Graph Neural Networks

DeepDT: Learning Geometry From Delaunay Triangulation for Surface Reconstruction AAAI 2021 Deep Fusion Clustering Network AAAI 2021 Deep Graph Matching Under Quadratic Constraint CVPR 2021 Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing AAAI 2021 Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021 Deep Latent Graph Matching ICML 2021 Deep Learning on Graphs for Natural Language Processing NAACL 2021 Deep Molecular Representation Learning via Fusing Physical and Chemical Information NeurIPS 2021 DeepPanoContext: Panoramic 3D Scene Understanding With Holistic Scene Context Graph and Relation-Based Optimization ICCV 2021 Deep Wasserstein Graph Discriminant Learning for Graph Classification AAAI 2021 Degree-Quant: Quantization-Aware Training for Graph Neural Networks ICLR 2021 Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks ACL 2021 Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021 Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021 DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues ICLR 2021 DIG: A Turnkey Library for Diving into Graph Deep Learning Research JMLR 2021 Directed Acyclic Graph Network for Conversational Emotion Recognition ACL 2021 Directed Acyclic Graph Neural Networks ICLR 2021 Directed Graph Embeddings in Pseudo-Riemannian Manifolds ICML 2021 Directional Graph Networks ICML 2021 Directional Message Passing on Molecular Graphs via Synthetic Coordinates NeurIPS 2021 Dirichlet Energy Constrained Learning for Deep Graph Neural Networks NeurIPS 2021 Discontinuous Named Entity Recognition as Maximal Clique Discovery ACL 2021 Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021 Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks NeurIPS 2021