Exploiting Attribute Correlations: A Novel Trace Lasso-Based Weakly Supervised Dictionary Learning Method

Lin Wu , Yang Wang , Shirui Pan
IEEE Transactions on Systems, Man, and Cybernetics 47 ( 12) 4497 -4508

30
2017
Influence Spread in Geo-Social Networks: A Multiobjective Optimization Perspective

Liang Wang , Zhiwen Yu , Fei Xiong , Dingqi Yang
IEEE Transactions on Systems, Man, and Cybernetics 51 ( 5) 2663 -2675

4
2021
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications

Shaoxiong Ji , Shirui Pan , Xue Li , Erik Cambria
arXiv: Computers and Society

9
2019
Distributed Feature Selection for Big Data Using Fuzzy Rough Sets

Linghe Kong , Wenhao Qu , Jiadi Yu , Hua Zuo
IEEE Transactions on Fuzzy Systems 28 ( 5) 846 -857

6
2020
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network

Sheng Wan , Chen Gong , Ping Zhong , Shirui Pan
IEEE Transactions on Geoscience and Remote Sensing 59 ( 1) 597 -612

13
2021
Towards Spatio-Temporal Aware Traffic Time Series Forecasting--Full Version

Razvan-Gabriel Cirstea , Bin Yang , Chenjuan Guo , Tung Kieu
arXiv preprint arXiv:2203.15737

3
2022
A Comprehensive Survey on Distributed Training of Graph Neural Networks

Haiyang Lin , Mingyu Yan , Xiaochun Ye , Dongrui Fan
arXiv preprint arXiv:2211.05368

1
2022
Pseudo-riemannian graph convolutional networks

Bo Xiong , Shichao Zhu , Nico Potyka , Shirui Pan
Advances in Neural Information Processing Systems 35 3488 -3501

1
2022
Simple and efficient heterogeneous graph neural network

Xiaocheng Yang , Mingyu Yan , Shirui Pan , Xiaochun Ye
Smpte Journal 37 ( 9) 10816 -10824

2
2023
Beyond smoothing: Unsupervised graph representation learning with edge heterophily discriminating

Yixin Liu , Yizhen Zheng , Daokun Zhang , Vincent CS Lee
Smpte Journal 37 ( 4) 4516 -4524

2023
Model extraction attacks on graph neural networks: Taxonomy and realisation

Bang Wu , Xiangwen Yang , Shirui Pan , Xingliang Yuan
Smpte Journal 337 -350

21
2022
Toward Graph Self-Supervised Learning With Contrastive Adjusted Zooming

Yizhen Zheng , Ming Jin , Shirui Pan , Yuan-Fang Li
IEEE Transactions on Neural Networks and Learning Systems

7
2022
Graph neural network for local corruption recovery

Bingxin Zhou , Yuanhong Jiang , Yu Guang Wang , Jingwei Liang
arXiv preprint arXiv:2202.04936

3
2022
Contrastive Graph Similarity Networks

Luzhi Wang , Yizhen Zheng , Di Jin , Fuyi Li
ACM Transactions on the Web

2023
MAMDR: a model agnostic learning method for multi-domain recommendation

Linhao Luo , Yumeng Li , Buyu Gao , Shuai Tang
arXiv preprint arXiv:2202.12524

1
2022
Area Chairs

Ajita Rattani , Albert Ali Salah , Bernhard Egger , Hamdi Dibeklioglu
Smpte Journal

Deep Learning for Time Series Anomaly Detection: A Survey

Zahra Zamanzadeh Darban , Geoffrey I Webb , Shirui Pan , Charu C Aggarwal
arXiv e-prints arXiv -2211

2022
A comprehensive survey on graph neural networks. CoRR abs/1901.00596 (2019)

Zonghan Wu , Shirui Pan , Fengwen Chen , Guodong Long
arXiv preprint arXiv:1901.00596

38
2019
A comprehensive survey on graph neural networks. arXiv 2019

Zonghan Wu , Shirui Pan , Fengwen Chen , Guodong Long
arXiv preprint arXiv:1901.00596

34