Search Results for author: Rui Yin

Found 5 papers, 0 papers with code

Learning-based WiFi Traffic Load Estimation in NR-U Systems

no code implementations8 Feb 2021 Rui Yin, Zhiqun Zou, Celimuge Wu, Jiantao Yuan, Xianfu Chen, Guanding Yu

An unsupervised Neural Network (NN) structure is applied to filter the detected transmission collision probability on the unlicensed spectrum, which enables the NR users to precisely rectify the measurement error and estimate the number of active WiFi users.

Information Theory Information Theory

Distributed Spectrum and Power Allocation for D2D-U Networks: A Scheme based on NN and Federated Learning

no code implementations8 Feb 2021 Rui Yin, Zhiqun Zou, Celimuge Wu, Jiantao Yuan, Xianfu Chen

In this paper, a Device-to-Device communication on unlicensed bands (D2D-U) enabled network is studied.

Fairness Federated Learning Information Theory Information Theory

COMET: Convolutional Dimension Interaction for Collaborative Filtering

no code implementations28 Jul 2020 Zhuoyi Lin, Lei Feng, Xingzhi Guo, Yu Zhang, Rui Yin, Chee Keong Kwoh, Chi Xu

In this paper, we propose a novel latent factor model called COMET (COnvolutional diMEnsion inTeraction), which simultaneously model the high-order interaction patterns among historical interactions and embedding dimensions.

Collaborative Filtering

GLIMG: Global and Local Item Graphs for Top-N Recommender Systems

no code implementations28 Jul 2020 Zhuoyi Lin, Lei Feng, Rui Yin, Chi Xu, Chee-Keong Kwoh

We argue that recommendation on global and local graphs outperforms that on a single global graph or multiple local graphs.

Recommendation Systems

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