Graph Neural Networks

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction ACL 2021 Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer EMNLP 2021 Power up! Robust Graph Convolutional Network via Graph Powering AAAI 2021 Predicting Molecular Conformation via Dynamic Graph Score Matching NeurIPS 2021 Primitive Representation Learning for Scene Text Recognition CVPR 2021 Principled Simplicial Neural Networks for Trajectory Prediction ICML 2021 Proxy Graph Matching with Proximal Matching Networks AAAI 2021 Psycholinguistic Tripartite Graph Network for Personality Detection ACL 2021 PU-GCN: Point Cloud Upsampling Using Graph Convolutional Networks CVPR 2021 Pykg2vec: A Python Library for Knowledge Graph Embedding JMLR 2021 Quantifying Explainers of Graph Neural Networks in Computational Pathology CVPR 2021 Quaternion Graph Neural Networks ACML 2021 Rain Streak Removal via Dual Graph Convolutional Network AAAI 2021 Reasoning over Entity-Action-Location Graph for Procedural Text Understanding ACL 2021 Recent Advances in Heterogeneous Relation Learning for Recommendation IJCAI 2021 Recognizing Vector Graphics without Rasterization NeurIPS 2021 Reconstruction for Powerful Graph Representations NeurIPS 2021 Reducing Collision Checking for Sampling-Based Motion Planning Using Graph Neural Networks NeurIPS 2021 Reinforcement Learning Enhanced Explainer for Graph Neural Networks NeurIPS 2021 Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering CoNLL 2021 Relation-aware Graph Attention Model with Adaptive Self-adversarial Training AAAI 2021 Relation-Aware Neighborhood Matching Model for Entity Alignment AAAI 2021 Relation-aware Video Reading Comprehension for Temporal Language Grounding EMNLP 2021 Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph AAAI 2021 Representation Learning on Spatial Networks NeurIPS 2021