNLP 2022 ACGNet: Action Complement Graph Network for Weakly-Supervised Temporal Action Localization AAAI 2022 A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking NeurIPS 2022 Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space ICLR 2022 Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment EMNLP 2022 Adaptive Hypergraph Neural Network for Multi-Person Pose Estimation AAAI 2022 Adaptive Kernel Graph Neural Network AAAI 2022 Adaptive Trajectory Prediction via Transferable GNN CVPR 2022 Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets NeurIPS 2022 A Deep Reinforcement Learning Framework for Column Generation NeurIPS 2022 A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing COLING 2022 A Double-Graph Based Framework for Frame Semantic Parsing NAACL 2022 AEGNN: Asynchronous Event-Based Graph Neural Networks CVPR 2022 Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis EMNLP 2022 A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction AAAI 2022