| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 |
| PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs | Jan 25, 2022 | graph constructionGraph Learning | CodeCode Available | 1 |
| ELITE: Embedding-Less retrieval with Iterative Text Exploration | May 17, 2025 | graph constructionRAG | CodeCode Available | 1 |
| Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction | Jul 22, 2022 | graph constructionRepresentation Learning | CodeCode Available | 1 |
| Robust Point Cloud Registration Framework Based on Deep Graph Matching | Mar 7, 2021 | graph constructionGraph Matching | CodeCode Available | 1 |
| Robust Point Cloud Registration Framework Based on Deep Graph Matching(TPAMI Version) | Nov 9, 2022 | graph constructionGraph Matching | CodeCode Available | 1 |
| A Graph-Based Neural Model for End-to-End Frame Semantic Parsing | Sep 25, 2021 | graph constructionSemantic Parsing | CodeCode Available | 1 |
| Discovering and Explaining the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions | May 15, 2022 | graph constructionGraph Learning | CodeCode Available | 1 |
| Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs | Oct 4, 2021 | 3D geometrygraph construction | CodeCode Available | 1 |
| Auto-Encoding Twin-Bottleneck Hashing | Feb 27, 2020 | graph constructionRetrieval | CodeCode Available | 1 |
| DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction | May 31, 2021 | graph constructionKnowledge Graphs | CodeCode Available | 1 |
| Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting | May 16, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Movie Summarization via Sparse Graph Construction | Dec 14, 2020 | graph constructionTurning Point Identification | CodeCode Available | 1 |
| Connectivity Optimized Nested Graph Networks for Crystal Structures | Feb 27, 2023 | graph construction | CodeCode Available | 1 |
| A Graph-Enhanced Click Model for Web Search | Jun 17, 2022 | graph constructionmodel | CodeCode Available | 1 |
| TNNT: The Named Entity Recognition Toolkit | Aug 31, 2021 | graph constructionnamed-entity-recognition | CodeCode Available | 1 |
| Transductive Few-shot Learning with Prototype-based Label Propagation by Iterative Graph Refinement | Apr 23, 2023 | Few-Shot Learninggraph construction | CodeCode Available | 1 |
| Autoencoder-based Graph Construction for Semi-supervised Learning | Aug 1, 2020 | graph constructionMatrix Completion | —Unverified | 0 |
| Contrastive Triple Extraction with Generative Transformer | Sep 14, 2020 | Decodergraph construction | —Unverified | 0 |
| A Unified Framework for Fair Spectral Clustering With Effective Graph Learning | Nov 23, 2023 | ClusteringFairness | —Unverified | 0 |
| A Graph Fusion Approach to Cross-Lingual Machine Reading Comprehension | Nov 16, 2021 | graph constructionMachine Reading Comprehension | —Unverified | 0 |
| Attention-Based Graph Neural Network with Global Context Awareness for Document Understanding | Oct 1, 2020 | document understandinggraph construction | —Unverified | 0 |
| Construction of the Literature Graph in Semantic Scholar | May 6, 2018 | Entity Extraction using GANgraph construction | —Unverified | 0 |
| Construction of a Syntactic Analysis Map for Yi Shui School through Text Mining and Natural Language Processing Research | Feb 16, 2024 | graph constructionInformation Retrieval | —Unverified | 0 |
| A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension | Jan 16, 2022 | graph constructionMachine Reading Comprehension | —Unverified | 0 |
