LowFER: Low-rank Bilinear Pooling for Link Prediction Aug 25, 2020 Knowledge Graph Completion Knowledge Graphs
Code Code Available 5 3D Interaction Geometric Pre-training for Molecular Relational Learning Dec 4, 2024 Contrastive Learning Drug Discovery
Code Code Available 5 Evaluating Logical Generalization in Graph Neural Networks Mar 14, 2020 Continual Learning Diversity
Code Code Available 5 Graph-Based Social Relation Reasoning Jul 15, 2020 Relation Relational Reasoning
Code Code Available 5 Fast Graph Representation Learning with PyTorch Geometric Mar 6, 2019 GPU Graph Classification
Code Code Available 5 Inductive Relation Prediction by BERT Mar 12, 2021 Few-Shot Learning Inductive Learning
Code Code Available 5 Generative 3D Part Assembly via Dynamic Graph Learning Jun 14, 2020 Graph Learning Graph Neural Network
Code Code Available 5 Fusing Context Into Knowledge Graph for Commonsense Question Answering Dec 9, 2020 Common Sense Reasoning Knowledge Graphs
Code Code Available 5 Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Jan 8, 2020 Knowledge Graph Completion Knowledge Graphs
Code Code Available 5 Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation Oct 1, 2019 Object Relation
Code Code Available 5 CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Aug 16, 2019 Diagnostic Graph Neural Network
Code Code Available 5 GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks Jan 1, 2021 Continual Learning Knowledge Graphs
Code Code Available 5 GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning Apr 19, 2022 Prediction Relational Reasoning
Code Code Available 5 Beyond Graph Neural Networks with Lifted Relational Neural Networks Jul 13, 2020 Relational Reasoning
Code Code Available 5 Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance Jul 1, 2022 Attribute Relational Reasoning
Code Code Available 5 COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality Dec 11, 2021 Activity Recognition Group Activity Recognition
Code Code Available 5 Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding Jan 28, 2022 Graph Attention Knowledge Distillation
Code Code Available 5 Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers Apr 1, 2023 Inductive Bias Mathematical Problem-Solving
Code Code Available 5 Conditional Graph Information Bottleneck for Molecular Relational Learning Apr 29, 2023 Relational Reasoning
Code Code Available 5 CORE-Text: Improving Scene Text Detection with Contrastive Relational Reasoning Dec 14, 2021 Relation Relational Reasoning
Code Code Available 5 Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering Jul 26, 2022 Causal Inference Question Answering
Code Code Available 5 DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jul 10, 2021 Graph Attention Question Answering
Code Code Available 5 EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering Dec 19, 2023 Object Object Counting
Code Code Available 5 BayReL: Bayesian Relational Learning for Multi-omics Data Integration Oct 12, 2020 Data Integration Relational Reasoning
Code Code Available 5 Inductive Relation Prediction by Subgraph Reasoning Nov 16, 2019 Graph Embedding Graph Neural Network
Code Code Available 5 