{"total":67,"rows":[{"id":"2105.00696","title":"Graph Learning: A Survey","created":"2021-05-03","cited_by_count":141,"area":null},{"id":"2212.05767","title":"A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal","created":"2022-12-12","cited_by_count":106,"area":null},{"id":"2305.19987","title":"InGram: Inductive Knowledge Graph Embedding via Relation Graphs","created":"2023-05-31","cited_by_count":52,"area":null},{"id":"2211.03536","title":"Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces","created":"2022-11-07","cited_by_count":41,"area":null},{"id":"2403.07311","title":"Knowledge Graph Large Language Model (KG-LLM) for Link Prediction","created":"2024-03-12","cited_by_count":36,"area":null},{"id":"2101.05850","title":"Continual Learning of Knowledge Graph Embeddings","created":"2021-01-14","cited_by_count":35,"area":null},{"id":"2201.09919","title":"Faithiful Embeddings for EL++ Knowledge Bases","created":"2022-01-24","cited_by_count":25,"area":null},{"id":"2202.05679","title":"Rethinking Graph Convolutional Networks in Knowledge Graph Completion","created":"2022-02-08","cited_by_count":20,"area":null},{"id":"2206.00449","title":"Ultrahyperbolic Knowledge Graph Embeddings","created":"2022-06-01","cited_by_count":20,"area":null},{"id":"2107.10234","title":"Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks","created":"2021-07-21","cited_by_count":19,"area":null},{"id":"2107.07842","title":"A Survey of Knowledge Graph Embedding and Their Applications","created":"2021-07-16","cited_by_count":17,"area":null},{"id":"2201.04831","title":"Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis","created":"2022-01-13","cited_by_count":16,"area":null},{"id":"2104.10625","title":"Searching to Sparsify Tensor Decomposition for N-ary Relational Data","created":"2021-04-21","cited_by_count":13,"area":null},{"id":"2106.06555","title":"Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network","created":"2021-06-11","cited_by_count":11,"area":null},{"id":"2107.00184","title":"Bilinear Scoring Function Search for Knowledge Graph Learning","created":"2021-07-01","cited_by_count":11,"area":null},{"id":"2207.05324","title":"CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations","created":"2022-07-12","cited_by_count":10,"area":null},{"id":"2301.05601","title":"Sem@$K$: Is my knowledge graph embedding model semantic-aware?","created":"2023-01-13","cited_by_count":10,"area":null},{"id":"2309.12501","title":"Knowledge Graph Embedding: An Overview","created":"2023-09-21","cited_by_count":10,"area":null},{"id":"2302.02601","title":"Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction","created":"2023-02-06","cited_by_count":9,"area":null},{"id":"2402.19195","title":"Negative Sampling in Knowledge Graph Representation Learning: A Review","created":"2024-02-29","cited_by_count":9,"area":null},{"id":"2104.10880","title":"Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding","created":"2021-04-22","cited_by_count":8,"area":null},{"id":"2105.04484","title":"Towards Robust One-shot Task Execution using Knowledge Graph Embeddings","created":"2021-05-10","cited_by_count":8,"area":null},{"id":"2109.09587","title":"Recommender systems based on graph embedding techniques: A comprehensive review","created":"2021-09-20","cited_by_count":8,"area":null},{"id":"2306.16296","title":"Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning","created":"2023-06-28","cited_by_count":7,"area":null},{"id":"2202.07130","title":"STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation","created":"2022-02-15","cited_by_count":6,"area":null},{"id":"2407.11821","title":"Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings","created":"2024-07-16","cited_by_count":5,"area":null},{"id":"2105.13074","title":"Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion","created":"2021-05-27","cited_by_count":4,"area":null},{"id":"2106.14127","title":"Visual Conceptual Blending with Large-scale Language and Vision Models","created":"2021-06-27","cited_by_count":4,"area":null},{"id":"2109.10896","title":"Updating Embeddings for Dynamic Knowledge Graphs","created":"2021-09-22","cited_by_count":4,"area":null},{"id":"2206.12142","title":"ER: Equivariance Regularizer for Knowledge Graph Completion","created":"2022-06-24","cited_by_count":4,"area":null},{"id":"2207.11442","title":"$\\mu\\text{KG}$: A Library for Multi-source Knowledge Graph Embeddings and Applications","created":"2022-07-23","cited_by_count":4,"area":null},{"id":"2212.01384","title":"KGML-xDTD: A Knowledge Graph-based Machine Learning Framework for Drug Treatment Prediction and Mechanism Description","created":"2022-11-30","cited_by_count":4,"area":null},{"id":"2101.06569","title":"A Literature Review of Recent Graph Embedding Techniques for Biomedical Data","created":"2021-01-17","cited_by_count":3,"area":null},{"id":"2104.02284","title":"Text-guided Legal Knowledge Graph Reasoning","created":"2021-04-06","cited_by_count":3,"area":null},{"id":"2112.08589","title":"Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules","created":"2021-12-16","cited_by_count":3,"area":null},{"id":"2210.08922","title":"Joint Multilingual Knowledge Graph Completion and Alignment","created":"2022-10-17","cited_by_count":3,"area":null},{"id":"2210.13572","title":"Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer","created":"2022-10-24","cited_by_count":3,"area":null},{"id":"2301.00982","title":"Analogical Inference Enhanced Knowledge Graph Embedding","created":"2023-01-03","cited_by_count":3,"area":null},{"id":"2304.00378","title":"Knowledge Graph Embedding with 3D Compound Geometric Transformations","created":"2023-04-01","cited_by_count":3,"area":null},{"id":"2108.00159","title":"Learning Embeddings that Capture Spatial Semantics for Indoor Navigation","created":"2021-07-31","cited_by_count":2,"area":null},{"id":"2203.04702","title":"ModulE: Module Embedding for Knowledge Graphs","created":"2022-03-09","cited_by_count":2,"area":null},{"id":"2312.07589","title":"ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion","created":"2023-12-11","cited_by_count":2,"area":null},{"id":"2405.06418","title":"PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning","created":"2024-05-10","cited_by_count":2,"area":null},{"id":"2510.07736","title":"Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing","created":"2025-10-09","cited_by_count":2,"area":null},{"id":"2206.08021","title":"Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities","created":"2022-06-16","cited_by_count":1,"area":null},{"id":"2301.02781","title":"Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules","created":"2023-01-07","cited_by_count":1,"area":null},{"id":"2307.05627","title":"Separate-and-Aggregate: A Transformer-based Patch Refinement Model for Knowledge Graph Completion","created":"2023-07-11","cited_by_count":1,"area":null},{"id":"2411.09166","title":"Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey","created":"2024-11-14","cited_by_count":1,"area":null},{"id":"2506.02749","title":"Knowledge Graph Completion by Intermediate Variables Regularization","created":"2025-06-03","cited_by_count":1,"area":null},{"id":"2506.05626","title":"Two-dimensional Taxonomy for N-ary Knowledge Representation Learning Methods","created":"2025-06-05","cited_by_count":1,"area":null},{"id":"2508.15357","title":"KG-EDAS: A Meta-Metric Framework for Evaluating Knowledge Graph Completion Models","created":"2025-08-21","cited_by_count":1,"area":null},{"id":"2606.03365","title":"Link Prediction or Perdition: the Seeds of Instability in Knowledge Graph Embeddings","created":"2026-06-02","cited_by_count":1,"area":null},{"id":"2606.15646","title":"NeuroSymbolic AI for Legal AI-TRISM: Trustworthy, Reliable, Interpretable, Safe Models","created":"2026-04-05","cited_by_count":1,"area":null},{"id":"2104.13046","title":"A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking","created":"2021-04-27","cited_by_count":0,"area":null},{"id":"2112.09266","title":"Incomplete Knowledge Graph Alignment","created":"2021-12-17","cited_by_count":0,"area":null},{"id":"2206.00470","title":"Good Intentions: Adaptive Parameter Management via Intent Signaling","created":"2022-06-01","cited_by_count":0,"area":null},{"id":"2208.01735","title":"V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs","created":"2022-07-22","cited_by_count":0,"area":null},{"id":"2209.01350","title":"Semi-supervised Training for Knowledge Base Graph Self-attention Networks on Link Prediction","created":"2022-09-03","cited_by_count":0,"area":null},{"id":"2209.02390","title":"ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion","created":"2022-08-15","cited_by_count":0,"area":null},{"id":"2211.00914","title":"Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence","created":"2022-11-02","cited_by_count":0,"area":null},{"id":"2309.13834","title":"Prior Bilinear Based Models for Knowledge Graph Completion","created":"2023-09-25","cited_by_count":0,"area":null},{"id":"2310.10138","title":"Node-based Knowledge Graph Contrastive Learning for Medical Relationship Prediction","created":"2023-10-16","cited_by_count":0,"area":null},{"id":"2407.03704","title":"Neural Probabilistic Logic Learning for Knowledge Graph Reasoning","created":"2024-07-04","cited_by_count":0,"area":null},{"id":"2503.20278","title":"The cell as a token: high-dimensional geometry in language models and cell embeddings","created":"2025-03-26","cited_by_count":0,"area":null},{"id":"2504.13983","title":"QuatE-D: A Distance-Based Quaternion Model for Knowledge Graph Embedding","created":"2025-04-18","cited_by_count":0,"area":null},{"id":"2508.14091","title":"Logical Expressivity and Explanations for Monotonic GNNs with Scoring Functions","created":"2025-08-14","cited_by_count":0,"area":null},{"id":"2609.03487","title":"Pattern Over-Generalization of Knowledge Graph Embedding","created":"2026-09-03","cited_by_count":0,"area":null}],"next_cursor":null}