Zhirong Yang
Publications
2023
-
Cheng, Lei;
Khalitov, Ruslan;
Yu, Tong;
Zhang, Jing;
Yang, Zhirong.
(2023)
Classification of long sequential data using circular dilated convolutional neural networks.
Neurocomputing.
volum 518.
Academic article
-
Yang, Zhirong;
Chen, Yuwei;
Sedov, Denis;
Kaski, Samuel;
Corander, Jukka.
(2023)
Stochastic Cluster Embedding.
Statistics and computing.
volum 33 (12).
Academic article
2022
-
Khalitov, Ruslan;
Yu, Tong;
Cheng, Lei;
Yang, Zhirong.
(2022)
Sparse factorization of square matrices with application to neural attention modeling.
Neural Networks.
volum 152.
Academic article
-
Lees, John A.;
Tonkin-Hill, Gerry;
Yang, Zhirong;
Corander, Jukka.
(2022)
Mandrake: visualizing microbial population structure by embedding millions of genomes into a low-dimensional representation.
Philosophical Transactions of the Royal Society of London. Biological Sciences.
volum 377 (1861).
Academic article
-
Lin, Chengchuang;
Chen, Hanbiao;
Huang, Jiesheng;
Peng, Jing;
Guo, Li;
Yang, Zhirong;
Du, Jiahua;
Li, Shuangyin;
Yin, Aihua;
Zhao, Gansen.
(2022)
ChromosomeNet: A massive dataset enabling benchmarking and building basedlines of clinical chromosome classification.
Computational biology and chemistry.
volum 100.
Academic article
-
Yu, Tong;
Khalitov, Ruslan;
Cheng, Lei;
Yang, Zhirong.
(2022)
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention.
Computer Vision and Pattern Recognition.
Academic article
-
Zhang, Jing;
Geng, YangLi-ao;
Wang, Wen;
Sun, Wenju;
Yang, Zhirong;
Li, Qingyong.
(2022)
Distribution and gradient constrained embedding model for zero-shot learning with fewer seen samples.
Knowledge-Based Systems.
volum 251.
Academic article
2021
-
Lin, Chengchuang;
Zhao, Gansen;
Yin, Aihua;
Yang, Zhirong;
Li, Guo;
Chen, Hanbiao;
Zhao, Lei;
Li, Shuangyin;
Luo, Haoyu;
Ma, Zhaohui.
(2021)
A novel chromosome cluster types identification method using ResNeXt WSL model.
Medical Image Analysis.
volum 69.
Academic article
-
Liu, Zhenhui;
Dahl, Sondre Strande;
Larsen, Erik Stensrud;
Yang, Zhirong.
(2021)
A simple machine learning based framework for processing the inline inspection data of subsea pipelines.
IOP Conference Series: Materials Science and Engineering.
volum 1201 (012050).
Academic article
-
Ulvestad, Anita;
Cao, Guangyu;
Gustavsen, Kai;
Vogt, Matthias;
Rismyhr, Tore;
Yang, Zhirong.
(2021)
Analysis of the effect of indoor environment on pupils’ health in one Norwegian school during COVID-19 pandemic.
Healthy Buildings 2021 – Europe Proceedings of the 17th International Healthy Buildings Conference 21-23 June 2021.
Academic chapter/article/Conference paper
2020
-
Bordin, Chiara;
Skjelbred, Hans Ivar;
Kong, Jiehong;
Yang, Zhirong.
(2020)
Machine Learning for Hydropower Scheduling: State of the Art and Future Research Directions.
Procedia Computer Science.
volum 176.
Academic article
-
Lin, Chengchuang;
Zhao, Gansen;
Yang, Zhirong;
Yin, Aihua;
Wang, Xinming;
Guo, Li;
Chen, Hanbiao;
Ma, Zhaohui;
Zhao, Lei;
Luo, Haoyu;
Wang, Tianxing;
Ding, Bichao;
Pang, Xiongwen;
Chen, Qiren.
(2020)
CIR-Net: Automatic Classification of Human Chromosome Based on Inception-ResNet Architecture.
IEEE/ACM Transactions on Computational Biology & Bioinformatics.
volum 19 (3).
Academic article
-
Shao, Hui;
Chen, Yuwei;
Yang, Zhirong;
Jiang, Changhui;
Li, Wei;
Wu, Haohao;
Wang, Shaowei;
Yang, Fan;
Chen, Jie;
Puttnon, Eetu;
Hyyppä, Juha.
(2020)
Feasibility study on hyperspectral LiDAR for ancient Huizhou-style architecture preservation.
Remote Sensing.
volum 12:88 (1).
Academic article
-
Wang, Chao;
Liu, Gonghui;
Li, Jun;
Zhang, Tao;
Yang, Zhirong;
Jiang, Hailong;
Ren, Kai;
Wu, Zhe.
(2020)
Non-uniform temperature distribution's impact on downhole weight on bit (DWOB) measurement and the novel compensatory method.
Journal of Petroleum Science and Engineering.
volum 184.
Academic article
-
Wang, Chao;
Liu, Gonghui;
Yang, Zhirong;
Li, Jun;
Zhang, Tao;
Jiang, Hailong;
Cao, Chenguang.
(2020)
Downhole working conditions analysis and drilling complications detection method based on deep learning.
Journal of Natural Gas Science and Engineering.
volum 81.
Academic article
-
Wang, Chao;
Liu, Gonghui;
Yang, Zhirong;
Li, Jun;
Zhang, Tao;
Jiang, Hailong;
He, Miao;
Luo, Ming;
Li, Wentuo.
(2020)
Downhole gas-kick transient simulation and detection with downhole dual-measurement points in water-based drilling fluid.
Journal of Natural Gas Science and Engineering.
volum 84.
Academic article
-
Xue, Kai;
Ding, Yiyu;
Yang, Zhirong;
Nord, Natasa;
Barillec, Mael Roger Albert;
Mathisen, Hans Martin;
Liu, Meng;
Giske, Tor Emil;
Stenstad, Liv-Inger;
Cao, Guangyu.
(2020)
A Simple and Novel Method to Predict the Hospital Energy Use Based on Machine Learning: A Case Study in Norway.
Communications in Computer and Information Science.
volum 1332.
Academic article
2019
-
Abudahab, Khalil;
Prada, Joaquín;
Yang, Zhirong;
Bentley, Stephen;
Croucher, Nicholas;
Corander, Jukka;
Anensen, David.
(2019)
PANINI: Pangenome Neighbour Identification for Bacterial Populations.
Microbial Genomics.
volum 5 (4).
Academic article
-
Lu, Yao;
Corander, Jukka;
Yang, Zhirong.
(2019)
Doubly Stochastic Neighbor Embedding on Spheres.
Pattern Recognition Letters.
volum 128.
Academic article
-
Lu, Yao;
Yang, Zhirong;
Kannala, Juho;
Kaski, Samuel.
(2019)
Learning Image Relations with Contrast Association Networks.
2019 International Joint Conference on Neural Networks (IJCNN).
Academic chapter/article/Conference paper
-
Shao, Hui;
Chen, Yuwei;
Yang, Zhirong;
Jiang, Changhui;
Li, Wei;
Wu, Haohao;
Wen, Zhijie;
Wang, Shaowei;
Puttnon, Eetu;
Hyyppä, Juha.
(2019)
A 91-Channel Hyperspectral LiDAR for Coal/Rock Classification.
IEEE Geoscience and Remote Sensing Letters.
Academic article
2018
-
Sedov, Denis;
Yang, Zhirong.
(2018)
Word Embedding based on Low-Rank Doubly Stochastic Matrix Decomposition.
Proceedings of the 25th International Conference on Neural Information Processing (ICONIP).
Academic chapter/article/Conference paper
2017
-
Chewapreecha, Claire;
Holden, Matthew T.G.;
Vehkala, Minna;
Välimäki, Niko;
Yang, Zhirong;
Harris, Simon R.;
Mather, Alison E.;
Tuanyok, Apichai;
De Smet, Birgit;
Le Hello, Simon;
Bizet, Chantal;
Mayo, Mark;
Wuthiekanun, Vanaporn;
Limmathurotsakul, Direk;
Phetsouvanh, Rattanaphone;
Spratt, Brian G.;
Corander, Jukka;
Keim, Paul;
Dougan, Gordon;
Dance, David A.B.;
Currie, Bart J.;
Parkhill, Julian;
Peacock, Sharon J..
(2017)
Global and regional dissemination and evolution of Burkholderia pseudomallei.
Nature Microbiology.
volum 2:16263.
Academic article
2016
-
Yang, Zhirong;
Corander, Jukka;
Oja, Erkki.
(2016)
Low-rank doubly stochastic matrix decomposition for cluster analysis.
Journal of machine learning research.
volum 17.
Academic article
Journal publications
-
Cheng, Lei;
Khalitov, Ruslan;
Yu, Tong;
Zhang, Jing;
Yang, Zhirong.
(2023)
Classification of long sequential data using circular dilated convolutional neural networks.
Neurocomputing.
volum 518.
Academic article
-
Yang, Zhirong;
Chen, Yuwei;
Sedov, Denis;
Kaski, Samuel;
Corander, Jukka.
(2023)
Stochastic Cluster Embedding.
Statistics and computing.
volum 33 (12).
Academic article
-
Khalitov, Ruslan;
Yu, Tong;
Cheng, Lei;
Yang, Zhirong.
(2022)
Sparse factorization of square matrices with application to neural attention modeling.
Neural Networks.
volum 152.
Academic article
-
Lees, John A.;
Tonkin-Hill, Gerry;
Yang, Zhirong;
Corander, Jukka.
(2022)
Mandrake: visualizing microbial population structure by embedding millions of genomes into a low-dimensional representation.
Philosophical Transactions of the Royal Society of London. Biological Sciences.
volum 377 (1861).
Academic article
-
Lin, Chengchuang;
Chen, Hanbiao;
Huang, Jiesheng;
Peng, Jing;
Guo, Li;
Yang, Zhirong;
Du, Jiahua;
Li, Shuangyin;
Yin, Aihua;
Zhao, Gansen.
(2022)
ChromosomeNet: A massive dataset enabling benchmarking and building basedlines of clinical chromosome classification.
Computational biology and chemistry.
volum 100.
Academic article
-
Yu, Tong;
Khalitov, Ruslan;
Cheng, Lei;
Yang, Zhirong.
(2022)
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention.
Computer Vision and Pattern Recognition.
Academic article
-
Zhang, Jing;
Geng, YangLi-ao;
Wang, Wen;
Sun, Wenju;
Yang, Zhirong;
Li, Qingyong.
(2022)
Distribution and gradient constrained embedding model for zero-shot learning with fewer seen samples.
Knowledge-Based Systems.
volum 251.
Academic article
-
Lin, Chengchuang;
Zhao, Gansen;
Yin, Aihua;
Yang, Zhirong;
Li, Guo;
Chen, Hanbiao;
Zhao, Lei;
Li, Shuangyin;
Luo, Haoyu;
Ma, Zhaohui.
(2021)
A novel chromosome cluster types identification method using ResNeXt WSL model.
Medical Image Analysis.
volum 69.
Academic article
-
Liu, Zhenhui;
Dahl, Sondre Strande;
Larsen, Erik Stensrud;
Yang, Zhirong.
(2021)
A simple machine learning based framework for processing the inline inspection data of subsea pipelines.
IOP Conference Series: Materials Science and Engineering.
volum 1201 (012050).
Academic article
-
Bordin, Chiara;
Skjelbred, Hans Ivar;
Kong, Jiehong;
Yang, Zhirong.
(2020)
Machine Learning for Hydropower Scheduling: State of the Art and Future Research Directions.
Procedia Computer Science.
volum 176.
Academic article
-
Lin, Chengchuang;
Zhao, Gansen;
Yang, Zhirong;
Yin, Aihua;
Wang, Xinming;
Guo, Li;
Chen, Hanbiao;
Ma, Zhaohui;
Zhao, Lei;
Luo, Haoyu;
Wang, Tianxing;
Ding, Bichao;
Pang, Xiongwen;
Chen, Qiren.
(2020)
CIR-Net: Automatic Classification of Human Chromosome Based on Inception-ResNet Architecture.
IEEE/ACM Transactions on Computational Biology & Bioinformatics.
volum 19 (3).
Academic article
-
Shao, Hui;
Chen, Yuwei;
Yang, Zhirong;
Jiang, Changhui;
Li, Wei;
Wu, Haohao;
Wang, Shaowei;
Yang, Fan;
Chen, Jie;
Puttnon, Eetu;
Hyyppä, Juha.
(2020)
Feasibility study on hyperspectral LiDAR for ancient Huizhou-style architecture preservation.
Remote Sensing.
volum 12:88 (1).
Academic article
-
Wang, Chao;
Liu, Gonghui;
Li, Jun;
Zhang, Tao;
Yang, Zhirong;
Jiang, Hailong;
Ren, Kai;
Wu, Zhe.
(2020)
Non-uniform temperature distribution's impact on downhole weight on bit (DWOB) measurement and the novel compensatory method.
Journal of Petroleum Science and Engineering.
volum 184.
Academic article
-
Wang, Chao;
Liu, Gonghui;
Yang, Zhirong;
Li, Jun;
Zhang, Tao;
Jiang, Hailong;
Cao, Chenguang.
(2020)
Downhole working conditions analysis and drilling complications detection method based on deep learning.
Journal of Natural Gas Science and Engineering.
volum 81.
Academic article
-
Wang, Chao;
Liu, Gonghui;
Yang, Zhirong;
Li, Jun;
Zhang, Tao;
Jiang, Hailong;
He, Miao;
Luo, Ming;
Li, Wentuo.
(2020)
Downhole gas-kick transient simulation and detection with downhole dual-measurement points in water-based drilling fluid.
Journal of Natural Gas Science and Engineering.
volum 84.
Academic article
-
Xue, Kai;
Ding, Yiyu;
Yang, Zhirong;
Nord, Natasa;
Barillec, Mael Roger Albert;
Mathisen, Hans Martin;
Liu, Meng;
Giske, Tor Emil;
Stenstad, Liv-Inger;
Cao, Guangyu.
(2020)
A Simple and Novel Method to Predict the Hospital Energy Use Based on Machine Learning: A Case Study in Norway.
Communications in Computer and Information Science.
volum 1332.
Academic article
-
Abudahab, Khalil;
Prada, Joaquín;
Yang, Zhirong;
Bentley, Stephen;
Croucher, Nicholas;
Corander, Jukka;
Anensen, David.
(2019)
PANINI: Pangenome Neighbour Identification for Bacterial Populations.
Microbial Genomics.
volum 5 (4).
Academic article
-
Lu, Yao;
Corander, Jukka;
Yang, Zhirong.
(2019)
Doubly Stochastic Neighbor Embedding on Spheres.
Pattern Recognition Letters.
volum 128.
Academic article
-
Shao, Hui;
Chen, Yuwei;
Yang, Zhirong;
Jiang, Changhui;
Li, Wei;
Wu, Haohao;
Wen, Zhijie;
Wang, Shaowei;
Puttnon, Eetu;
Hyyppä, Juha.
(2019)
A 91-Channel Hyperspectral LiDAR for Coal/Rock Classification.
IEEE Geoscience and Remote Sensing Letters.
Academic article
-
Chewapreecha, Claire;
Holden, Matthew T.G.;
Vehkala, Minna;
Välimäki, Niko;
Yang, Zhirong;
Harris, Simon R.;
Mather, Alison E.;
Tuanyok, Apichai;
De Smet, Birgit;
Le Hello, Simon;
Bizet, Chantal;
Mayo, Mark;
Wuthiekanun, Vanaporn;
Limmathurotsakul, Direk;
Phetsouvanh, Rattanaphone;
Spratt, Brian G.;
Corander, Jukka;
Keim, Paul;
Dougan, Gordon;
Dance, David A.B.;
Currie, Bart J.;
Parkhill, Julian;
Peacock, Sharon J..
(2017)
Global and regional dissemination and evolution of Burkholderia pseudomallei.
Nature Microbiology.
volum 2:16263.
Academic article
-
Yang, Zhirong;
Corander, Jukka;
Oja, Erkki.
(2016)
Low-rank doubly stochastic matrix decomposition for cluster analysis.
Journal of machine learning research.
volum 17.
Academic article
Part of book/report
-
Ulvestad, Anita;
Cao, Guangyu;
Gustavsen, Kai;
Vogt, Matthias;
Rismyhr, Tore;
Yang, Zhirong.
(2021)
Analysis of the effect of indoor environment on pupils’ health in one Norwegian school during COVID-19 pandemic.
Healthy Buildings 2021 – Europe Proceedings of the 17th International Healthy Buildings Conference 21-23 June 2021.
Academic chapter/article/Conference paper
-
Lu, Yao;
Yang, Zhirong;
Kannala, Juho;
Kaski, Samuel.
(2019)
Learning Image Relations with Contrast Association Networks.
2019 International Joint Conference on Neural Networks (IJCNN).
Academic chapter/article/Conference paper
-
Sedov, Denis;
Yang, Zhirong.
(2018)
Word Embedding based on Low-Rank Doubly Stochastic Matrix Decomposition.
Proceedings of the 25th International Conference on Neural Information Processing (ICONIP).
Academic chapter/article/Conference paper
Teaching
Courses
Media
2020
-
LectureYang, Zhirong; Skjelbred, Hans Ivar; Kong, Jiehong. (2020) The start-of-the-art application of machine learning. iScheduling 1.0 kickoff meeting ; 2020-04-20 - 2020-04-20.