Incorporating GAN for Negative Sampling in Knowledge Representation
Learning

Incorporating GAN for Negative Sampling in Knowledge Representation Learning

23 September 2018

Papers citing "Incorporating GAN for Negative Sampling in Knowledge Representation Learning"

16 / 16 papers shown

Title
Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity H. Chung Jungtaek Kim Hyungeun Jo Hyungwon Choi 52 0 0 01 Aug 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 58 4 0 22 Feb 2024
Fast Knowledge Graph Completion using Graphics Processing Units Chun-Hee Lee Dong-oh Kang Hwa Jeon Song 22 1 0 22 Jul 2023
Leveraging Wikidata's edit history in knowledge graph refinement tasks A. Hevia Daniel Gayo-Avello KELM 28 2 0 27 Oct 2022
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding Sang-hyun Je 30 3 0 12 Oct 2022
MixKG: Mixing for harder negative samples in knowledge graph Feihu Che Guohua Yang Pengpeng Shao Dawei Zhang J. Tao 39 6 0 19 Feb 2022
Stay Positive: Knowledge Graph Embedding Without Negative Sampling Ainaz Hajimoradlou Seyed Mehran Kazemi 25 9 0 07 Jan 2022
KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 21 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
Unsupervised Path Representation Learning with Curriculum Negative Sampling Sean Bin Yang Chenjuan Guo Jilin Hu Jiangtao Tang Bin Yang SSL 24 48 0 17 Jun 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
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 52 1,587 0 15 Jun 2020
Composing Knowledge Graph Embeddings via Word Embeddings Lianbo Ma Peng Sun Zhiwei Lin Hui Wang CoGe 36 10 0 09 Sep 2019
Image-embodied Knowledge Representation Learning Ruobing Xie Zhiyuan Liu Huanbo Luan Maosong Sun 122 211 0 22 Sep 2016