Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs.

[BibT_eX]

[DOI]

Wen Zhang

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Neural-Symbolic Entangled Framework for Complex Query Answering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Disentangled Ontology Embedding for Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection.

[BibT_eX]

[DOI]

Proceedings of the 11th International Joint Conference on Knowledge Graphs, 2022

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Ruleformer: Context-aware Rule Mining over Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Molecular Contrastive Learning with Chemical Element Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Low-resource Learning with Knowledge Graphs: A Comprehensive Survey.

[BibT_eX]

[DOI]

CoRR, 2021

Standing on the Shoulders of Predecessors: Meta-Knowledge Transfer for Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

3D-Transformer: Molecular Representation with Transformer in 3D Space.

[BibT_eX]

[DOI]

CoRR, 2021

Knowledge Perceived Multi-modal Pretraining in E-commerce.

[BibT_eX]

[DOI]

CoRR, 2021

Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph.

[BibT_eX]

[DOI]

CoRR, 2021

Knowledge Perceived Multi-modal Pretraining in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules.

[BibT_eX]

[DOI]

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training.

[BibT_eX]

[DOI]

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

FedE: Embedding Knowledge Graphs in Federated Setting.

[BibT_eX]

[DOI]

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Billion-scale Pre-trained E-commerce Product Knowledge Graph Model.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning.

[BibT_eX]

[DOI]

CoRR, 2020

Neural Entity Summarization with Joint Encoding and Weak Supervision.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Interaction Embeddings for Prediction and Explanation in Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

XTransE: Explainable Knowledge Graph Embedding for Link Prediction with Lifestyles in e-Commerce.

[BibT_eX]

[DOI]

Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Incorporating Domain and Range of Relations for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Juan Li

Wen Zhang

Huajun Chen

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding, 2019

2018

Aligning Knowledge Base and Document Embedding Models Using Regularized Multi-Task Learning.

[BibT_eX]

[DOI]

Matthias Baumgartner