JIA BIN-BIN @ PALM, SEU
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贾彬彬 Supervisor: Professor Min-Ling ZHANG |
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Education
- 2017.09 ~ Now
Ph.D, School of Computer Science and Engineering , Southeast University, China
- 2010.09 ~ 2013.01
M.Sc, School of Electronic and Information Engineering , Beihang University, China
- 2006.09 ~ 2010.06
B.Sc, Department of Electronic & Communication Engineering , North China Electric Power University, China
Research Interests
Machine learning, especially in multi-dimensional classification;
Publications
B.-B. Jia, M.-L. Zhang. Multi-dimensional classification via stacked dependency exploitation. SCIENCE CHINA Information Sciences, 2020, 63(12): Article 222102. (pdf)(code)
B.-B. Jia, M.-L. Zhang. Multi-dimensional classification via kNN feature augmentation. Pattern Recognition, 2020, 106: Article 107423. (pdf)(conference version)(code)
B.-B. Jia, M.-L. Zhang. MD-kNN: An instance-based approach for multi-dimensional classification. In: Proceedings of the 25th International Conference on Pattern Recognition (ICPR’20), Milan, Italy, 2021, 126-133. (pdf)(code)
B.-B. Jia, M.-L. Zhang. Maximum margin multi-dimensional classification. In: Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI’20), New York, NY, 2020, 4312-4319. (pdf)(code)
B.-B. Jia, M.-L. Zhang. Multi-dimensional classification via kNN feature augmentation. In: Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI’19), Honolulu, HI, 2019, 3975-3982. (pdf)(code)
Academic Service
PC Member: IAAI’21, AAAI’21, SDM’21, ICML’21
Journal Reviewer: Pattern Recognition, International Journal of Intelligent Systems
Correspondence
- Laboratory
448, Building of Computer Science and Engineering, Southeast University.