Zhirong Yang

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 36

Top Venues

CoRR

ICONIP (3)

Neurocomputing

Pattern Recognit. Lett.

Helsinki University of Technology, Finland (PHD)

Education History

Helsinki University of Technology, Finland

PHD

Publications

Zhirong Yang, Yongzhi Wu, Chong Han
Simultaneous Wireless Information and Power Transfer in Terahertz Ultra-Massive MIMO Systems. ICC (2023)
Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang
ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length. ICLR (2023)
Zhirong Yang, Yuwei Chen, Denis Sedov, Samuel Kaski, Jukka Corander
Stochastic cluster embedding. Stat. Comput. 33 (1) (2023)
Zhirong Yang, Weijun Gao, Chong Han
A Universal Attenuation Model of Terahertz Wave in Space-Air-Ground Channel Medium. CoRR (2023)
Lei Cheng, Ruslan Khalitov, Tong Yu, Jing Zhang, Zhirong Yang
Classification of long sequential data using circular dilated convolutional neural networks. Neurocomputing 518 (2023)
Peng Liu, Lemei Zhang, Terje Nissen Farup, Even W. Lauvrak, Jon Espen Ingvaldsen, Simen Eide, Jon Atle Gulla, Zhirong Yang
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian. CoRR (2023)
Jing Zhang, Yangli-ao Geng, Wen Wang, Wenju Sun, Zhirong Yang, Qingyong Li
Distribution and gradient constrained embedding model for zero-shot learning with fewer seen samples. Knowl. Based Syst. 251 (2022)
Tong Yu, Ruslan Khalitov, Lei Cheng, Zhirong Yang
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention. CVPR (2022)
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
CIR-Net: Automatic Classification of Human Chromosome Based on Inception-ResNet Architecture. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Zhirong Yang, Wenchuan Zhang
Preoperative planning for jugular-foramen tumors: Preparation of a three-dimensional surgical drawing. Int. J. Imaging Syst. Technol. 32 (2) (2022)
Lei Cheng, Ruslan Khalitov, Tong Yu, Zhirong Yang
Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks. CoRR (2022)
Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang
ChordMixer: A Scalable Neural Attention Model for Sequences with Different Lengths. CoRR (2022)
Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang
Sparse factorization of square matrices with application to neural attention modeling. Neural Networks 152 (2022)
Chengchuang Lin, Hanbiao Chen, Jiesheng Huang, Jing Peng, Li Guo, Zhirong Yang, Jiahua Du, Shuangyin Li, Aihua Yin, Gansen Zhao
ChromosomeNet: A massive dataset enabling benchmarking and building basedlines of clinical chromosome classification. Comput. Biol. Chem. 100 (2022)
Tong Yu, Ruslan Khalitov, Lei Cheng, Zhirong Yang
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention. CoRR (2022)
Chengchuang Lin, Gansen Zhao, Aihua Yin, Zhirong Yang, Li Guo, Hanbiao Chen, Lei Zhao, Shuangyin Li, Haoyu Luo, Zhaohui Ma
A novel chromosome cluster types identification method using ResNeXt WSL model. Medical Image Anal. 69 (2021)
Zhirong Yang, Yuwei Chen, Denis Sedov, Samuel Kaski, Jukka Corander
Stochastic Cluster Embedding. CoRR (2021)
Guojian Xiao, Zhendong Lu, Zhirong Yang, Panji Jin, Kuan Li, Jianping Yin
A New RGB-D Gesture Video Dataset and Its Benchmark Evaluations on Light-Weighted Networks. NCTCS (2021)
Zhirong Yang, Yuwei Chen, Jukka Corander
T-SNE Is Not Optimized to Reveal Clusters in Data. CoRR (2021)
Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang
Sparse Factorization of Large Square Matrices. CoRR (2021)
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
A Simple and Novel Method to Predict the Hospital Energy Use Based on Machine Learning: A Case Study in Norway. ICONIP (4) (2020)
Chiara Bordin, Hans Ivar Skjelbred, Jiehong Kong, Zhirong Yang
Machine Learning for Hydropower Scheduling: State of the Art and Future Research Directions. KES (2020)
Hui Shao, Yuwei Chen, Zhirong Yang, Changhui Jiang, Wei Li, Haohao Wu, Zhijie Wen, Shaowei Wang, Eetu Puttonen, Juha Hyyppä
A 91-Channel Hyperspectral LiDAR for Coal/Rock Classification. IEEE Geosci. Remote. Sens. Lett. 17 (6) (2020)
Hui Shao, Yuwei Chen, Zhirong Yang, Changhui Jiang, Wei Li, Haohao Wu, Shaowei Wang, Fan Yang, Jie Chen, Eetu Puttonen, Juha Hyyppä
Feasibility Study on Hyperspectral LiDAR for Ancient Huizhou-Style Architecture Preservation. Remote. Sens. 12 (1) (2020)
Yao Lu, Zhirong Yang, Juho Kannala, Samuel Kaski
Learning Image Relations with Contrast Association Networks. IJCNN (2019)
Yao Lu, Jukka Corander, Zhirong Yang
Doubly Stochastic Neighbor Embedding on Spheres. Pattern Recognit. Lett. 128 (2019)
Denis Sedov, Zhirong Yang
Word Embedding Based on Low-Rank Doubly Stochastic Matrix Decomposition. ICONIP (3) (2018)
Denis Sedov, Zhirong Yang
Word Embedding based on Low-Rank Doubly Stochastic Matrix Decomposition. CoRR (2018)
Yao Lu, Zhirong Yang, Juho Kannala, Samuel Kaski
Learning Image Relations with Contrast Association Networks. CoRR (2017)
Zhirong Yang, Yu Wang, Xibei Yang
基于多代价的决策粗糙集属性约简 (Attribute Reduction Based on Multicost Decision-theoretic Rough Set). 计算机科学 44 (9) (2017)
Yao Lu, Zhirong Yang, Jukka Corander
Doubly Stochastic Neighbor Embedding on Spheres. CoRR (2016)
Zhirong Yang, Jukka Corander, Erkki Oja
Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis. J. Mach. Learn. Res. 17 (2016)
He Zhang, Mehmet Gönen, Zhirong Yang, Erkki Oja
Understanding emotional impact of images using Bayesian multiple kernel learning. Neurocomputing 165 (2015)
Ruqi Zhang, Zhirong Yang, Jukka Corander
Denoising Cluster Analysis. ICONIP (3) (2015)
Zhirong Yang, Jaakko Peltonen, Samuel Kaski
Majorization-Minimization for Manifold Embedding. AISTATS (2015)
Onur Dikmen, Zhirong Yang, Erkki Oja
Learning the Information Divergence. IEEE Trans. Pattern Anal. Mach. Intell. 37 (7) (2015)
Onur Dikmen, Zhirong Yang, Erkki Oja
Learning the Information Divergence. CoRR (2014)
Zhirong Yang, Jaakko Peltonen, Samuel Kaski
Optimization Equivalence of Divergences Improves Neighbor Embedding. ICML (2014)
He Zhang, Zhirong Yang, Erkki Oja
Adaptive multiplicative updates for quadratic nonnegative matrix factorization. Neurocomputing 134 (2014)
He Zhang, Zhirong Yang, Erkki Oja
Improving cluster analysis by co-initializations. Pattern Recognit. Lett. 45 (2014)
He Zhang, Mehmet Gönen, Zhirong Yang, Erkki Oja
Predicting Emotional States of Images Using Bayesian Multiple Kernel Learning. ICONIP (3) (2013)
He Zhang, Zhirong Yang, Mehmet Gönen, Markus Koskela, Jorma Laaksonen, Timo Honkela, Erkki Oja
Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning. ICONIP (3) (2013)
Zhanxing Zhu, Zhirong Yang, Erkki Oja
Multiplicative Updates for Learning with Stochastic Matrices. SCIA (2013)
Zhirong Yang, Jaakko Peltonen, Samuel Kaski
Scalable Optimization of Neighbor Embedding for Visualization. ICML (2) (2013)
Zhirong Yang, Erkki Oja
Clustering by Low-Rank Doubly Stochastic Matrix Decomposition CoRR (2012)
Zhirong Yang, Erkki Oja
Clustering by Low-Rank Doubly Stochastic Matrix Decomposition. ICML (2012)
Zhirong Yang, Tele Hao, Onur Dikmen, Xi Chen, Erkki Oja
Clustering by Nonnegative Matrix Factorization Using Graph Random Walk. NIPS (2012)
Zhirong Yang, Erkki Oja
Quadratic nonnegative matrix factorization. Pattern Recognit. 45 (4) (2012)
He Zhang, Zhirong Yang, Erkki Oja
Adaptive Multiplicative Updates for Projective Nonnegative Matrix Factorization. ICONIP (3) (2012)
Zhirong Yang, He Zhang, Erkki Oja
Online Projective Nonnegative Matrix Factorization for Large Datasets. ICONIP (3) (2012)
Zhiyun Lu, Zhirong Yang, Erkki Oja
Selecting β-Divergence for Nonnegative Matrix Factorization by Score Matching. ICANN (2) (2012)
He Zhang, Tele Hao, Zhirong Yang, Erkki Oja
Pairwise Clustering with t-PLSI. ICANN (2) (2012)
Zhirong Yang, Erkki Oja
Unified Development of Multiplicative Algorithms for Linear and Quadratic Nonnegative Matrix Factorization. IEEE Trans. Neural Networks 22 (12) (2011)
Zhirong Yang, He Zhang, Zhijian Yuan, Erkki Oja
Kullback-Leibler Divergence for Nonnegative Matrix Factorization. ICANN (1) (2011)
Zhirong Yang, Erkki Oja
Linear and nonlinear projective nonnegative matrix factorization. IEEE Trans. Neural Networks 21 (5) (2010)
Yu Xiao, Rijubrata Bhaumik, Zhirong Yang, Matti Siekkinen, Petri Savolainen, Antti Ylä-Jääski
A System-Level Model for Runtime Power Estimation on Mobile Devices. GreenCom/CPSCom (2010)
Zhirong Yang, Zhanxing Zhu, Erkki Oja
Automatic Rank Determination in Projective Nonnegative Matrix Factorization. LVA/ICA (2010)
Zhirong Yang, Jorma Laaksonen
Informative Laplacian Projection. SCIA (2009)
Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, Zhirong Yang
Adaptive Regularization for Transductive Support Vector Machine. NIPS (2009)
Zhirong Yang, Irwin King, Zenglin Xu, Erkki Oja
Heavy-Tailed Symmetric Stochastic Neighbor Embedding. NIPS (2009)
Zhirong Yang, Erkki Oja
Projective Nonnegative Matrix Factorization with α-Divergence. ICANN (1) (2009)
Zhirong Yang, Jorma Laaksonen
Principal whitened gradient for information geometry. Neural Networks 21 (2-3) (2008)
Zhirong Yang, Jorma Laaksonen
Approximated Geodesic Updates with Principal Natural Gradients. IJCNN (2007)
Zhirong Yang, Jorma Laaksonen
Multiplicative updates for non-negative projections. Neurocomputing 71 (1-3) (2007)
Zhirong Yang, Jorma Laaksonen
Face Recognition Using Parzenfaces. ICANN (2) (2007)
Zhirong Yang, Zhijian Yuan, Jorma Laaksonen
Projective Non-Negative Matrix Factorization with Applications to Facial Image Processing. Int. J. Pattern Recognit. Artif. Intell. 21 (8) (2007)
Zhirong Yang, Jorma Laaksonen
Regularized Neighborhood Component Analysis. SCIA (2007)
Zhirong Yang, Jorma Laaksonen
A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction. ICANN (2) (2006)
Zhirong Yang, Jorma Laaksonen
Approximated Classification in Interactive Facial Image Retrieval. SCIA (2005)
Zhirong Yang, Jorma Laaksonen
Partial Relevance in Interactive Facial Image Retrieval. ICAPR (2) (2005)
Zhirong Yang, Jorma Laaksonen
Interactive Retrieval in Facial Image Database Using Self-Organizing Maps. MVA (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhirong Yang