Chris H. Q. Ding

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 47

Top Venues

AAAI

CoRR

IJCAI

Neurocomputing

Publications

Yu-Jie Zheng, Sibao Chen, Chris H. Q. Ding, Bin Luo
Model Compression Based on Differentiable Network Channel Pruning. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Sibao Chen, Zi-Han Lin, Chris H. Q. Ding, Bin Luo
Fine-Grained Truck Re-identification: A Challenge. Cogn. Comput. 15 (6) (2023)
Yixiong Chen, Chunhui Zhang, Chris H. Q. Ding, Li Liu
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning. IEEE Trans. Medical Imaging 42 (5) (2023)
Wei Lu, Sibao Chen, Jin Tang, Chris H. Q. Ding, Bin Luo
A Robust Feature Downsampling Module for Remote-Sensing Visual Tasks. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhi-Hui You, Jia-Xin Wang, Sibao Chen, Chris H. Q. Ding, Guizhou Wang, Jin Tang, Bin Luo
Crossed Siamese Vision Graph Neural Network for Remote-Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jia-Xin Wang, Si-Bao Chen, Chris H. Q. Ding, Jin Tang, Bin Luo
RanPaste: Paste Consistency and Pseudo Label for Semisupervised Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yixiong Chen, Chunhui Zhang, Chris H. Q. Ding, Li Liu
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning. CoRR (2022)
Jia-Xin Wang, Sibao Chen, Chris H. Q. Ding, Jin Tang, Bin Luo
Semi-Supervised Semantic Segmentation of Remote Sensing Images With Iterative Contrastive Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Si-Bao Chen, Yu-Jie Zheng, Chris H. Q. Ding, Bin Luo
SIECP: Neural Network Channel Pruning based on Sequential Interval Estimation. Neurocomputing 481 (2022)
Xiaofeng Wu, Jia Rao, Wei Chen, Hang Huang, Chris H. Q. Ding, Heng Huang
SwitchFlow: preemptive multitasking for deep learning. Middleware (2021)
Chenggang He, Chris H. Q. Ding, Sibao Chen, Bin Luo
Intelligent Machine Learning System for Predicting Customer Churn. ICTAI (2021)
Xiu-Zhi Tian, Chris H. Q. Ding, Sibao Chen, Bin Luo, Xin Wang
Regularization graph convolutional networks with data augmentation. Neurocomputing 436 (2021)
Si-Bao Chen, Xiu-Zhi Tian, Chris H. Q. Ding, Bin Luo, Yi Liu, Hao Huang, Qiang Li
Graph Convolutional Network Based on Manifold Similarity Learning. Cogn. Comput. 12 (6) (2020)
Shou-Jiu Xiong, Sibao Chen, Chris H. Q. Ding, Bin Luo
Large-Scale Network Representation Learning Based on Improved Louvain Algorithm and Deep Autoencoder. PRCV (3) (2020)
Jiaxin Wang, Chris H. Q. Ding, Sibao Chen, Chenggang He, Bin Luo
Semi-Supervised Remote Sensing Image Semantic Segmentation via Consistency Regularization and Average Update of Pseudo-Label. Remote. Sens. 12 (21) (2020)
Sibao Chen, Peng-Cheng Wang, Bin Luo, Chris H. Q. Ding, Jian Zhang
SRAGAN: Generating Colour Landscape Photograph from Sketch. IJCNN (2019)
Sibao Chen, Feng Luo, Bin Luo, Chris H. Q. Ding, Yi Liu
Multiple Back Propagation Network and Metric Fusion for Person Re-identification. IJCNN (2019)
Sibao Chen, Yu-Mei Zhang, Chris H. Q. Ding, Jian Zhang, Bin Luo
Extended adaptive Lasso for multi-class and multi-label feature selection. Knowl. Based Syst. 173 (2019)
Sibao Chen, Chao Hu, Bin Luo, Chris H. Q. Ding, Shilei Huang
Pyramid Attention Dense Network for Image Super-Resolution. IJCNN (2019)
Si-Bao Chen, Chris H. Q. Ding, Zhili Zhou, Bin Luo
Feature selection based on correlation deflation. Neural Comput. Appl. 31 (10) (2019)
Si-Bao Chen, Yu-Lan Xu, Chris H. Q. Ding, Bin Luo
A Nonnegative Locally Linear KNN model for image recognition. Pattern Recognit. 83 (2018)
Si-Bao Chen, Ying Zhang, Chris H. Q. Ding, Zhili Zhou, Bin Luo
-norm and Extended Elastic Net. Neurocomputing 275 (2018)
Sibao Chen, Chris H. Q. Ding, Bin Luo
Linear regression based projections for dimensionality reduction. Inf. Sci. 467 (2018)
Shuai Zheng, Chris H. Q. Ding, Feiping Nie
Regularized Singular Value Decomposition and Application to Recommender System. CoRR (2018)
Yu Su, Qingwen Liu, Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Chris H. Q. Ding, Si Wei, Guoping Hu
Exercise-Enhanced Sequential Modeling for Student Performance Prediction. AAAI (2018)
Hua Wang, Lin Yan, Heng Huang, Chris H. Q. Ding
From Protein Sequence to Protein Function via Multi-Label Linear Discriminant Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (3) (2017)
Wenbin Cai, Yexun Zhang, Ya Zhang, Siyuan Zhou, Wenquan Wang, Zhuoxiang Chen, Chris H. Q. Ding
Active Learning for Classification with Maximum Model Change. ACM Trans. Inf. Syst. 36 (2) (2017)
Ying Xie, Chris H. Q. Ding, Yihong Gong, Zongze Wu
Rank Ordering Constraints Elimination with Application for Kernel Learning. AAAI (2017)
Zhouqin He, Bo Jiang, Yun Xiao, Chris H. Q. Ding, Bin Luo
Saliency Detection via A Graph Based Diffusion Model. GbRPR (2017)
Bo Jiang, Jin Tang, Chris H. Q. Ding, Bin Luo
Nonnegative Orthogonal Graph Matching. AAAI (2017)
Bo Jiang, Chris H. Q. Ding, Bin Luo
Multiple Images Recovery Using a Single Affine Transformation. CoRR (2017)
Shuai Zheng, Xiao Cai, Chris H. Q. Ding, Feiping Nie, Heng Huang
A Closed Form Solution to Multi-View Low-Rank Regression. CoRR (2016)
Shuai Zheng, Chris H. Q. Ding
Kernel Alignment Inspired Linear Discriminant Analysis. CoRR (2016)
Bo Jiang, Chris H. Q. Ding, Bin Luo
Robust Out-of-Sample Data Recovery. IJCAI (2016)
Shuai Zheng, Abhinav Vishnu, Chris H. Q. Ding
Accelerating Deep Learning with Shrinkage and Recall. CoRR (2016)
Shuai Zheng, Abhinav Vishnu, Chris H. Q. Ding
Accelerating Deep Learning with Shrinkage and Recall. ICPADS (2016)
Shuai Zheng, Feiping Nie, Chris H. Q. Ding, Heng Huang
A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification. CoRR (2016)
Shuai Zheng, Feiping Nie, Chris H. Q. Ding, Heng Huang
A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification. ICTAI (2016)
Si-Bao Chen, Chris H. Q. Ding, Bin Luo
Similarity Learning of Manifold Data. IEEE Trans. Cybern. 45 (9) (2015)
Bo Jiang, Jin Tang, Chris H. Q. Ding, Bin Luo
A Local Sparse Model for Matching Problem. AAAI (2015)
Mingon Kang, Chunling Zhang, Hyung-Wook Chun, Chris H. Q. Ding, Chunyu Liu, Jean Gao
eQTL epistasis: detecting epistatic effects and inferring hierarchical relationships of genes in biological pathways. Bioinform. 31 (5) (2015)
Ashis Kumer Biswas, Mingon Kang, Dong-Chul Kim, Chris H. Q. Ding, Baoju Zhang, Xiaoyong Wu, Jean X. Gao
Inferring disease associations of the long non-coding RNAs through non-negative matrix factorization. Netw. Model. Anal. Health Informatics Bioinform. 4 (1) (2015)
Si-Bao Chen, Chris H. Q. Ding, Bin Luo
An algorithm framework of sparse minimization for positive definite quadratic forms. Neurocomputing 151 (2015)
Feiping Nie, Hua Wang, Heng Huang, Chris H. Q. Ding
-norm robust matrix completion for missing value recovery. Knowl. Inf. Syst. 42 (3) (2015)
Qin Xu, Chris H. Q. Ding, Jinpei Liu, Bin Luo
PCA-guided search for K-means. Pattern Recognit. Lett. 54 (2015)
Shuai Zheng, Xiao Cai, Chris H. Q. Ding, Feiping Nie, Heng Huang
A Closed Form Solution to Multi-View Low-Rank Regression. AAAI (2015)
Hua Wang, Heng Huang, Chris H. Q. Ding
Correlated Protein Function Prediction via Maximization of Data-Knowledge Consistency. J. Comput. Biol. 22 (6) (2015)
Bo Jiang, Chris H. Q. Ding, Bin Luo
Covariate-Correlated Lasso for Feature Selection. ECML/PKDD (1) (2014)
Deguang Kong, Chris H. Q. Ding
Pairwise-Covariance Linear Discriminant Analysis. AAAI (2014)
Qihe Pan, Deguang Kong, Chris H. Q. Ding, Bin Luo
Robust Non-Negative Dictionary Learning. AAAI (2014)
Sibao Chen, Chris H. Q. Ding, Bin Luo
Extended linear regression for undersampled face recognition. J. Vis. Commun. Image Represent. 25 (7) (2014)
Hua Wang, Heng Huang, Chris H. Q. Ding
Correlated Protein Function Prediction via Maximization of Data-Knowledge Consistency. RECOMB (2014)
Miao Zhang, Chris H. Q. Ding, Ya Zhang, Feiping Nie
Feature Selection at the Discrete Limit. AAAI (2014)
Li Zheng, Tao Li, Chris H. Q. Ding
A Framework for Hierarchical Ensemble Clustering. ACM Trans. Knowl. Discov. Data 9 (2) (2014)
Deguang Kong, Ryohei Fujimaki, Ji Liu, Feiping Nie, Chris H. Q. Ding
Exclusive Feature Learning on Arbitrary Structures via \ell_{1, 2}-norm. NIPS (2014)
Shuai Zheng, Chris H. Q. Ding
Kernel Alignment Inspired Linear Discriminant Analysis. ECML/PKDD (3) (2014)
Wenbin Cai, Ya Zhang, Siyuan Zhou, Wenquan Wang, Chris H. Q. Ding, Xiao Gu
Active Learning for Support Vector Machines with Maximum Model Change. ECML/PKDD (1) (2014)
Deguang Kong, Chris H. Q. Ding
Non-Convex Feature Learning via L_{p, inf} Operator. AAAI (2014)
Sibao Chen, Chris H. Q. Ding, Bin Luo, Ying Xie
Uncorrelated Lasso. AAAI (2013)
Jin Huang, Feiping Nie, Heng Huang, Chris H. Q. Ding
Robust Manifold Nonnegative Matrix Factorization. ACM Trans. Knowl. Discov. Data 8 (3) (2013)
Feiping Nie, Hua Wang, Heng Huang, Chris H. Q. Ding
Adaptive Loss Minimization for Semi-Supervised Elastic Embedding. IJCAI (2013)
Miao Zhang, Chris H. Q. Ding
Robust Tucker Tensor Decomposition for Effective Image Representation. ICCV (2013)
Jin Huang, Feiping Nie, Heng Huang, Yu Lei, Chris H. Q. Ding
Social Trust Prediction Using Rank-k Matrix Recovery. IJCAI (2013)
Miao Zhang, Chunni Dai, Chris H. Q. Ding, Enhong Chen
Probabilistic solutions of influence propagation on social networks. CIKM (2013)
Deguang Kong, Miao Zhang, Chris H. Q. Ding
Minimal Shrinkage for Noisy Data Recovery Using Schatten-p Norm Objective. ECML/PKDD (2) (2013)
Deguang Kong, Chris H. Q. Ding
Efficient Algorithms for Selecting Features with Arbitrary Group Constraints via Group Lasso. ICDM (2013)
Hua Wang, Feiping Nie, Heng Huang, Chris H. Q. Ding
Heterogeneous Visual Features Fusion via Sparse Multimodal Machine. CVPR (2013)
Dijun Luo, Chris H. Q. Ding, Heng Huang
approach. Knowl. Inf. Syst. 36 (2) (2013)
Hua Wang, Heng Huang, Chris H. Q. Ding
Function-Function Correlated Multi-label Protein Function Prediction over Interaction Networks. J. Comput. Biol. 20 (4) (2013)
Zhongyuan Zhang, Tao Li, Chris H. Q. Ding
Non-negative Tri-factor tensor decomposition with applications. Knowl. Inf. Syst. 34 (2) (2013)
Xiao Cai, Chris H. Q. Ding, Feiping Nie, Heng Huang
On the equivalent of low-rank linear regressions and linear discriminant analysis based regressions. KDD (2013)
Hua Wang, Heng Huang, Chris H. Q. Ding
Protein Function Prediction via Laplacian Network Partitioning Incorporating Function Category Correlations. IJCAI (2013)
Chris H. Q. Ding, Deguang Kong, Miao Zhang
Collective Kernel Construction in Noisy Environment. SDM (2013)
Bo Jiang, Chris H. Q. Ding, Bin Luo, Jin Tang
Graph-Laplacian PCA: Closed-Form Solution and Robustness. CVPR (2013)
Feiping Nie, Hua Wang, Heng Huang, Chris H. Q. Ding
Early Active Learning via Robust Representation and Structured Sparsity. IJCAI (2013)
Hua Wang, Heng Huang, Chris H. Q. Ding, Feiping Nie
Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Tri-Factorization. J. Comput. Biol. 20 (4) (2013)
Jin Huang, Feiping Nie, Heng Huang, Chris H. Q. Ding
Supervised and Projected Sparse Coding for Image Classification. AAAI (2013)
Deguang Kong, Chris H. Q. Ding
A Semi-definite Positive Linear Discriminant Analysis and Its Applications. ICDM (2012)
Hua Wang, Heng Huang, Chris H. Q. Ding, Feiping Nie
Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Tri-Factorization. RECOMB (2012)
Feiping Nie, Heng Huang, Chris H. Q. Ding
Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization. AAAI (2012)
Qi Liu, Enhong Chen, Hui Xiong, Chris H. Q. Ding, Jian Chen
Enhancing Collaborative Filtering by User Interest Expansion via Personalized Ranking. IEEE Trans. Syst. Man Cybern. Part B 42 (1) (2012)
Zhichen Xia, Chris H. Q. Ding, Edmond Chow
Robust Kernel Nonnegative Matrix Factorization. ICDM Workshops (2012)
Dijun Luo, Chris H. Q. Ding, Heng Huang
Parallelization with Multiplicative Algorithms for Big Data Mining. ICDM (2012)
Afroza Sultana, Quazi Mainul Hasan, Ashis Kumer Biswas, Soumyava Das, Habibur Rahman, Chris H. Q. Ding, Chengkai Li
Infobox suggestion for Wikipedia entities. CIKM (2012)
Xiao Cai, Hua Wang, Heng Huang, Chris H. Q. Ding
gene expression patterns. Bioinform. 28 (12) (2012)
Linbin Yu, Miao Zhang, Chris H. Q. Ding
An efficient algorithm for L1-norm principal component analysis. ICASSP (2012)
Chris H. Q. Ding, Deguang Kong
Nonnegative matrix factorization using a robust error function. ICASSP (2012)
Hua Wang, Heng Huang, Chris H. Q. Ding
Function-Function Correlated Multi-Label Protein Function Prediction over Interaction Networks. RECOMB (2012)
Xiao Cai, Hua Wang, Heng Huang, Chris H. Q. Ding
Simultaneous Image Classification and Annotation via Biased Random Walk on Tri-relational Graph. ECCV (6) (2012)
Deguang Kong, Chris H. Q. Ding
Maximum Consistency Preferential Random Walks. ECML/PKDD (2) (2012)
Deguang Kong, Chris H. Q. Ding, Heng Huang, Haifeng Zhao
Multi-label ReliefF and F-statistic feature selections for image annotation. CVPR (2012)
Da Kuang, Haesun Park, Chris H. Q. Ding
Symmetric Nonnegative Matrix Factorization for Graph Clustering. SDM (2012)
Yong Lin, Fillia Makedon, Chris H. Q. Ding
Towards a bridge between cost and wealth in risk-aware planning. Appl. Intell. 36 (3) (2012)
Quanquan Gu, Tong Zhang, Chris H. Q. Ding, Jiawei Han
Selective Labeling via Error Bound Minimization. NIPS (2012)
Deguang Kong, Chris H. Q. Ding, Heng Huang, Feiping Nie
An Iterative Locally Linear Embedding Algorithm. ICML (2012)
Li-li Huang, Jin Tang, Sibao Chen, Chris H. Q. Ding, Bin Luo
An Efficient Algorithm for Feature Selection with Feature Correlation. IScIDE (2012)
Dijun Luo, Chris H. Q. Ding, Heng Huang, Feiping Nie
Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach. NIPS (2012)
Li-li Zhang, Ying Xie, Bin Luo, Chris H. Q. Ding, Jin Tang
Robust Integrated Locally Linear Embedding. CCBR (2012)
Feiping Nie, Hua Wang, Xiao Cai, Heng Huang, Chris H. Q. Ding
Robust Matrix Completion via Joint Schatten p-Norm and lp-Norm Minimization. ICDM (2012)
Chao Shen, Tao Li, Chris H. Q. Ding
Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases. AAAI (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chris H. Q. Ding