Search Results for author: Pengfei Jiao

Found 5 papers, 3 papers with code

Representation Learning on Heterostructures via Heterogeneous Anonymous Walks

no code implementations18 Jan 2022 Xuan Guo, Pengfei Jiao, Ting Pan, Wang Zhang, Mengyu Jia, Danyang Shi, Wenjun Wang

Capturing structural similarity has been a hot topic in the field of network embedding recently due to its great help in understanding the node functions and behaviors.

Network Embedding

Block Modeling-Guided Graph Convolutional Neural Networks

1 code implementation27 Dec 2021 Dongxiao He, Chundong Liang, Huixin Liu, Mingxiang Wen, Pengfei Jiao, Zhiyong Feng

Graph Convolutional Network (GCN) has shown remarkable potential of exploring graph representation.

A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning

no code implementations3 Jan 2021 Di Jin, Zhizhi Yu, Pengfei Jiao, Shirui Pan, Dongxiao He, Jia Wu, Philip S. Yu, Weixiong Zhang

We conclude with discussions of the challenges of the field and suggestions of possible directions for future research.

Community Detection

NRPA: Neural Recommendation with Personalized Attention

5 code implementations29 May 2019 Hongtao Liu, Fangzhao Wu, Wenjun Wang, Xianchen Wang, Pengfei Jiao, Chuhan Wu, Xing Xie

In this paper we propose a neural recommendation approach with personalized attention to learn personalized representations of users and items from reviews.

Informativeness News Recommendation +1

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