原创 UIL 算法論文 之 ABNE (IEEE 2019)
ABNE: An Attention-Based Network Embedding for User Alignment Across Social Networks 摘要：在本文中，我們提出了一個基於注意力的網絡嵌入模型，利用社會結構
2020-06-10 08:31:14
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原创 WORD TRANSLATION WITHOUT PARALLEL DATA ICLR2018
WORD TRANSLATION WITHOUT PARALLEL DATA ICLR2018 Alexis Conneau∗ † ‡ , Guillaume Lample∗ † § , Marc’Aurelio Ranzato† , L
2020-06-10 08:31:14
原创 UNSUPERVISED MACHINE TRANSLATION USING MONOLINGUAL CORPORA ONLY 閱讀筆記 無監督機器翻譯
UNSUPERVISED MACHINE TRANSLATION USING MONOLINGUAL CORPORA ONLY 時間會議：2018 ICLR 作者：Guillaume Lample † ‡ , Alexis Conneau
2020-06-10 08:31:14
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原创 GRAPH2SEQ: GRAPH TO SEQUENCE LEARNING WITH ATTENTION-BASED NEURAL NETWORKS
Introduction 提出了一種新的基於注意力的圖序列學習神經網絡模型Graph2Seq。Graph2Seq模型遵循傳統的編解碼器方法，包含兩個主要組件，一個圖形編碼器和一個序列解碼器。本文提出的圖形編碼器旨在學習表達性節點嵌入，並將
2020-06-10 08:31:14
原创 UIL 算法 之半監督模型的IONE
算法1 IONE 這篇論文是半監督的embedding方法。 Aligning users across social networks using network embedding . In IJCAI, 2016.
2019-06-11 03:38:43
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原创 Predict anchor links across social networks via an embedding approach閱讀筆記. In IJCAI, 2016.
Predict anchor links across social networks via an embedding approach. In IJCAI, 2016. 數據 使用微軟學術圈會議的數據，按領域劃分爲數據挖掘和人工智
2019-06-11 03:38:33
原创 Unsupervised User Identity Linkage via Factoid Embedding 閱讀筆記
無監督的用戶對齊學習 Unsupervised User Identity Linkage via Factoid Embedding 鏈接地址 https://arxiv.org/pdf/1901.06648.pdf 摘要 其關鍵思想是
2019-06-11 03:38:33
原创 DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data 閱讀筆記
DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data WWW2019paper 位置軌跡數據對齊，屬於基於內容的對齊任
2019-06-11 03:38:33
原创 CoLink: An Unsupervised Framework for User Identity Linkage
CoLink: An Unsupervised Framework for User Identity Linkage AAAI2018 摘要 在本文中，我們提出了一個通用的無監督框架CoLink來解決UIL問題。社交網絡的個人資料數據可
2019-06-11 03:38:33
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原创 UIL 算法學習 Structure Based User Identification across Social Networks
Structure Based User Identification across Social Networks 這是篇無監督的論文。 TKDE 2018 因此，在本研究中，我們研究了無監督策略，以純粹通過朋友關係識別跨越SN的匿名相
2019-06-11 03:38:33
原创 Graph Neural Networks for User Identity Linkage 2019 論文閱讀筆記
Graph Neural Networks for User Identity Linkage Wen Zhang, Kai Shu, Huan Liu, and Yalin Wang Computer Science and Engi
2019-06-11 03:38:33
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原创 ICLR2018 無監督翻譯學習 UNSUPERVISED NEURAL MACHINE TRANSLATION
UNSUPERVISED NEURAL MACHINE TRANSLATION INTRODUCTION 句子L1和L2使用共同的encoder模型，擁有各自的decoder模型,學習過程是源語言emcode到隱空間中，decoder
2019-06-11 03:38:33
原创 COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency 論文閱讀筆記
COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency Yutao Zhang , Jie Tang, Zhilin Yang,
2019-06-11 03:38:33
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原创 Generative Adversarial User Model for Reinforcement Learning Based Recommendation System
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System ICML 2019 摘要： 本文是推薦系統和強化學習結
2019-06-11 03:38:33
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原创 Mapping Users across Networks by Manifold Alignment on Hypergraph AAAI 2014
Mapping Users across Networks by Manifold Alignment on Hypergraph 使用超圖的概念學習用戶embedding 1 與傳統的半監督流形對齊方法不同，本文采用超圖方法對高階關係進
2019-06-11 03:38:33