Chris Ding

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 41

Top Topics

Dimensionality Reduction Methods

Data Representation

Discriminant Analysis

Spectral Clustering

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Wen-Bin Wu, Sibao Chen, Chris Ding, Bin Luo
Non-linear Feature Selection Based on Convolution Neural Networks with Sparse Regularization. Cogn. Comput. 16 (2) (2024)
Jicong Fan, Rui Chen, Zhao Zhang, Chris Ding
Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice. ICLR (2024)
Longkang Li, Siyuan Liang, Zihao Zhu, Chris Ding, Hongyuan Zha, Baoyuan Wu
Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning. AAAI (2024)
Han Lu, Fangfang Li, Quanxue Gao, Cheng Deng, Chris Ding, Qianqian Wang
Fuzzy K-Means Clustering without Cluster Centroids. CoRR (2024)
Beibei Wang, Bo Jiang, Chris Ding
FL-GNNs: Robust Network Representation via Feature Learning Guided Graph Neural Networks. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Deyu Zeng, Chris Ding, Zongze Wu, Xiaopin Zhong, Weixiang Liu
Segmentary group-sparsity self-representation learning and spectral clustering via double L21 norm. Knowl. Based Syst. 286 (2024)
Dong Qiao, Chris Ding, Jicong Fan
Federated Spectral Clustering via Secure Similarity Reconstruction. NeurIPS (2023)
Wen-Bin Wu, Jun-Jun Sun, Sibao Chen, Chris Ding, Bin Luo
Combinatorial online high-order interactive feature selection based on dynamic graph convolution network. Signal Process. 212 (2023)
Wei Xia, Quanxue Gao, Qianqian Wang, Xinbo Gao, Chris Ding, Dacheng Tao
Tensorized Bipartite Graph Learning for Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Wenwen Min, Taosheng Xu, Chris Ding
Weighted Sparse Partial Least Squares for Joint Sample and Feature Selection. CoRR (2023)
Ziheng Sun, Chris Ding, Jicong Fan
Lovász Principle for Unsupervised Graph Representation Learning. NeurIPS (2023)
Deyu Zeng, Jing Sun, Zongze Wu, Chris Ding, Zhigang Ren
Data representation learning via dictionary learning and self-representation. Appl. Intell. 53 (22) (2023)
Yixiong Chen, Li Liu, Jingxian Li, Hua Jiang, Chris Ding, Zongwei Zhou
MetaLR: Meta-tuning of Learning Rates for Transfer Learning in Medical Imaging. MICCAI (1) (2023)
Deyu Zeng, Zongze Wu, Chris Ding, Zhigang Ren, Qingyu Yang, Shengli Xie
Labeled-Robust Regression: Simultaneous Data Recovery and Classification. IEEE Trans. Cybern. 52 (6) (2022)
Longkang Li, Siyuan Liang, Zihao Zhu, Xiaochun Cao, Chris Ding, Hongyuan Zha, Baoyuan Wu
Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning. CoRR (2022)
Haoming He, Deyu Zeng, Chris Ding, Zongze Wu
Data Representation and Clustering with Double Low-Rank Constraints. ICONIP (4) (2022)
Yixiong Chen, Jingxian Li, Chris Ding, Li Liu
Rethinking Two Consensuses of the Transferability in Deep Learning. CoRR (2022)
Yixiong Chen, Jingxian Li, Hua Jiang, Li Liu, Chris Ding
MetaLR: Layer-wise Learning Rate based on Meta-Learning for Adaptively Fine-tuning Medical Pre-trained Models. CoRR (2022)
Huifang Xu, Bo Jiang, Chris Ding
MvInf: Social Influence Prediction with Multi-view Graph Attention Learning. Cogn. Comput. 14 (3) (2022)
Zongze Wu, Sihui Liu, Chris Ding, Zhigang Ren, Shengli Xie
Learning Graph Similarity With Large Spectral Gap. IEEE Trans. Syst. Man Cybern. Syst. 51 (3) (2021)
Feiping Nie, Lai Tian, Heng Huang, Chris Ding
Non-Greedy L21-Norm Maximization for Principal Component Analysis. IEEE Trans. Image Process. 30 (2021)
Bo Jiang, Chris Ding
-Norm Robustness With Vector Outlier Regularization. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Shuai Zheng, Chris Ding
A group lasso based sparse KNN classifier. Pattern Recognit. Lett. 131 (2020)
Runkai Zheng, Zhijia Yu, Yinqi Zhang, Chris Ding, Hei Victor Cheng, Li Liu
Towards Class-Specific Unit. CoRR (2020)
Yun Liu, Rui Zhang, Feiping Nie, Xuelong Li, Chris Ding
Supervised Dimensionality Reduction Methods via Recursive Regression. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Qianqian Wang, Quanxue Gao, Gan Sun, Chris Ding
Double robust principal component analysis. Neurocomputing 391 (2020)
Quanxue Gao, Sai Xu, Fang Chen, Chris Ding, Xinbo Gao, Yunsong Li
${R}_1$ -2-DPCA and Face Recognition. IEEE Trans. Cybern. 49 (4) (2019)
Di Ming, Chris Ding, Feiping Nie
A Probabilistic Derivation of LASSO and L12-Norm Feature Selections. AAAI (2019)
Di Ming, Chris Ding
Robust Flexible Feature Selection via Exclusive L21 Regularization. IJCAI (2019)
Shuai Zheng, Chris Ding
Sparse classification using Group Matching Pursuit. Neurocomputing 338 (2019)
Shuai Zheng, Chris Ding, Feiping Nie, Heng Huang
Harmonic Mean Linear Discriminant Analysis. IEEE Trans. Knowl. Data Eng. 31 (8) (2019)
Bo Jiang, Chris Ding, Jin Tang, Bin Luo
Image Representation and Learning With Graph-Laplacian Tucker Tensor Decomposition. IEEE Trans. Cybern. 49 (4) (2019)
Bo Jiang, Zhouqin He, Chris Ding, Bin Luo
Saliency detection via a multi-layer graph based diffusion model. Neurocomputing 314 (2018)
Si-Bao Chen, Chong Zuo, Chris Ding, Bin Luo
Non-greedy Max-min Large Margin based on L1-norm. Pattern Recognit. Lett. 108 (2018)
Weiwei Shi, Yihong Gong, Chris Ding, Zhiheng Ma, Xiaoyu Tao, Nanning Zheng
Transductive Semi-Supervised Deep Learning Using Min-Max Features. ECCV (5) (2018)
Shuai Zheng, Chris Ding
Minimal Support Vector Machine. CoRR (2018)
Bo Jiang, Chris Ding, Bin Luo
Robust data representation using locally linear embedding guided PCA. Neurocomputing 275 (2018)
Bo Jiang, Chris Ding
Outlier Regularization for Vector Data and L21 Norm Robustness. CoRR (2017)
Bo Jiang, Jin Tang, Chris Ding, Bin Luo
Binary Constraint Preserving Graph Matching. CVPR (2017)
Bo Jiang, Jin Tang, Chris Ding, Yihong Gong, Bin Luo
Graph Matching via Multiplicative Update Algorithm. NIPS (2017)
Chris Ding, Bo Jiang
L1-norm Error Function Robustness and Outlier Regularization. CoRR (2017)
Chris Ding
Document Retrieval and Clustering: from Principal Component Analysis to Self-aggregation Networks. AISTATS (2003)