Understanding Negative Sampling in Graph Representation Learning-Reference-Cited by-同舟云学术

Understanding Negative Sampling in Graph Representation Learning

Published:2020-07-06 Issue: Volume: Page:
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Container-title:Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
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Author:

Yang Zhen¹,Ding Ming¹,Zhou Chang²,Yang Hongxia²,Zhou Jingren²,Tang Jie¹

Affiliation:

1. Tsinghua University, Beijing, China

2. DAMO Academy, Alibaba Group, Hangzhou, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3394486.3403218

Reference46 articles.

1. Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model

2. Avishek Joey Bose Huan Ling and Yanshuai Cao. 2018. Adversarial Contrastive Estimation. (2018) 1021--1032. Avishek Joey Bose Huan Ling and Yanshuai Cao. 2018. Adversarial Contrastive Estimation. (2018) 1021--1032.

3. Hugo Caselles-Dupré Florian Lesaint and Jimena Royo-Letelier. 2018. Word2vec applied to recommendation: Hyperparameters matter. In RecSys'18. ACM 352--356. Hugo Caselles-Dupré Florian Lesaint and Jimena Royo-Letelier. 2018. Word2vec applied to recommendation: Hyperparameters matter. In RecSys'18. ACM 352--356.

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