| 2025 | HPCC | Sensitive Label Replacement-Assisted Property Inference Attack Against Federated Learning on Server Side. | Shun Zhang, Longxing Zou, Tinghang Wang, Zhirong Yang |
| 2024 | EMNLP | 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 |
| 2023 | ICLR | ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length. | Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang |
| 2022 | CVPR | Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention. | Tong Yu, Ruslan Khalitov, Lei Cheng, Zhirong Yang |
| 2020 | ICONIP | 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 |
| 2020 | KES | Machine Learning for Hydropower Scheduling: State of the Art and Future Research Directions. | Chiara Bordin, Hans Ivar Skjelbred, Jiehong Kong, Zhirong Yang |
| 2019 | IJCNN | Learning Image Relations with Contrast Association Networks. | Yao Lu, Zhirong Yang, Juho Kannala, Samuel Kaski |
| 2018 | ICONIP | Word Embedding Based on Low-Rank Doubly Stochastic Matrix Decomposition. | Denis Sedov, Zhirong Yang |
| 2015 | AISTATS | Majorization-Minimization for Manifold Embedding. | Zhirong Yang, Jaakko Peltonen, Samuel Kaski |
| 2015 | ICONIP | Denoising Cluster Analysis. | Ruqi Zhang, Zhirong Yang, Jukka Corander |
| 2014 | ICML | Optimization Equivalence of Divergences Improves Neighbor Embedding. | Zhirong Yang, Jaakko Peltonen, Samuel Kaski |
| 2013 | ICML | Scalable Optimization of Neighbor Embedding for Visualization. | Zhirong Yang, Jaakko Peltonen, Samuel Kaski |
| 2013 | ICONIP | Predicting Emotional States of Images Using Bayesian Multiple Kernel Learning. | He Zhang, Mehmet Gnen, Zhirong Yang, Erkki Oja |
| 2013 | ICONIP | Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning. | He Zhang, Zhirong Yang, Mehmet Gnen, Markus Koskela, Jorma Laaksonen, Timo Honkela, Erkki Oja |
| 2012 | ICANN | Selecting β-Divergence for Nonnegative Matrix Factorization by Score Matching. | Zhiyun Lu, Zhirong Yang, Erkki Oja |
| 2012 | ICANN | Pairwise Clustering with t-PLSI. | He Zhang, Tele Hao, Zhirong Yang, Erkki Oja |
| 2012 | ICML | Clustering by Low-Rank Doubly Stochastic Matrix Decomposition. | Zhirong Yang, Erkki Oja |
| 2012 | ICONIP | Online Projective Nonnegative Matrix Factorization for Large Datasets. | Zhirong Yang, He Zhang, Erkki Oja |
| 2012 | ICONIP | Adaptive Multiplicative Updates for Projective Nonnegative Matrix Factorization. | He Zhang, Zhirong Yang, Erkki Oja |
| 2011 | ICANN | Kullback-Leibler Divergence for Nonnegative Matrix Factorization. | Zhirong Yang, He Zhang, Zhijian Yuan, Erkki Oja |
| 2009 | ICANN | Projective Nonnegative Matrix Factorization with α-Divergence. | Zhirong Yang, Erkki Oja |
| 2007 | ICANN | Face Recognition Using Parzenfaces. | Zhirong Yang, Jorma Laaksonen |
| 2007 | IJCNN | Approximated Geodesic Updates with Principal Natural Gradients. | Zhirong Yang, Jorma Laaksonen |
| 2006 | ICANN | A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction. | Zhirong Yang, Jorma Laaksonen |
| 2005 | MVA | Interactive Retrieval in Facial Image Database Using Self-Organizing Maps. | Zhirong Yang, Jorma Laaksonen |