Interaction Embeddings for Prediction and Explanation in Knowledge Graphs

12 March 2019

Huajun Chen

Papers citing "Interaction Embeddings for Prediction and Explanation in Knowledge Graphs"

24 / 24 papers shown

Title
Social Biases in Knowledge Representations of Wikidata separates Global North from Global South Paramita Das Sai Keerthana Karnam Aditya Soni Animesh Mukherjee 186 0 0 05 May 2025
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr V. Cevher AAML 98 1 0 17 Apr 2025
Negative Sampling in Knowledge Graph Representation Learning: A Review Tiroshan Madushanka R. Ichise 57 8 0 29 Feb 2024
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion Jining Wang Chuan Chen Zibin Zheng Yuren Zhou 33 1 0 17 Jun 2023
Predicting affinity ties in a surname network M. Mendoza N. Bro 22 2 0 02 Jun 2023
Self-Explainable Graph Neural Networks for Link Prediction Huaisheng Zhu Dongsheng Luo Xianfeng Tang Junjie Xu Hui Liu Suhang Wang 23 1 0 21 May 2023
Catch Me If You Can: Semi-supervised Graph Learning for Spotting Money Laundering Md. Rezaul Karim Felix Hermsen S. Chala Paola de Perthuis Avikarsha Mandal 29 4 0 23 Feb 2023
A Pre-training Framework for Knowledge Graph Completion Kuan Xu Kuo Yang Hanyang Dong Xinyan Wang Jian Yu Xuezhong Zhou 18 0 0 06 Feb 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 45 110 0 12 Dec 2022
Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence Shanqing Yu Yijun Wu Ran Gan Jiajun Zhou Ziwan Zheng Qi Xuan 25 1 0 02 Nov 2022
Semi-supervised Training for Knowledge Base Graph Self-attention Networks on Link Prediction Shuanglong Yao D. Pi Junfu Chen Yufei Liu Zhiyuan Wu GNN 21 0 0 03 Sep 2022
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions A. Daruna Devleena Das Sonia Chernova 40 9 0 04 May 2022
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph Niclas Heilig Janina Kirchhoff Florian Stumpe Joan Plepi Lucie Flek Heiko Paulheim 27 7 0 28 Apr 2022
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs Wen Zhang Xian-gan Chen Zhen Yao Yin Hua Yushan Zhu ... Yajing Xu Ningyu Zhang Zonggang Yuan Feiyu Xiong Huajun Chen 32 12 0 25 Feb 2022
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 211 20 0 11 Nov 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 21 19 0 04 Nov 2021
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding Yin Hua Wen Zhang Yushan Zhu Hongting Zhou Zonggang Yuan Changliang Xu Hua-zeng Chen 30 56 0 27 Oct 2021
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models Simon Ott Christian Meilicke Matthias Samwald AI4CE 36 29 0 16 Sep 2021
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network Junkang Wu Wentao Shi Xuezhi Cao Jiawei Chen Wenqiang Lei Fuzheng Zhang Wei Wu Xiangnan He 29 67 0 22 Aug 2021
Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph Chi-Man Wong Fan Feng Wen Zhang Chi-Man Vong Hui Chen Yichi Zhang Peng He Hua-Ni Chen Kun Zhao Huajun Chen HAI 29 26 0 30 Apr 2021
FedE: Embedding Knowledge Graphs in Federated Setting Yin Hua Wen Zhang Zonggang Yuan Yantao Jia Huajun Chen FedML 24 77 0 24 Oct 2020
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation Mrigank Raman Aaron Chan Siddhant Agarwal Peifeng Wang Hansen Wang Sungchul Kim Ryan Rossi Handong Zhao Nedim Lipka Xiang Ren 41 19 0 24 Oct 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 27 343 0 03 Feb 2020
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs Yin Hua Wen Zhang Wei Zhang Qiang Chen Huajun Chen KELM 29 185 0 04 Sep 2019