A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment

11 May 2023

Papers citing "A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment"

19 / 19 papers shown

Title
LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation Xin Mao Wenting Wang Yuanbin Wu Man Lan 3DV 70 35 0 19 Oct 2022
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment Qijie Ding Daokun Zhang Jie Yin OT 77 7 0 05 Sep 2022
Multi-modal Contrastive Representation Learning for Entity Alignment Zhenxi Lin Ziheng Zhang Meng Wang Yinghui Shi Xianlong Wu Yefeng Zheng 38 49 0 02 Sep 2022
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding Kexuan Xin Zequn Sun Wen Hua Wei Hu Jianfeng Qu Xiaofang Zhou OCL 41 13 0 23 Aug 2022
Rethinking Graph Neural Networks for Anomaly Detection Jianheng Tang Jiajin Li Zi-Chao Gao Jia Li 113 221 0 31 May 2022
An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection Shengxuan Luo Shengkang Yu 39 17 0 10 Mar 2022
Interactive Contrastive Learning for Self-supervised Entity Alignment Kaisheng Zeng Zhenhao Dong Lei Hou Yixin Cao Minghao Hu Jifan Yu Xin Lv Juanzi Li Ling Feng 66 25 0 17 Jan 2022
Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More Johannes Klicpera Marten Lienen Stephan Günnemann OT 65 13 0 14 Jul 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 276 3,411 0 18 Apr 2021
Mask-GVAE: Blind Denoising Graphs via Partition Jia Li Mengzhou Liu Honglei Zhang Pengyun Wang Yong Wen Lujia Pan Hong Cheng 67 9 0 08 Feb 2021
The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation Thibault Séjourné François-Xavier Vialard Gabriel Peyré OT 79 71 0 09 Sep 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 168 913 0 03 Jul 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network Kun Xu Liwei Wang Mo Yu Yansong Feng Yan Song Zhiguo Wang Dong Yu 84 238 0 28 May 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs Lingbing Guo Zequn Sun Wei Hu 72 268 0 13 May 2019
End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis Lin Xu Qixian Zhou Ke Gong Xiaodan Liang Jianheng Tang Liang Lin MedIm 89 173 0 30 Jan 2019
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 73 274 0 23 May 2018
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding Zequn Sun Wei Hu Chengkai Li 78 438 0 16 Aug 2017
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 220 4,288 0 04 Jun 2013