Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation Apr 21, 2020 Knowledge Graphs Semantic Segmentation
Code Code Available Duplication Detection in Knowledge Graphs: Literature and Tools Apr 17, 2020 Knowledge Graphs
Code Code Available KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Apr 8, 2020 Domain Adaptation Knowledge Graphs
Code Code Available Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders Apr 6, 2020 Knowledge Graphs Link Prediction
Code Code Available Graph Hawkes Neural Network for Forecasting on Temporal Knowledge Graphs Mar 30, 2020 Knowledge Graphs
Code Code Available What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization Mar 23, 2020 Knowledge Graphs Question Answering
Code Code Available Self-Constructing Graph Convolutional Networks for Semantic Labeling Mar 15, 2020 Graph Reconstruction Knowledge Graphs
Code Code Available Evaluating Logical Generalization in Graph Neural Networks Mar 14, 2020 Continual Learning Diversity
Code Code Available A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs Mar 10, 2020 Benchmarking Entity Alignment
Code Code Available Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution Mar 9, 2020 Attribute Knowledge Graphs
Code Code Available On the Role of Conceptualization in Commonsense Knowledge Graph Construction Mar 6, 2020 Diversity graph construction
Code Code Available Learning Dynamic Belief Graphs to Generalize on Text-Based Games Feb 21, 2020 Decision Making Knowledge Graphs
Code Code Available A Toolkit for Generating Code Knowledge Graphs Feb 21, 2020 Code Search Image Classification
Code Code Available How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents Feb 19, 2020 Knowledge Graphs reinforcement-learning
Code Code Available Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings Feb 14, 2020 Complex Query Answering Knowledge Graphs
Code Code Available RDFFrames: Knowledge Graph Access for Machine Learning Tools Feb 10, 2020 BIG-bench Machine Learning Knowledge Graphs
Code Code Available Message Passing Query Embedding Feb 6, 2020 Entity Embeddings Graph Neural Network
Code Code Available MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph Feb 3, 2020 Entity Alignment Entity Embeddings
Code Code Available Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Feb 3, 2020 Graph Embedding Knowledge Graph Embedding
Code Code Available Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs Jan 29, 2020 Data-to-Text Generation Graph-to-Sequence
Code Code Available Deep Graph Matching Consensus Jan 27, 2020 Entity Alignment Graph Matching
Code Code Available Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Jan 8, 2020 Knowledge Graph Completion Knowledge Graphs
Code Code Available Bridging Knowledge Graphs to Generate Scene Graphs Jan 7, 2020 Graph Generation Knowledge Graphs
Code Code Available Reasoning on Knowledge Graphs with Debate Dynamics Jan 2, 2020 General Classification Knowledge Graphs
Code Code Available Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Nov 21, 2019 Graph Embedding Knowledge Graph Completion
Code Code Available Inductive Relation Prediction by Subgraph Reasoning Nov 16, 2019 Graph Embedding Graph Neural Network
Code Code Available Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs Sep 30, 2019 Graph Attention Knowledge Graphs
Code Code Available Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding Space Sep 17, 2019 Graph Embedding Knowledge Graph Completion
Code Code Available KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Sep 4, 2019 Common Sense Reasoning Knowledge Base Question Answering
Code Code Available Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs Aug 22, 2019 Entity Alignment Entity Embeddings
Code Code Available Neural Machine Translating from Natural Language to SPARQL Jun 21, 2019 Knowledge Graphs Machine Translation
Code Code Available KGAT: Knowledge Graph Attention Network for Recommendation May 20, 2019 Explainable Recommendation Graph Neural Network
Code Code Available ASER: A Large-scale Eventuality Knowledge Graph May 1, 2019 Knowledge Graphs World Knowledge
Code Code Available Text Generation from Knowledge Graphs with Graph Transformers Apr 4, 2019 Decoder Dialogue Generation
Code Code Available Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective Mar 27, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available MMKG: Multi-Modal Knowledge Graphs Mar 13, 2019 Knowledge Graphs Link Prediction
Code Code Available RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Feb 26, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available TuckER: Tensor Factorization for Knowledge Graph Completion Jan 28, 2019 Knowledge Graph Completion Knowledge Graphs
Code Code Available Multi-Hop Knowledge Graph Reasoning with Reward Shaping Aug 31, 2018 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available Embedding Logical Queries on Knowledge Graphs Jun 5, 2018 Complex Query Answering Knowledge Graphs
Code Code Available Scene Graph Parsing as Dependency Parsing Mar 25, 2018 Dependency Parsing Image Retrieval
Code Code Available RDF2Vec: RDF Graph Embeddings and Their Applications Nov 10, 2017 Entity Embeddings General Knowledge
Code Code Available Convolutional 2D Knowledge Graph Embeddings Jul 5, 2017 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available Modeling Relational Data with Graph Convolutional Networks Mar 17, 2017 Decoder General Classification
Code Code Available SMART: Relation-Aware Learning of Geometric Representations for Knowledge Graphs Jul 17, 2025 Graph Embedding Graph Representation Learning
— Unverified Topic Modeling and Link-Prediction for Material Property Discovery Jul 8, 2025 Knowledge Graphs Link Prediction
— Unverified Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs Jul 5, 2025 Graph Neural Network Information Retrieval
Code Code Available Context-Driven Knowledge Graph Completion with Semantic-Aware Relational Message Passing Jun 29, 2025 Knowledge Graph Completion Knowledge Graphs
— Unverified Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph Jun 26, 2025 Knowledge Graphs
— Unverified Active Inference AI Systems for Scientific Discovery Jun 26, 2025 counterfactual Counterfactual Reasoning
— Unverified 