Nimble GNN Embedding with Tensor-Train Decomposition

Nimble GNN Embedding with Tensor-Train Decomposition

21 June 2022

Christos Faloutsos

George Karypis

Papers citing "Nimble GNN Embedding with Tensor-Train Decomposition"

6 / 6 papers shown

Title
GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs Vipul Gupta Xin Chen Ruoyun Huang Fanlong Meng Jianjun Chen Yujun Yan GNN 36 0 0 22 Jul 2024
A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems Hung Vinh Tran Tong Chen Quoc Viet Hung Nguyen Zi-Rui Huang Lizhen Cui Hongzhi Yin 45 1 0 25 Jun 2024
Characterizing the Accuracy - Efficiency Trade-off of Low-rank Decomposition in Language Models Chakshu Moar Michael Pellauer Hyoukjun Kwon 38 1 0 10 May 2024
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Maolin Wang Yu Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 58 19 0 22 Jan 2023
Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems Weijie Zhao Deping Xie Ronglai Jia Yulei Qian Rui Ding Mingming Sun P. Li MoE 59 151 0 12 Mar 2020
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... Jun Zhao Haotong Zhang Alex Smola Jinyang Li Zheng-Wei Zhang AI4CE GNN 206 747 0 03 Sep 2019