Linkai Luo

According to our database, Linkai Luo authored at least 48 papers between 2006 and 2025.

Collaborative distances:

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

2025

MaxMin-L2-SVC-NCH: A novel approach for support vector classifier training and parameter selection.

Linkai Luo, Qiaoling Yang, Hong Peng, Yiding Wang, Ziyang Chen

Neurocomputing, 2025

2024

BRAVE: A cascaded generative model with sample attention for robust few shot image classification.

Huayi Ji, Linkai Luo, Hong Peng

Neurocomputing, 2024

2023

Automatic Sparse Connectivity Learning for Neural Networks.

Zhimin Tang, Linkai Luo, Bike Xie, Yiyu Zhu, Rujie Zhao, Lvqing Bi, Chao Lu

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Hybrid knowledge distillation from intermediate layers for efficient Single Image Super-Resolution.

Jiao Xie, Linrui Gong, Shitong Shao, Shaohui Lin, Linkai Luo

Neurocomputing, October, 2023

Compressing convolutional neural networks with cheap convolutions and online distillation.

Jiao Xie, Shaohui Lin, Yichen Zhang, Linkai Luo

Displays, July, 2023

SAMN: A Sample Attention Memory Network Combining SVM and NN in One Architecture.

Qiaoling Yang, Linkai Luo, Haoyu Zhang, Hong Peng, Ziyang Chen

CoRR, 2023

Constraints-Aware Training (CAT) to Enable Software-Hardware Co-design for Memristor-based Analog Neuromorphic Chip.

Zhimin Tang, Rujie Zhao, Linkai Luo, Haibo Wang, Chao Lu

Proceedings of the 24th IEEE International Conference on High Performance Switching and Routing, 2023

2022

Bridging the Semantic Gap Between Customer Needs and Design Specifications Using User-Generated Content.

Yue Wang, Linkai Luo, Hai Liu

IEEE Trans. Engineering Management, 2022

A Novel Focal Ordinal Loss for Assessment of Knee Osteoarthritis Severity.

Weiqiang Liu, Tianshuo Ge, Linkai Luo, Hong Peng, Xide Xu, Yuangui Chen, Zefeng Zhuang

Neural Process. Lett., 2022

A method of multi-models fusion for speaker recognition.

Hao Wu, Linkai Luo, Hong Peng, Wei Wen

Int. J. Speech Technol., 2022

COVID-19 personal health mention detection from tweets using dual convolutional neural network.

Linkai Luo, Yue Wang, Hai Liu

Expert Syst. Appl., 2022

A new framework for graph neural network with local information diffusion.

Shengwei Peng, Linkai Luo, Hong Peng

Appl. Intell., 2022

Identifying COVID-19 Personal Health Mentions From Tweets Using Masked Attention Model.

Linkai Luo, Yue Wang, Daniel Y. Mo

IEEE Access, 2022

2020

An unsupervised keyphrase extraction model by incorporating structural and semantic information.

Linkai Luo, Longmin Zhang, Hong Peng

Prog. Artif. Intell., 2020

A three-stage method for batch-based incremental nonnegative matrix factorization.

Weiqiang Liu, Linkai Luo, Hong Peng, Longmin Zhang, Wei Wen, Hao Wu, Wei Shao

Neurocomputing, 2020

A Recommendation for Flight Extra Fuel Based on Random Forest.

Yiming Wang, Linkai Luo, Qifeng Zhou, Junsong Lin, Zixuan Wu

Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 2020

2019

Training convolutional neural networks with cheap convolutions and online distillation.

Jiao Xie, Shaohui Lin, Yichen Zhang, Linkai Luo

CoRR, 2019

EmotionX-HSU: Adopting Pre-trained BERT for Emotion Classification.

Linkai Luo, Yue Wang

CoRR, 2019

Image Super-Resolution via Simplified Dense Network With Non-Degenerate Layers.

Zhimin Tang, Shaohui Li, Linkai Luo, Min Fu, Hong Peng, Qifeng Zhou

IEEE Access, 2019

A Method of Speaker Recognition for Small-scale Speakers Based on One-versus-rest and Neural Network.

Qingyun Sun, Linkai Luo, Hong Peng, Chaojie An

Proceedings of the 14th International Conference on Computer Science & Education, 2019

2018

An alternate method between generative objective and discriminative objective in training classification Restricted Boltzmann Machine.

Linkai Luo, Songfei Zhang, Yudan Wang, Hong Peng

Knowl. Based Syst., 2018

A joint residual network with paired ReLUs activation for image super-resolution.

Zhimin Tang, Linkai Luo, Hong Peng, Shaohui Li

Neurocomputing, 2018

EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogue.

Linkai Luo, Haiqing Yang, Francis Y. L. Chin

CoRR, 2018

Neural Machine Translation for Financial Listing Documents.

Linkai Luo, Haiqin Yang, Sai Cheong Siu, Francis Yuk-Lun Chin

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Compression artifact removal using multi-scale reshuffling convolutional network.

Zhimin Tang, Linkai Luo

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues.

Linkai Luo, Haiqing Yang, Francis Y. L. Chin

Proceedings of the Sixth International Workshop on Natural Language Processing for Social Media, 2018

2017

Improving the integration of piece wise linear representation and weighted support vector machine for stock trading signal prediction.

Linkai Luo, Shiyang You, Yanru Xu, Hong Peng

Appl. Soft Comput., 2017

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results.

Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jaejun Yoo, Yoseob Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xiangyu Xu, Jin-shan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristóvão Cruz, Karen O. Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V. Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, Qi Guo

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

A New Approach of Matrix Factorization and Its Application in Recommender Systems.

Hong Peng, Shuyi Hong, Linkai Luo, Qifeng Zhou, Xiaoqin Huang

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Finding the clusters with potential value in financial time series based on agglomerative hierarchical clustering.

Shiyang You, Yudan Wang, Linkai Luo, Hong Peng

Proceedings of the 11th International Conference on Computer Science & Education, 2016

Training restricted Boltzmann Machine with dynamic learning rate.

Linkai Luo, Yudan Wang, Hong Peng, Zhimin Tang, Shiyang You, Xiaoqin Huang

Proceedings of the 11th International Conference on Computer Science & Education, 2016

2015

Iterative improvement of parameter estimation for model migration by means of sequential experiments.

Linkai Luo, Yuan Yao, Furong Gao

Comput. Chem. Eng., 2015

Structural damage detection based on posteriori probability support vector machine and Dempster-Shafer evidence theory.

Qifeng Zhou, Hao Zhou, Qingqing Zhou, Fan Yang, Linkai Luo, Tao Li

Appl. Soft Comput., 2015

A Support Vector Classification Model with Partial Empirical Risks Given.

Linkai Luo, Ling-Jun Ye, Qifeng Zhou, Hong Peng

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014

Stable feature selection with ensembles of multi-reliefF.

Qifeng Zhou, Jianchao Ding, Yongpeng Ning, Linkai Luo, Tao Li

Proceedings of the 10th International Conference on Natural Computation, 2014

2013

Using the Maximum Between-Class Variance for Automatic Gridding of cDNA Microarray Images.

Guifang Shao, Fan Yang, Qian Zhang, Qifeng Zhou, Linkai Luo

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

A new pruning method for decision tree based on structural risk of leaf node.

Linkai Luo, Xiao-Dong Zhang, Hong Peng, Weihang Lv, Yan Zhang

Neural Comput. Appl., 2013

Integrating piecewise linear representation and weighted support vector machine for stock trading signal prediction.

Linkai Luo, Xi Chen

Appl. Soft Comput., 2013

2012

Margin optimization based pruning for random forest.

Fan Yang, Wei-hang Lu, Linkai Luo, Tao Li

Neurocomputing, 2012

Background Subtraction Method Based on Block-Wise Mixture Models.

Yan Zhang, Linkai Luo

Proceedings of the Pattern Recognition - Chinese Conference, 2012

2011

Improving the Computational Efficiency of Recursive Cluster Elimination for Gene Selection.

Linkai Luo, Dengfeng Huang, Ling-Jun Ye, Qifeng Zhou, Guifang Shao, Hong Peng

IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Methods of forward feature selection based on the aggregation of classifiers generated by single attribute.

Linkai Luo, Ling-Jun Ye, Meixiang Luo, Dengfeng Huang, Hong Peng, Fan Yang

Comput. Biol. Medicine, 2011

2010

Gene Selection Using Random Forest and Proximity Differences Criterion on DNA Microarray Data.

Qifeng Zhou, Wencai Hong, Linkai Luo, Fan Yang

J. Convergence Inf. Technol., 2010

A New Parameter Selection Method for Support Vector Machine Based on the Decision Value.

Linkai Luo, Dengfeng Huang, Hong Peng, Qifeng Zhou, Guifang Shao, Fan Yang

J. Convergence Inf. Technol., 2010

2009

Noise Estimation and Reduction in Microarray Images.

Guifang Shao, Hong Mi, Qifeng Zhou, Linkai Luo

Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008

Polynomial Radial Base Function: A New Local Similarity Measure.

Linkai Luo, Ting Liu, Hong Peng, Qifeng Zhou

Proceedings of the Fourth International Conference on Natural Computation, 2008

2006

A Strategy of Maximizing the Sum of Weighted Margins for Ranking Multi Classification Problem.

Linkai Luo, Chengde Lin, Hong Peng, Qifeng Zhou

Proceedings of the Ninth International Conference on Control, 2006

A Study on Piecewise Polynomial Smooth Approximation to the Plus Function.

Linkai Luo, Chengde Lin, Hong Peng, Qifeng Zhou

Proceedings of the Ninth International Conference on Control, 2006