Shan Xue

Shan Xue

Macquarie University

H-index: 14

Oceania-Australia

About Shan Xue

Shan Xue, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Macquarie University, specializes in the field of graph representation, network analysis, web search, data mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis

Single-stage oriented object detection via Corona Heatmap and Multi-stage Angle Prediction

Minimum entropy principle guided graph neural networks

Discriminative Graph-Level Anomaly Detection via Dual-Students-Teacher Model

Heterogeneous graph neural network via knowledge relations for fake news detection

State of the Art and Potentialities of Graph-level Learning

Self-supervised Heterogeneous Hypergraph Learning with Context-aware Pooling for Graph-level Classification

ProcessGPT: transforming business process management with generative artificial intelligence

Shan Xue Information

University

Position

___

Citations(all)

2193

Citations(since 2020)

1995

Cited By

550

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

20

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Shan Xue Skills & Research Interests

graph representation

network analysis

web search

data mining

Top articles of Shan Xue

Title

Journal

Author(s)

Publication Date

An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis

Xuexiong Luo

Guangwei Dong

Jia Wu

Amin Beheshti

Jian Yang

...

2024/3/4

Single-stage oriented object detection via Corona Heatmap and Multi-stage Angle Prediction

Knowledge-Based Systems

Beihang Song

Jing Li

Jia Wu

Shan Xue

Jun Chang

...

2024/4/18

Minimum entropy principle guided graph neural networks

Zhenyu Yang

Ge Zhang

Jia Wu

Jian Yang

Quan Z Sheng

...

2023/2/27

Discriminative Graph-Level Anomaly Detection via Dual-Students-Teacher Model

Fu Lin

Xuexiong Luo

Jia Wu

Jian Yang

Shan Xue

...

2023/8/27

Heterogeneous graph neural network via knowledge relations for fake news detection

Bingbing Xie

Xiaoxiao Ma

Jia Wu

Jian Yang

Shan Xue

...

2023/7/10

State of the Art and Potentialities of Graph-level Learning

Zhenyu Yang

Ge Zhang

Jia Wu

Jian Yang

Quan Z Sheng

...

2023/1/14

Self-supervised Heterogeneous Hypergraph Learning with Context-aware Pooling for Graph-level Classification

Malik Khizar Hayat

Shan Xue

Jian Yang

2023/12/1

ProcessGPT: transforming business process management with generative artificial intelligence

Amin Beheshti

Jian Yang

Quan Z Sheng

Boualem Benatallah

Fabio Casati

...

2023/7/2

Optimization of building demand flexibility using reinforcement learning and rule-based expert systems

Applied Energy

Xinlei Zhou

Shan Xue

Han Du

Zhenjun Ma

2023/11/15

Multi-aspect enhanced graph neural networks for recommendation

Neural Networks

Chenyan Zhang

Shan Xue

Jing Li

Jia Wu

Bo Du

...

2023/1/1

Attention deep residual networks for MR image analysis

Neural Computing and Applications

Mengqing Mei

Fazhi He

Shan Xue

2023/6

Check for updates Enhancing Trust Prediction in Attributed Social Networks with Self-Supervised Learning

Web Information Systems Engineering–WISE 2023: 24th International Conference, Melbourne, VIC, Australia, October 25–27, 2023, Proceedings

Hongjiao Liu

Shan Xue

Jian Yang

2023/10/21

Type information utilized event detection via multi-channel gnns in electrical power systems

ACM Transactions on Web (ACM TWEB)

Qian Li

Jianxin Li

Lihong Wang

Cheng Ji

Yiming Hei

...

2023

Enhancing Trust Prediction in Attributed Social Networks with Self-Supervised Learning

Hongjiao Liu

Shan Xue

Jian Yang

Jia Wu

2023/10/21

PD-SRS: Personalized Diversity for a Fair Session-Based Recommendation System

Naime Ranjbar Kermany

Luiz Pizzato

Jian Yang

Shan Xue

Jia Wu

2022/11/22

GARAT: generative adversarial learning for robust and accurate tracking

Neural Networks

Bowen Yao

Jing Li

Shan Xue

Jia Wu

Huanmei Guan

...

2022/4/1

Deep graph level anomaly detection with contrastive learning

Scientific Reports

Xuexiong Luo

Jia Wu

Jian Yang

Shan Xue

Hao Peng

...

2022/11/18

A comprehensive survey on community detection with deep learning

Xing Su

Shan Xue

Fanzhen Liu

Jia Wu

Jian Yang

...

2022/3/9

Single-stage Rotate Object Detector via Two Points with Solar Corona Heatmap

arXiv preprint arXiv:2202.06565

Beihang Song

Jing Li

Shan Xue

Jun Chang

Jia Wu

...

2022/2/14

eRiskCom: an e-commerce risky community detection platform

The VLDB Journal

Fanzhen Liu

Zhao Li

Baokun Wang

Jia Wu

Jian Yang

...

2022/9

See List of Professors in Shan Xue University(Macquarie University)

Co-Authors

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