Scalable Optimal Transport in High Dimensions for Graph Distances,
Embedding Alignment, and More

Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More

14 July 2021

Johannes Klicpera

Stephan Günnemann

Papers citing "Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More"

10 / 10 papers shown

Title
Auto-encoding Molecules: Graph-Matching Capabilities Matter Magnus Cunow Gerrit Großmann GNN 40 0 0 01 Mar 2025
Safe Screening for Unbalanced Optimal Transport Xun Su Zhongxi Fang Hiroyuki Kasai OT 10 0 0 01 Jul 2023
Importance Sparsification for Sinkhorn Algorithm Mengyun Li Jun Yu Tao Li Cheng Meng OT 43 7 0 11 Jun 2023
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment Jianheng Tang Kangfei Zhao Jia Li 37 26 0 11 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 43 12 0 08 May 2023
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment Jielin Qiu Jiacheng Zhu Mengdi Xu Franck Dernoncourt Trung Bui Zhaowen Wang Bo-wen Li Ding Zhao Hailin Jin 41 11 0 10 Oct 2022
MHMS: Multimodal Hierarchical Multimedia Summarization Jielin Qiu Jiacheng Zhu Mengdi Xu Franck Dernoncourt Trung Bui Zhaowen Wang Bo-wen Li Ding Zhao Hailin Jin 19 12 0 07 Apr 2022
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics Tam Le Truyen V. Nguyen Dinh Q. Phung Viet Anh Nguyen OT 23 15 0 22 Feb 2022
Scatterbrain: Unifying Sparse and Low-rank Attention Approximation Beidi Chen Tri Dao Eric Winsor Zhao-quan Song Atri Rudra Christopher Ré 34 125 0 28 Oct 2021
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 174 1,635 0 11 Oct 2017