| gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus | Aug 20, 2022 | graph constructionScheduling | —Unverified | 0 |
| Tree species classification from hyperspectral data using graph-regularized neural networks | Aug 18, 2022 | Classificationgraph construction | —Unverified | 0 |
| Oversquashing in GNNs through the lens of information contraction and graph expansion | Aug 6, 2022 | graph construction | CodeCode Available | 0 |
| Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos | Jul 13, 2022 | Change DetectionDeep Learning | —Unverified | 0 |
| Healthcare Knowledge Graph Construction: State-of-the-art, open issues, and opportunities | Jul 8, 2022 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Discourse-Aware Graph Networks for Textual Logical Reasoning | Jul 4, 2022 | graph constructionLogical Reasoning | —Unverified | 0 |
| A Double-Graph Based Framework for Frame Semantic Parsing | Jun 18, 2022 | graph constructionSemantic Parsing | CodeCode Available | 0 |
| Knowledge Graph Construction and Its Application in Automatic Radiology Report Generation from Radiologist's Dictation | Jun 13, 2022 | graph constructionSemantic Similarity | —Unverified | 0 |
| Novel projection schemes for graph-based Light Field coding | Jun 9, 2022 | Decodergraph construction | —Unverified | 0 |
| iLab at FinCausal 2022: Enhancing Causality Detection with an External Cause-Effect Knowledge Graph | Jun 1, 2022 | graph constructionGraph Embedding | —Unverified | 0 |
| Construction de Graphes de Connaissance à partir de textes avec une I.A. centrée-utilisateur (Knowledge Graph Construction from Texts with an User-Centric A) | Jun 1, 2022 | graph construction | —Unverified | 0 |
| A Graph-Based Method for Unsupervised Knowledge Discovery from Financial Texts | Jun 1, 2022 | graph constructionRelation Extraction | —Unverified | 0 |
| StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes | May 27, 2022 | Fairnessgraph construction | CodeCode Available | 0 |
| Multi-modal Protein Knowledge Graph Construction and Applications | May 27, 2022 | graph construction | —Unverified | 0 |
| Hardness of Maximum Likelihood Learning of DPPs | May 24, 2022 | graph constructionPoint Processes | —Unverified | 0 |
| Relational Triple Extraction: One Step is Enough | May 11, 2022 | graph constructionSentence | —Unverified | 0 |
| Interpretable Machine Learning for Self-Service High-Risk Decision-Making | May 9, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI | Apr 29, 2022 | Data Augmentationgraph construction | —Unverified | 0 |
| Degree aware based adversarial graph convolutional networks for entity alignment in heterogeneous knowledge graph | Apr 28, 2022 | Entity AlignmentGenerative Adversarial Network | —Unverified | 0 |
| Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale | Apr 15, 2022 | graph construction | —Unverified | 0 |
| LDPC codes: tracking non-stationary channel noise using sequential variational Bayesian estimates | Apr 13, 2022 | graph construction | —Unverified | 0 |
| Graph-based Approximate NN Search: A Revisit | Apr 2, 2022 | CPUGPU | —Unverified | 0 |
| Hierarchical Transformer Model for Scientific Named Entity Recognition | Mar 28, 2022 | Data Augmentationgraph construction | CodeCode Available | 0 |
| OneRel:Joint Entity and Relation Extraction with One Module in One Step | Mar 10, 2022 | graph constructionJoint Entity and Relation Extraction | —Unverified | 0 |
| Transferring Dual Stochastic Graph Convolutional Network for Facial Micro-expression Recognition | Mar 10, 2022 | graph constructionMicro Expression Recognition | —Unverified | 0 |
