Xueqi Ma

According to our database, Xueqi Ma authored at least 23 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks.

Chuang Liu, Xueqi Ma, Yibing Zhan, Liang Ding, Dapeng Tao, Bo Du, Wenbin Hu, Danilo P. Mandic

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Exploring sparsity in graph transformers.

Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, Dapeng Tao, Jia Wu, Wenbin Hu, Bo Du

Neural Networks, 2024

Finding core labels for maximizing generalization of graph neural networks.

Sichao Fu, Xueqi Ma, Yibing Zhan, Fanyu You, Qinmu Peng, Tongliang Liu, James Bailey, Danilo P. Mandic

Neural Networks, 2024

Dual-perspective Cross Contrastive Learning in Graph Transformers.

Zelin Yao, Chuang Liu, Xueqi Ma, Mukun Chen, Jia Wu, Xiantao Cai, Bo Du, Wenbin Hu

CoRR, 2024

Hi-GMAE: Hierarchical Graph Masked Autoencoders.

Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Dapeng Tao, Jia Wu, Wenbin Hu, Shirui Pan, Bo Du

CoRR, 2024

Training Sparse Graph Neural Networks via Pruning and Sprouting.

Xueqi Ma, Xingjun Ma, Sarah M. Erfani, James Bailey

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Gradformer: Graph Transformer with Exponential Decay.

Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Shirui Pan, Wenbin Hu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

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

Chuang Liu, Yuyao Wang, Yibing Zhan, Xueqi Ma, Dapeng Tao, Jia Wu, Wenbin Hu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Generating 3D House Wireframes with Semantics.

Xueqi Ma, Yilin Liu, Wenjun Zhou, Ruowei Wang, Hui Huang

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Graph structure reforming framework enhanced by commute time distance for graph classification.

Wenhang Yu, Xueqi Ma, James Bailey, Yibing Zhan, Jia Wu, Bo Du, Wenbin Hu

Neural Networks, November, 2023

Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes.

Chuang Liu, Wenhang Yu, Kuang Gao, Xueqi Ma, Yibing Zhan, Jia Wu, Bo Du, Wenbin Hu

CoRR, 2023

Gapformer: Graph Transformer with Graph Pooling for Node Classification.

Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, Dapeng Tao, Jia Wu, Wenbin Hu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Learning Representation on Optimized High-Order Manifold for Visual Classification.

Xueqi Ma, Weifeng Liu, Qi Tian, Yue Gao

IEEE Trans. Multim., 2022

Masked Graph Auto-Encoder Constrained Graph Pooling.

Chuang Liu, Yibing Zhan, Xueqi Ma, Dapeng Tao, Bo Du, Wenbin Hu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Appearance Design Method of "New Mandatory Standard" for Electric Bicycle Based on Online Comments.

Miao Liu, Xueqi Ma

Proceedings of the Advances in Industrial Design, 2021

2019

Hypergraph $p$ -Laplacian Regularization for Remotely Sensed Image Recognition.

Xueqi Ma, Weifeng Liu, Shuying Li, Dapeng Tao, Yicong Zhou

IEEE Trans. Geosci. Remote. Sens., 2019

$p$ -Laplacian Regularization for Scene Recognition.

Weifeng Liu, Xueqi Ma, Yicong Zhou, Dapeng Tao, Jun Cheng

IEEE Trans. Cybern., 2019

Effective human action recognition by combining manifold regularization and pairwise constraints.

Xueqi Ma, Dapeng Tao, Weifeng Liu

Multim. Tools Appl., 2019

Ensemble p-Laplacian Regularization for Scene Image Recognition.

Xueqi Ma, Weifeng Liu, Dapeng Tao, Yicong Zhou

Cogn. Comput., 2019

2018

Ensemble p-Laplacian Regularization for Remote Sensing Image Recognition.

Xueqi Ma, Weifeng Liu, Dapeng Tao, Yicong Zhou

CoRR, 2018

Hypergraph p-Laplacian Regularization for Remote Sensing Image Recognition.

Xueqi Ma, Weifeng Liu, Shuying Li, Yicong Zhou

CoRR, 2018

2016

Semi-supervised Hessian Eigenmap for Human Action Recognition.

Xueqi Ma, Jiaxing Pan, Yue Wang, Weifeng Liu

Proceedings of the Intelligent Visual Surveillance - 4th Chinese Conference, 2016

Local Structure Preserving Using Manifold Regularization and Pairwise Constraints for Action Recognition.

Xueqi Ma, Zhengyang Cao, Weifeng Liu

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016