Xueqi Ma

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Graph Structure

Image Recognition

Pairwise Constraints

Top Venues

Neural Networks

IEEE Trans. Cybern.

Publications

Zelin Yao, Chuang Liu, Xueqi Ma, Mukun Chen, Jia Wu, Xiantao Cai, Bo Du, Wenbin Hu
Dual-perspective Cross Contrastive Learning in Graph Transformers. CoRR (2024)
Xueqi Ma, Xingjun Ma, Sarah M. Erfani, James Bailey
Training Sparse Graph Neural Networks via Pruning and Sprouting. SDM (2024)
Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, Dapeng Tao, Jia Wu, Wenbin Hu, Bo Du
Exploring sparsity in graph transformers. Neural Networks 174 (2024)
Xueqi Ma, Yilin Liu, Wenjun Zhou, Ruowei Wang, Hui Huang
Generating 3D House Wireframes with Semantics. CoRR (2024)
Chuang Liu, Yuyao Wang, Yibing Zhan, Xueqi Ma, Dapeng Tao, Jia Wu, Wenbin Hu
Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders. CoRR (2024)
Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Dapeng Tao, Jia Wu, Wenbin Hu, Shirui Pan, Bo Du
Hi-GMAE: Hierarchical Graph Masked Autoencoders. CoRR (2024)
Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Shirui Pan, Wenbin Hu
Gradformer: Graph Transformer with Exponential Decay. CoRR (2024)
Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, Dapeng Tao, Jia Wu, Wenbin Hu
Gapformer: Graph Transformer with Graph Pooling for Node Classification. IJCAI (2023)
Wenhang Yu, Xueqi Ma, James Bailey, Yibing Zhan, Jia Wu, Bo Du, Wenbin Hu
Graph structure reforming framework enhanced by commute time distance for graph classification. Neural Networks 168 (2023)
Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, Dapeng Tao, Jia Wu, Wenbin Hu, Bo Du
Exploring Sparsity in Graph Transformers. CoRR (2023)
Chuang Liu, Wenhang Yu, Kuang Gao, Xueqi Ma, Yibing Zhan, Jia Wu, Bo Du, Wenbin Hu
Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes. CoRR (2023)
Xueqi Ma, Weifeng Liu, Qi Tian, Yue Gao
Learning Representation on Optimized High-Order Manifold for Visual Classification. IEEE Trans. Multim. 24 (2022)
Chuang Liu, Yibing Zhan, Xueqi Ma, Dapeng Tao, Bo Du, Wenbin Hu
Masked Graph Auto-Encoder Constrained Graph Pooling. ECML/PKDD (2) (2022)
Chuang Liu, Xueqi Ma, Yibing Zhan, Liang Ding, Dapeng Tao, Bo Du, Wenbin Hu, Danilo P. Mandic
Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks. CoRR (2022)
Miao Liu, Xueqi Ma
Appearance Design Method of "New Mandatory Standard" for Electric Bicycle Based on Online Comments. AHFE (2) (2021)
Xueqi Ma, Weifeng Liu, Shuying Li, Dapeng Tao, Yicong Zhou
Hypergraph $p$ -Laplacian Regularization for Remotely Sensed Image Recognition. IEEE Trans. Geosci. Remote. Sens. 57 (3) (2019)
Xueqi Ma, Weifeng Liu, Dapeng Tao, Yicong Zhou
Ensemble p-Laplacian Regularization for Scene Image Recognition. Cogn. Comput. 11 (6) (2019)
Xueqi Ma, Dapeng Tao, Weifeng Liu
Effective human action recognition by combining manifold regularization and pairwise constraints. Multim. Tools Appl. 78 (10) (2019)
Weifeng Liu, Xueqi Ma, Yicong Zhou, Dapeng Tao, Jun Cheng
$p$ -Laplacian Regularization for Scene Recognition. IEEE Trans. Cybern. 49 (8) (2019)
Xueqi Ma, Weifeng Liu, Shuying Li, Yicong Zhou
Hypergraph p-Laplacian Regularization for Remote Sensing Image Recognition. CoRR (2018)
Xueqi Ma, Weifeng Liu, Dapeng Tao, Yicong Zhou
Ensemble p-Laplacian Regularization for Remote Sensing Image Recognition. CoRR (2018)
Xueqi Ma, Jiaxing Pan, Yue Wang, Weifeng Liu
Semi-supervised Hessian Eigenmap for Human Action Recognition. IVS (2016)
Xueqi Ma, Zhengyang Cao, Weifeng Liu
Local Structure Preserving Using Manifold Regularization and Pairwise Constraints for Action Recognition. ICDM Workshops (2016)