Zhirong Yang

According to our database, Zhirong Yang authored at least 65 papers between 2005 and 2023.

Collaborative distances:

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

2023

Stochastic cluster embedding.

Zhirong Yang, Yuwei Chen, Denis Sedov, Samuel Kaski, Jukka Corander

Stat. Comput., 2023

Classification of long sequential data using circular dilated convolutional neural networks.

Lei Cheng, Ruslan Khalitov, Tong Yu, Jing Zhang, Zhirong Yang

Neurocomputing, 2023

NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian.

Peng Liu, Lemei Zhang, Terje Nissen Farup, Even W. Lauvrak, Jon Espen Ingvaldsen, Simen Eide, Jon Atle Gulla, Zhirong Yang

CoRR, 2023

A Universal Attenuation Model of Terahertz Wave in Space-Air-Ground Channel Medium.

Zhirong Yang, Weijun Gao, Chong Han

CoRR, 2023

ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length.

Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Simultaneous Wireless Information and Power Transfer in Terahertz Ultra-Massive MIMO Systems.

Zhirong Yang, Yongzhi Wu, Chong Han

Proceedings of the IEEE International Conference on Communications, 2023

2022

CIR-Net: Automatic Classification of Human Chromosome Based on Inception-ResNet Architecture.

Chengchuang Lin, Gansen Zhao, Zhirong Yang, Aihua Yin, Jianxin Wang, Li Guo, Hanbiao Chen, Zhaohui Ma, Lei Zhao, Haoyu Luo, Tianxing Wang, Bichao Ding, Xiongwen Pang, Qiren Chen

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Sparse factorization of square matrices with application to neural attention modeling.

Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang

Neural Networks, 2022

Distribution and gradient constrained embedding model for zero-shot learning with fewer seen samples.

Jing Zhang, Yangli-ao Geng, Wen Wang, Wenju Sun, Zhirong Yang, Qingyong Li

Knowl. Based Syst., 2022

Preoperative planning for jugular-foramen tumors: Preparation of a three-dimensional surgical drawing.

Zhirong Yang, Wenchuan Zhang

Int. J. Imaging Syst. Technol., 2022

ChordMixer: A Scalable Neural Attention Model for Sequences with Different Lengths.

Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang

CoRR, 2022

Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks.

Lei Cheng, Ruslan Khalitov, Tong Yu, Zhirong Yang

CoRR, 2022

ChromosomeNet: A massive dataset enabling benchmarking and building basedlines of clinical chromosome classification.

Chengchuang Lin, Hanbiao Chen, Jiesheng Huang, Jing Peng, Li Guo, Zhirong Yang, Jiahua Du, Shuangyin Li, Aihua Yin, Gansen Zhao

Comput. Biol. Chem., 2022

Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention.

Tong Yu, Ruslan Khalitov, Lei Cheng, Zhirong Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A novel chromosome cluster types identification method using ResNeXt WSL model.

Chengchuang Lin, Gansen Zhao, Aihua Yin, Zhirong Yang, Li Guo, Hanbiao Chen, Lei Zhao, Shuangyin Li, Haoyu Luo, Zhaohui Ma

Medical Image Anal., 2021

T-SNE Is Not Optimized to Reveal Clusters in Data.

Zhirong Yang, Yuwei Chen, Jukka Corander

CoRR, 2021

Sparse Factorization of Large Square Matrices.

Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang

CoRR, 2021

A New RGB-D Gesture Video Dataset and Its Benchmark Evaluations on Light-Weighted Networks.

Guojian Xiao, Zhendong Lu, Zhirong Yang, Panji Jin, Kuan Li, Jianping Yin

Proceedings of the Theoretical Computer Science, 2021

2020

Feasibility Study on Hyperspectral LiDAR for Ancient Huizhou-Style Architecture Preservation.

Hui Shao, Yuwei Chen, Zhirong Yang, Changhui Jiang, Wei Li, Haohao Wu, Shaowei Wang, Fan Yang, Jie Chen, Eetu Puttonen, Juha Hyyppä

Remote. Sens., 2020

A 91-Channel Hyperspectral LiDAR for Coal/Rock Classification.

Hui Shao, Yuwei Chen, Zhirong Yang, Changhui Jiang, Wei Li, Haohao Wu, Zhijie Wen, Shaowei Wang, Eetu Puttonen, Juha Hyyppä

IEEE Geosci. Remote. Sens. Lett., 2020

Machine Learning for Hydropower Scheduling: State of the Art and Future Research Directions.

Chiara Bordin, Hans Ivar Skjelbred, Jiehong Kong, Zhirong Yang

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

A Simple and Novel Method to Predict the Hospital Energy Use Based on Machine Learning: A Case Study in Norway.

Kai Xue, Yiyu Ding, Zhirong Yang, Natasa Nord, Mael Roger Albert Barillec, Hans Martin Mathisen, Meng Liu, Tor Emil Giske, Liv Inger Stenstad, Guangyu Cao

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

Doubly Stochastic Neighbor Embedding on Spheres.

Yao Lu, Jukka Corander, Zhirong Yang

Pattern Recognit. Lett., 2019

Learning Image Relations with Contrast Association Networks.

Yao Lu, Zhirong Yang, Juho Kannala, Samuel Kaski

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Word Embedding Based on Low-Rank Doubly Stochastic Matrix Decomposition.

Denis Sedov, Zhirong Yang

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

2017

基于多代价的决策粗糙集属性约简 (Attribute Reduction Based on Multicost Decision-theoretic Rough Set).

Zhirong Yang, Yu Wang, Xibei Yang

计算机科学, 2017

2016

Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis.

Zhirong Yang, Jukka Corander, Erkki Oja

J. Mach. Learn. Res., 2016

2015

Learning the Information Divergence.

Onur Dikmen, Zhirong Yang, Erkki Oja

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Understanding emotional impact of images using Bayesian multiple kernel learning.

He Zhang, Mehmet Gönen, Zhirong Yang, Erkki Oja

Neurocomputing, 2015

Denoising Cluster Analysis.

Ruqi Zhang, Zhirong Yang, Jukka Corander

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Majorization-Minimization for Manifold Embedding.

Zhirong Yang, Jaakko Peltonen, Samuel Kaski

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Improving cluster analysis by co-initializations.

He Zhang, Zhirong Yang, Erkki Oja

Pattern Recognit. Lett., 2014

Adaptive multiplicative updates for quadratic nonnegative matrix factorization.

He Zhang, Zhirong Yang, Erkki Oja

Neurocomputing, 2014

Optimization Equivalence of Divergences Improves Neighbor Embedding.

Zhirong Yang, Jaakko Peltonen, Samuel Kaski

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Multiplicative Updates for Learning with Stochastic Matrices.

Zhanxing Zhu, Zhirong Yang, Erkki Oja

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning.

He Zhang, Zhirong Yang, Mehmet Gönen, Markus Koskela, Jorma Laaksonen, Timo Honkela, Erkki Oja

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Predicting Emotional States of Images Using Bayesian Multiple Kernel Learning.

He Zhang, Mehmet Gönen, Zhirong Yang, Erkki Oja

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Scalable Optimization of Neighbor Embedding for Visualization.

Zhirong Yang, Jaakko Peltonen, Samuel Kaski

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Quadratic nonnegative matrix factorization.

Zhirong Yang, Erkki Oja

Pattern Recognit., 2012

Clustering by Nonnegative Matrix Factorization Using Graph Random Walk.

Zhirong Yang, Tele Hao, Onur Dikmen, Xi Chen, Erkki Oja

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Adaptive Multiplicative Updates for Projective Nonnegative Matrix Factorization.

He Zhang, Zhirong Yang, Erkki Oja

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Online Projective Nonnegative Matrix Factorization for Large Datasets.

Zhirong Yang, He Zhang, Erkki Oja

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Clustering by Low-Rank Doubly Stochastic Matrix Decomposition.

Zhirong Yang, Erkki Oja

Proceedings of the 29th International Conference on Machine Learning, 2012

Pairwise Clustering with t-PLSI.

He Zhang, Tele Hao, Zhirong Yang, Erkki Oja

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Selecting β-Divergence for Nonnegative Matrix Factorization by Score Matching.

Zhiyun Lu, Zhirong Yang, Erkki Oja

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

Unified Development of Multiplicative Algorithms for Linear and Quadratic Nonnegative Matrix Factorization.

Zhirong Yang, Erkki Oja

IEEE Trans. Neural Networks, 2011

Kullback-Leibler Divergence for Nonnegative Matrix Factorization.

Zhirong Yang, He Zhang, Zhijian Yuan, Erkki Oja

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Linear and nonlinear projective nonnegative matrix factorization.

Zhirong Yang, Erkki Oja

IEEE Trans. Neural Networks, 2010

Automatic Rank Determination in Projective Nonnegative Matrix Factorization.

Zhirong Yang, Zhanxing Zhu, Erkki Oja

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

A System-Level Model for Runtime Power Estimation on Mobile Devices.

Yu Xiao, Rijubrata Bhaumik, Zhirong Yang, Matti Siekkinen, Petri Savolainen, Antti Ylä-Jääski

Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010

2009

Informative Laplacian Projection.

Zhirong Yang, Jorma Laaksonen

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Heavy-Tailed Symmetric Stochastic Neighbor Embedding.

Zhirong Yang, Irwin King, Zenglin Xu, Erkki Oja

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Adaptive Regularization for Transductive Support Vector Machine.

Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, Zhirong Yang

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Projective Nonnegative Matrix Factorization with α-Divergence.

Zhirong Yang, Erkki Oja

Proceedings of the Artificial Neural Networks, 2009

2008

Discriminative learning with application to interactive facial image retrieval.

Zhirong Yang

PhD thesis, 2008

Principal whitened gradient for information geometry.

Zhirong Yang, Jorma Laaksonen

Neural Networks, 2008

2007

Projective Non-Negative Matrix Factorization with Applications to Facial Image Processing.

Zhirong Yang, Zhijian Yuan, Jorma Laaksonen

Int. J. Pattern Recognit. Artif. Intell., 2007

Multiplicative updates for non-negative projections.

Zhirong Yang, Jorma Laaksonen

Neurocomputing, 2007

Regularized Neighborhood Component Analysis.

Zhirong Yang, Jorma Laaksonen

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Approximated Geodesic Updates with Principal Natural Gradients.

Zhirong Yang, Jorma Laaksonen

Proceedings of the International Joint Conference on Neural Networks, 2007

Face Recognition Using Parzenfaces.

Zhirong Yang, Jorma Laaksonen

Proceedings of the Artificial Neural Networks, 2007

2006

A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction.

Zhirong Yang, Jorma Laaksonen

Proceedings of the Artificial Neural Networks, 2006

2005

Approximated Classification in Interactive Facial Image Retrieval.

Zhirong Yang, Jorma Laaksonen

Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Interactive Retrieval in Facial Image Database Using Self-Organizing Maps.

Zhirong Yang, Jorma Laaksonen

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Partial Relevance in Interactive Facial Image Retrieval.

Zhirong Yang, Jorma Laaksonen

Proceedings of the Pattern Recognition and Image Analysis, 2005