Jia Wu

Jia Wu

Macquarie University

H-index: 51

Oceania-Australia

About Jia Wu

Jia Wu, With an exceptional h-index of 51 and a recent h-index of 46 (since 2020), a distinguished researcher at Macquarie University, specializes in the field of Data Mining, Graph Mining, Social Networks.

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

Knowledge Distillation Guided Interpretable Brain Subgraph Neural Networks for Brain Disorder Exploration

Confusable facial expression recognition with geometry-aware conditional network

Exploring sparsity in graph transformers

A comprehensive survey on graph summarization with graph neural networks

Contrastive graph learning long and short-term interests for POI recommendation

Complex query answering over knowledge graphs foundation model using region embeddings on a lie group

GraphSUM: Scalable Graph Summarization for Efficient Question Answering

An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis

Jia Wu Information

University

Position

___

Citations(all)

9317

Citations(since 2020)

8020

Cited By

3299

hIndex(all)

51

hIndex(since 2020)

46

i10Index(all)

149

i10Index(since 2020)

137

Email

University Profile Page

Macquarie University

Google Scholar

View Google Scholar Profile

Jia Wu Skills & Research Interests

Data Mining

Graph Mining

Social Networks

Top articles of Jia Wu

Title

Journal

Author(s)

Publication Date

Knowledge Distillation Guided Interpretable Brain Subgraph Neural Networks for Brain Disorder Exploration

IEEE Transactions on Neural Networks and Learning Systems

Xuexiong Luo

Jia Wu

Jian Yang

Hongyang Chen

Zhao Li

...

2024/2/13

Confusable facial expression recognition with geometry-aware conditional network

Pattern Recognition

Tong Liu

Jing Li

Jia Wu

Bo Du

Jun Wan

...

2024/4/1

Exploring sparsity in graph transformers

Neural Networks

Chuang Liu

Yibing Zhan

Xueqi Ma

Liang Ding

Dapeng Tao

...

2024/3/26

A comprehensive survey on graph summarization with graph neural networks

Nasrin Shabani

Jia Wu

Amin Beheshti

Quan Z Sheng

Jin Foo

...

2024/1/8

Contrastive graph learning long and short-term interests for POI recommendation

Expert Systems with Applications

Jiarun Fu

Rong Gao

Yonghong Yu

Jia Wu

Jing Li

...

2024/3/15

Complex query answering over knowledge graphs foundation model using region embeddings on a lie group

World Wide Web

Zhengyun Zhou

Guojia Wan

Shirui Pan

Jia Wu

Wenbin Hu

...

2024/5

GraphSUM: Scalable Graph Summarization for Efficient Question Answering

Nasrin Shabani

Amin Beheshti

Jia Wu

Maryam Khanian Najafabadi

Jin Foo

...

2024

An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis

Xuexiong Luo

Guangwei Dong

Jia Wu

Amin Beheshti

Jian Yang

...

2024/3/4

Flexibly utilizing syntactic knowledge in aspect-based sentiment analysis

Information Processing & Management

Xiaosai Huang

Jing Li

Jia Wu

Jun Chang

Donghua Liu

...

2024/5/1

Survey and open problems in privacy-preserving knowledge graph: merging, query, representation, completion, and applications

International Journal of Machine Learning and Cybernetics

Chaochao Chen

Fei Zheng

Jamie Cui

Yuwei Cao

Guanfeng Liu

...

2024/3/2

Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders

arXiv preprint arXiv:2404.15806

Chuang Liu

Yuyao Wang

Yibing Zhan

Xueqi Ma

Dapeng Tao

...

2024/4/24

Towards a better negative sampling strategy for dynamic graphs

Neural Networks

Kuang Gao

Chuang Liu

Jia Wu

Bo Du

Wenbin Hu

2024/2/17

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

AG-Meta: Adaptive graph meta-learning via representation consistency over local subgraphs

Pattern Recognition

Yi Wang

Changqin Huang

Ming Li

Qionghao Huang

Xuemei Wu

...

2024/7/1

Intra-and inter-association attention network-enhanced policy learning for social group recommendation

World Wide Web

Youquan Wang

Zhiwen Dai

Jie Cao

Jia Wu

Haicheng Tao

...

2023/1

LGM-GNN: A local and global aware memory-based graph neural network for fraud detection

IEEE Transactions on Big Data

Pengbo Li

Hang Yu

Xiangfeng Luo

Jia Wu

2023/1/6

Deep factor learning for accurate brain neuroimaging data analysis on discrimination for structural MRI and functional MRI

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Hengjin Ke

Dan Chen

Quanming Yao

Yunbo Tang

Jia Wu

...

2023/3/6

Heterogeneous graph neural network via knowledge relations for fake news detection

Bingbing Xie

Xiaoxiao Ma

Jia Wu

Jian Yang

Shan Xue

...

2023/7/10

A comprehensive survey on pretrained foundation models: A history from bert to chatgpt

arXiv preprint arXiv:2302.09419

Lichao Sun Ce Zhou

Qian Li

Chen Li

Jun Yu

Yixin Liu

...

2023/2/18

Gapformer: Graph transformer with graph pooling for node classification

Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI-23)

Chuang Liu

Yibing Zhan

Xueqi Ma

Liang Ding

Dapeng Tao

...

2023/8/19

See List of Professors in Jia Wu University(Macquarie University)

Co-Authors

H-index: 194
Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

H-index: 88
Hui Xiong, Fellow of AAAS and IEEE

Hui Xiong, Fellow of AAAS and IEEE

Rutgers, The State University of New Jersey

H-index: 82
Xindong Wu

Xindong Wu

Hefei University of Technology

H-index: 74
Ivor W. Tsang, IEEE Fellow

Ivor W. Tsang, IEEE Fellow

University of Technology

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