Representation Learning

Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model ACL 2022 Graph-Context Attention Networks for Size-Varied Deep Graph Matching CVPR 2022 Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching AAAI 2022 Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy NeurIPS 2022 Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks NeurIPS 2022 Graph Few-shot Learning with Task-specific Structures NeurIPS 2022 Graph-Induced Transformers for Efficient Multi-Hop Question Answering EMNLP 2022 Graph Learning Assisted Multi-Objective Integer Programming NeurIPS 2022 GraphMemDialog: Optimizing End-to-End Task-Oriented Dialog Systems Using Graph Memory Networks AAAI 2022 Graph Neural Networks with Learnable Structural and Positional Representations ICLR 2022 Graph Pointer Neural Networks AAAI 2022 GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation EMNLP 2022 Graph Refinement for Coreference Resolution ACL 2022 Graph Scattering beyond Wavelet Shackles NeurIPS 2022 Graph Self-supervised Learning with Accurate Discrepancy Learning NeurIPS 2022 Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022 Gravitationally Lensed Black Hole Emission Tomography CVPR 2022 Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models NAACL 2022 GREENER: Graph Neural Networks for News Media Profiling EMNLP 2022 Green Hierarchical Vision Transformer for Masked Image Modeling NeurIPS 2022 GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction With Relational Reasoning CVPR 2022 GULP: a prediction-based metric between representations NeurIPS 2022 GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT COLING 2022 H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022 H4D: Human 4D Modeling by Learning Neural Compositional Representation CVPR 2022