Graph Neural Networks

Heterogeneous Graph Structure Learning for Graph Neural Networks AAAI 2021 Heterogeneous Relational Complement for Vehicle Re-Identification ICCV 2021 Hierarchical Graph Capsule Network AAAI 2021 Hierarchical Graph Convolution Network for Traffic Forecasting AAAI 2021 Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment CVPR 2021 Hybrid Estimation for Open-Ended Questions with Early-Age Students’ Block-Based Programming Answers ACML 2021 Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection CVPR 2021 Identifying Morality Frames in Political Tweets using Relational Learning EMNLP 2021 Identity-aware Graph Neural Networks AAAI 2021 Inductive Graph Neural Networks for Spatiotemporal Kriging AAAI 2021 Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval ACL 2021 Interaction via Bi-Directional Graph of Semantic Region Affinity for Scene Parsing ICCV 2021 Iterative GNN-based Decoder for Question Generation EMNLP 2021 Keypoint-Graph-Driven Learning Framework for Object Pose Estimation CVPR 2021 Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking EMNLP 2021 Learnable Graph Matching: Incorporating Graph Partitioning With Deep Feature Learning for Multiple Object Tracking CVPR 2021 Learning Graph Cellular Automata NeurIPS 2021 Learning Graph Neural Networks with Approximate Gradient Descent AAAI 2021 Learning Semantic Representations to Verify Hardware Designs NeurIPS 2021 Learning To Match Features With Seeded Graph Matching Network ICCV 2021 Link Prediction with Persistent Homology: An Interactive View ICML 2021 Lipschitz normalization for self-attention layers with application to graph neural networks ICML 2021 Lossless Compression of Structured Convolutional Models via Lifting ICLR 2021 MagNet: A Neural Network for Directed Graphs NeurIPS 2021 MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization AAAI 2021