Graph Neural Networks

Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking ACL 2022 Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization AAAI 2022 Hierarchical Diffusion Scattering Graph Neural Network IJCAI 2022 Hierarchical Graph Transformer with Adaptive Node Sampling NeurIPS 2022 Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization AAAI 2022 Hierarchical Information Matters: Text Classification via Tree Based Graph Neural Network COLING 2022 Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction AAAI 2022 High-Order Pooling for Graph Neural Networks with Tensor Decomposition NeurIPS 2022 HL-Net: Heterophily Learning Network for Scene Graph Generation CVPR 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022 How fair is your graph? Exploring fairness concerns in neuroimaging studies MLHC 2022 How Powerful are K-hop Message Passing Graph Neural Networks NeurIPS 2022 How Powerful are Spectral Graph Neural Networks ICML 2022 Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract) AAAI 2022 Hybrid Graph Neural Networks for Few-Shot Learning AAAI 2022 Hypergraph Structure Learning for Hypergraph Neural Networks IJCAI 2022 Hypertron: Explicit Social-Temporal Hypergraph Framework for Multi-Agent Forecasting IJCAI 2022 Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract) AAAI 2022 IGLU: Efficient GCN Training via Lazy Updates ICLR 2022 Improve emotional speech synthesis quality by learning explicit and implicit representations with semi-supervised training Interspeech 2022 Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information NAACL 2022 Improving Graph-Based Text Representations with Character and Word Level N-grams AACL 2022 Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract) IJCAI 2022 Improving Neural Machine Translation with the Abstract Meaning Representation by Combining Graph and Sequence Transformers NAACL 2022 Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022