Graph Neural Networks

Discrete Argument Representation Learning for Interactive Argument Pair Identification NAACL 2021 Discrete Graph Structure Learning for Forecasting Multiple Time Series ICLR 2021 Disentangled Contrastive Learning on Graphs NeurIPS 2021 Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction AAAI 2021 Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond AAAI 2021 Dissecting the Diffusion Process in Linear Graph Convolutional Networks NeurIPS 2021 Distilling Holistic Knowledge With Graph Neural Networks ICCV 2021 Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media NeurIPS 2021 Distinctiveness Oriented Positional Equilibrium for Point Cloud Registration ICCV 2021 Document Graph for Neural Machine Translation EMNLP 2021 Document-Level Relation Extraction with Reconstruction AAAI 2021 Does Commonsense help in detecting Sarcasm? EMNLP 2021 Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks EMNLP 2021 Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads OSDI 2021 Do Syntax Trees Help Pre-trained Transformers Extract Information? EACL 2021 Do Transformers Really Perform Badly for Graph Representation? NeurIPS 2021 DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks NeurIPS 2021 Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval AAAI 2021 DualGraph: A Graph-Based Method for Reasoning About Label Noise CVPR 2021 Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis ACL 2021 DyGLIP: A Dynamic Graph Model With Link Prediction for Accurate Multi-Camera Multiple Object Tracking CVPR 2021 Dynamic Attentive Graph Learning for Image Restoration ICCV 2021 Dynamic Coordination Graph for Cooperative Multi-Agent Reinforcement Learning ACML 2021 Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers AAAI 2021 Dynamic Graph Transformer for Implicit Tag Recognition EACL 2021