Xiangyu Song

Xiangyu Song

Deakin University

H-index: 10

Oceania-Australia

About Xiangyu Song

Xiangyu Song, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Deakin University, specializes in the field of Learning Analytics, Representation Learning, Deep Learning on graph.

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

A Non-overlapping Sampling Approach with Peak Data Utilization for Hyperspectral Classification

Progressive deep multi-view comprehensive representation learning

Dynamic correlation adjacency-matrix-based graph neural networks for traffic flow prediction

Distributed optimization of graph convolutional network using subgraph variance

Unbalanced Multi-view Deep Learning

Research on question retrieval method for community question answering

A survey on deep learning based knowledge tracing

Robust cross-network node classification via constrained graph mutual information

Xiangyu Song Information

University

Position

___

Citations(all)

661

Citations(since 2020)

661

Cited By

7

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Xiangyu Song Skills & Research Interests

Learning Analytics

Representation Learning

Deep Learning on graph

Top articles of Xiangyu Song

A Non-overlapping Sampling Approach with Peak Data Utilization for Hyperspectral Classification

IEEE Geoscience and Remote Sensing Letters

2024/1/29

Xiangyu Song
Xiangyu Song

H-Index: 2

Dan Zhu
Dan Zhu

H-Index: 18

Progressive deep multi-view comprehensive representation learning

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Dynamic correlation adjacency-matrix-based graph neural networks for traffic flow prediction

Sensors

2023/3/7

Distributed optimization of graph convolutional network using subgraph variance

IEEE Transactions on Neural Networks and Learning Systems

2023/2/22

Unbalanced Multi-view Deep Learning

2023/10/26

Research on question retrieval method for community question answering

Multimedia Tools and Applications

2023/7

Yong Sun
Yong Sun

H-Index: 15

Xiangyu Song
Xiangyu Song

H-Index: 2

A survey on deep learning based knowledge tracing

Knowledge-Based Systems

2022/12/22

Robust cross-network node classification via constrained graph mutual information

Knowledge-Based Systems

2022/12/5

Parallelized nonlinear target detection for asbestos identification in large-scale remote sensing data

IEEE Geoscience and Remote Sensing Letters

2022/11/24

Simultaneous Multiple Object Detection and Pose Estimation using 3D Model Infusion with Monocular Vision

arXiv preprint arXiv:2211.11188

2022/11/21

Uncertainty-aware multiview deep learning for internet of things applications

IEEE Transactions on Industrial Informatics

2022/9/29

Sentiment analysis and topic modeling for COVID-19 vaccine discussions

World Wide Web

2022/5

A survey on location-driven influence maximization

2022/4/17

Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing

Knowledge-Based Systems

2022/4/6

Jkt: A joint graph convolutional network based deep knowledge tracing

Information Sciences

2021/11/1

Deep fusion of multimodal features for social media retweet time prediction

World Wide Web

2021/7

Representation learning for short text clustering

2021

Sequential engagement-based online learning analytics and prediction

2021/1/1

Xiangyu Song
Xiangyu Song

H-Index: 2

Jianxin Li
Jianxin Li

H-Index: 35

SEPN: A Sequential Engagement Based Academic Performance Prediction Model

IEEE Intelligent Systems

2020/7/8

Simultaneous detection and tracking with motion modelling for multiple object tracking

2020

See List of Professors in Xiangyu Song University(Deakin University)

Co-Authors

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