Publications

Journal papers

• Lu Sun and Mineichi Kudo, “Multi-Label Classification by Polytree-Augmented Classifier Chains with Label-Dependent Features”, Pattern Analysis and Applications, 22(3), 1029-1049, 2019. DOI:10.1007/s10044-018-0711-6
  
• Lu Sun and Mineichi Kudo, “Optimization of Classifier Chains via Conditional Likelihood Maximization”, Pattern Recognition, 74: 503-517, 2018. DOI:10.1016/j.patcog.2017.09.034
  
• Lu Sun, Mineichi Kudo and Keigo Kimura, “READER: Robust Semi-Supervised Multi-Label Dimension Reduction”, IEICE Transactions on Information and Systems, E100-D(10): 2597-2604, 2017. DOI:10.1587/transinf.2017EDP7184
  
• Jipeng Huang, Lu Sun, Shuang Qiao and Jianing Sun, “Novel Fast License Plate Location Method Based on Hierarchical Strategy”, Journal of Jilin University, 45(2): 639-644, 2015. (in Chinese) DOI:10.13229/j.cnki.jdxbgxb201502045
  
• Lu Sun and Shuang Qiao, “A Novel Method for Fast License Plate Location under Complex Environments”, Journal of Northeast Normal University, 45(2): 96- 100, 2013. (in Chinese)
  

Conference papers

• Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka, “Fast and Robust Multi-View Multi-Task Learning via Group Sparsity”, in Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), 3499-3505, 2019, Macao, China.
  
• Lu Sun, Canh Hao Nguyen, Hiroshi Mamitsuka, “Multiplicative Sparse Feature Decomposition for Efficient Multi-View Multi-Task Learning”, in Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), 3506-3512, 2019, Macao, China.
  
• Lu Sun, Mineichi Kudo and Keigo Kimura, “Multi-Label Classification with Meta-Label-Specific Features”, in Proceedings of the 23rd International Conference on Pattern Recognition (ICPR 2016), 1612-1617, 2016, Cancun, Mexico.
  
• Keigo Kimura, Mineichi Kudo, Lu Sun and Sadamori Koujaku, “Fast Random k-labelsets for Large-Scale Multi-Label Classification”, in Proceedings of the 23rd International Conference on Pattern Recognition (ICPR 2016), 438-443, 2016, Cancun, Mexico.
  
• Batzaya Norov-Erdene, Mineichi Kudo, Lu Sun and Keigo Kimura, “Locality in Multi-Label Classification Problems”, in Proceedings of the 23rd International Conference on Pattern Recognition (ICPR 2016), 2319-2324, 2016, Cancun, Mexico.
  
• Keigo Kimura, Mineichi Kudo, Lu Sun, “Simultaneous Nonlinear Label-Instance Embedding for Multi-label Classification”, in Proceedings of the joint IAPR International Workshops on Structural and Syntactic Pattern Recognition and Statistical Techniques in Pattern Recognition (S+SSPR 2016), 15-25, 2016, Merida, Mexico.
  
• Lu Sun, Mineichi Kudo and Keigo Kimura, “A Scalable Clustering-Based Local Multi-Label Classification Method”, in Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI 2016), 261-268, 2016, The Hague, Netherlands.
  
• Keigo Kimura, Mineichi Kudo and Lu Sun, “Dimension Reduction Using Nonnegative Matrix Tri-Factorization in Multi-label Classification”, in Proceedings of the 21st International Conference on Parallel & Distributed Processing Techniques & Applications: Workshop on Mathematical Modeling and Problem Solving (PDPTA 2015), 250-255, 2015, Las Vegas, USA.
  
• Lu Sun and Mineichi Kudo, “Polytree-Augmented Classifier Chains for Multi-Label Classification”, in Proceedings of the 24th International Joint Conference of Artificial Intelligence (IJCAI 2015), 3834-3840, 2015, Buenos Aires, Argentina.
  

Pre-prints

• Keigo Kimura, Lu Sun and Mineichi Kudo, “MLC Toolbox: A MATLAB/OCTAVE Library for Multi-Label Classification”, CoRR abs/1704.02592, 2017. (preprinted in arXiv)