Graph Neural Networks

Combinatorial Learning of Graph Edit Distance via Dynamic Embedding CVPR 2021 Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge ACL 2021 Complex Query Answering with Neural Link Predictors ICLR 2021 Computationally Tractable Riemannian Manifolds for Graph Embeddings AAAI 2021 Context Modeling in 3D Human Pose Estimation: A Unified Perspective CVPR 2021 Cost-aware Graph Generation: A Deep Bayesian Optimization Approach AAAI 2021 Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph EMNLP 2021 CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021 DAGs with No Curl: An Efficient DAG Structure Learning Approach ICML 2021 Data driven semi-supervised learning NeurIPS 2021 Decoupling the Depth and Scope of Graph Neural Networks NeurIPS 2021 Deep Attention Diffusion Graph Neural Networks for Text Classification EMNLP 2021 DeepDT: Learning Geometry From Delaunay Triangulation for Surface Reconstruction AAAI 2021 Deep Graph Matching Under Quadratic Constraint CVPR 2021 Deep Latent Graph Matching ICML 2021 Deep Wasserstein Graph Discriminant Learning for Graph Classification AAAI 2021 Determining the Number of Communities in Degree-corrected Stochastic Block Models JMLR 2021 Differentially Private Link Prediction with Protected Connections AAAI 2021 Directional Graph Networks ICML 2021 Dirichlet Energy Constrained Learning for Deep Graph Neural Networks NeurIPS 2021 Discontinuous Named Entity Recognition as Maximal Clique Discovery ACL 2021 Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021 DyGLIP: A Dynamic Graph Model With Link Prediction for Accurate Multi-Camera Multiple Object Tracking CVPR 2021 Dynamic Coordination Graph for Cooperative Multi-Agent Reinforcement Learning ACML 2021 Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction EMNLP 2021