Graph Neural Networks

Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation AAAI 2021 In-game Residential Home Planning via Visual Context-aware Global Relation Learning AAAI 2021 Inplace Gated Convolutional Recurrent Neural Network for Dual-Channel Speech Enhancement Interspeech 2021 INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving ICLR 2021 Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval ACL 2021 Interaction via Bi-Directional Graph of Semantic Region Affinity for Scene Parsing ICCV 2021 Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021 Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network AAAI 2021 Interpretable Graph Capsule Networks for Object Recognition AAAI 2021 Interpretable Stability Bounds for Spectral Graph Filters ICML 2021 Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking ICLR 2021 Intrinsic-Extrinsic Convolution and Pooling for Learning on 3D Protein Structures ICLR 2021 Isometric Transformation Invariant and Equivariant Graph Convolutional Networks ICLR 2021 Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks AAAI 2021 Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards AAAI 2021 Keypoint Communities ICCV 2021 “Killing Me” Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism EACL 2021 Knowledge-aware Coupled Graph Neural Network for Social Recommendation AAAI 2021 Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking EMNLP 2021 Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation AAAI 2021 Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ACL 2021 Knowledge-inspired 3D Scene Graph Prediction in Point Cloud NeurIPS 2021 Knowledge Router: Learning Disentangled Representations for Knowledge Graphs NAACL 2021 Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning NeurIPS 2021 Label-Specific Dual Graph Neural Network for Multi-Label Text Classification ACL 2021