Graph Neural Networks

ENT-DESC: Entity Description Generation by Exploring Knowledge Graph EMNLP 2020 Entrainment2Vec: Embedding Entrainment for Multi-Party Dialogues AAAI 2020 Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs NeurIPS 2020 ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora EMNLP 2020 Estimating Early Fundraising Performance of Innovations via Graph-Based Market Environment Model AAAI 2020 Evaluating Attribution for Graph Neural Networks NeurIPS 2020 Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks EMNLP 2020 Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks ACL 2020 EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020 Experiences with Modeling Network Topologies at Multiple Levels of Abstraction NSDI 2020 Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization COLING 2020 Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020 Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment EMNLP 2020 Exponential Family Graph Embeddings AAAI 2020 Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution AAAI 2020 Factorizable Graph Convolutional Networks NeurIPS 2020 Fast and Deep Graph Neural Networks AAAI 2020 Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case ICML 2020 Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies NeurIPS 2020 FEW-SHOT LEARNING ON GRAPHS VIA SUPER-CLASSES BASED ON GRAPH SPECTRAL MEASURES ICLR 2020 Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network COLING 2020 Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks AAAI 2020 Fine-Grained Machine Teaching with Attention Modeling AAAI 2020 Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels NeurIPS 2020 Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification MIDL 2020