KBGAN: Adversarial Learning for Knowledge Graph Embeddings

11 November 2017

Papers citing "KBGAN: Adversarial Learning for Knowledge Graph Embeddings"

43 / 43 papers shown

Title
MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Xiangjin Xie Yiran Chen Ruipeng Wang Kai Ouyang Zihan Zhang ... Buyue Qian Hansen Zheng Bo Hu Chengxiang Zhuo Zang Li 74 3 0 12 Feb 2025
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 68 3 0 01 Jul 2024
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion Wen Zhang Yajing Xu Peng Ye Zhiwei Huang Zezhong Xu Jiaoyan Chen Jeff Z. Pan Huajun Chen 29 1 0 26 Jun 2024
Personalized Negative Reservoir for Incremental Learning in Recommender Systems Antonios Valkanas Yuening Wang Yingxue Zhang Mark J. Coates CLL 48 1 0 06 Mar 2024
Negative Sampling in Knowledge Graph Representation Learning: A Review Tiroshan Madushanka R. Ichise 52 8 0 29 Feb 2024
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion Yichi Zhang Zhuo Chen Lei Liang Hua-zeng Chen Wen Zhang 56 4 0 22 Feb 2024
ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion Wenbin Guo Zhao Li Xin Wang Zirui Chen GNN 21 0 0 11 Dec 2023
Fast Knowledge Graph Completion using Graphics Processing Units Chun-Hee Lee Dong-oh Kang Hwa Jeon Song 17 1 0 22 Jul 2023
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding Honggen Zhang June Zhang Igor Molybog 26 4 0 17 May 2023
Joint embedding in Hierarchical distance and semantic representation learning for link prediction Jin Liu Jianye Chen Chongfeng Fan Feng Zhou 15 0 0 28 Mar 2023
Knowledge Graphs: Opportunities and Challenges Ciyuan Peng Feng Xia Mehdi Naseriparsa Francesco Osborne 22 242 0 24 Mar 2023
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 17 4 0 01 Mar 2023
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding Sang-hyun Je 27 3 0 12 Oct 2022
Generating Negative Samples for Sequential Recommendation Yong-Guang Chen Jia Li Zhiwei Liu N. Keskar Haiquan Wang Julian McAuley Caiming Xiong 35 4 0 07 Aug 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 39 45 0 13 Apr 2022
Description Logic EL++ Embeddings with Intersectional Closure X. Peng Zhenwei Tang Maxat Kulmanov Kexin Niu Robert Hoehndorf 25 18 0 28 Feb 2022
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion Guanglin Niu Bo-wen Li Yongfei Zhang Shi Pu 33 43 0 25 Feb 2022
MixKG: Mixing for harder negative samples in knowledge graph Feihu Che Guohua Yang Pengpeng Shao Dawei Zhang J. Tao 34 6 0 19 Feb 2022
Temporal Knowledge Graph Completion: A Survey Borui Cai Yong Xiang Longxiang Gao Heng Zhang Yunfeng Li Jianxin Li 19 89 0 16 Jan 2022
Scaling Knowledge Graph Embedding Models Nasrullah Sheikh Xiao Qin B. Reinwald Chuan Lei 39 5 0 08 Jan 2022
KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 18 10 0 17 Dec 2021
Pairwise Learning for Neural Link Prediction Zhitao Wang Yong Zhou L. Jeff Hong Yuanhang Zou Hanjing Su Shouzhi Chen 20 26 0 06 Dec 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 148 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 16 20 0 04 Nov 2021
Relation-aware Graph Attention Model With Adaptive Self-adversarial Training Xiao Qin Nasrullah Sheikh B. Reinwald Lingfei Wu 61 30 0 14 Feb 2021
RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion Hao Huang Guodong Long Tao Shen Jing Jiang Chengqi Zhang 23 9 0 10 Oct 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 26 114 0 16 Sep 2020
Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering Jingtao Ding Yuhan Quan Quanming Yao Yong Li Depeng Jin 16 97 0 07 Sep 2020
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 27 44 0 07 Aug 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 50 1,586 0 15 Jun 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning Tao Shen Yi Mao Pengcheng He Guodong Long Adam Trischler Weizhu Chen 15 63 0 29 Apr 2020
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs Zequn Sun Qingheng Zhang Wei Hu Chengming Wang Muhao Chen F. Akrami Chengkai Li 24 242 0 10 Mar 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 33 821 0 20 Jan 2020
Probability Calibration for Knowledge Graph Embedding Models Pedro Tabacof Luca Costabello 8 45 0 20 Dec 2019
Relation Adversarial Network for Low Resource Knowledge Graph Completion Ningyu Zhang Shumin Deng Zhanlin Sun Jiaoayan Chen Wei Zhang Huajun Chen 15 71 0 08 Nov 2019
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 22 815 0 08 Nov 2019
Regularized Adversarial Sampling and Deep Time-aware Attention for Click-Through Rate Prediction Yikai Wang Liang Zhang Quanyu Dai F. Sun Bo Zhang Yang He Weipeng P. Yan Yongjun Bao OOD 18 13 0 03 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 10 336 0 01 Nov 2019
Composing Knowledge Graph Embeddings via Word Embeddings Lianbo Ma Peng Sun Zhiwei Lin Hui Wang CoGe 33 10 0 09 Sep 2019
Populating Web Scale Knowledge Graphs using Distantly Supervised Relation Extraction and Validation Sarthak Dash Michael R. Glass A. Gliozzo Mustafa Canim 23 3 0 21 Aug 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 32 2,084 0 26 Feb 2019
Automatic Detection of Vague Words and Sentences in Privacy Policies Logan Lebanoff Fei Liu EgoV 23 40 0 19 Aug 2018
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization Dai Quoc Nguyen Thanh Tien Vu T. Nguyen Dat Quoc Nguyen Dinh Q. Phung GNN 3DPC KELM 27 231 0 13 Aug 2018