Bin TONG

Email: bintong {at} i.kyushu-u.ac.jp
Room 1022, West II Building, 744 Motooka, Nishi-ku, Fukuoka, Japan
+81-92-802-7921

Ph.D Student
Graduate School of System Life Sciences, Kyushu University

Educational Background

2001~2005 Bechelor Degree, School of Computer Science, Sichuan Normal University, P.R.China

2005~now Ph.D Student, School of Computer Science and Engineering, University of Electronics Science and Technology of China, P.R.China

2009~now Graduate School of System Life Sciences, Kyushu University, Japan

Language Skills

Chinese, English

Scholarship

The Chinese Scholarship Council (CSC) Scholarshipˇˇ

Excellent Ph.D. Student Scholarship, Kyushu Universityˇˇ

Research Interests

Dimensionality Reduction, Semi-supervised Learning, Transfer Learning

Publication

1. Bin Tong, Junbin Gao, Nguyen Huy Thach, and Einoshin Suzuki: "Gaussian Process for Dimensionality Reduction in Transfer Learning", Proc. Eleventh SIAM International Conference on Data Mining (SDM), pp. ?-?, Phoenix/Mesa, Arizona, April 2011 (accepted for publication).
2. Nguyen Huy Thach, Shao Hao, Bin Tong, and Einoshin Suzuki: "A Compression-based Dissimilarity Measure for Multi-task Clustering", Proc. Nineteenth International Symposium on Methodologies for Intelligent Systems, LNAI ? (ISMIS), pp. ?-?, Springer, Warsaw, June 2011 (accepted for publication).
3. Xuefeng Zhang, Bin Tong, Miyuki Koshimura, Hiroshi Fujita, and Ryuzo Hasegawa, "A Multi-Layer Hybrid Particle Swarm Optimization Algorithm for the Flow-Shop Scheduling Problem", Australian Journal of Intelligent Information Processing Systems. (12) 2010 , pp. 1-6.
4. Xuefeng Zhang, Bin Tong, Miyuki Koshimura, Hiroshi Fujita, and Ryuzo Hasegawa, "A Hybrid Particle Swarm Optimization Algorithm HPTS for the Flow-Shop Scheduling Problem", Research Reports on Information Science and Electrical Engineering of Kyushu University. (15) 2010 , pp. 65-69.
5. Bin Tong, Shao Hao, Bin-Hui Chou, and Einoshin Suzuki: "Semi-Supervised Projection Clustering with Transferred Centroid Regularization", Machine Learning and Knowledge Discovery in Databases (ECML/PKDD), Part III, LNCS 6323, Springer-Verlag, pp. 306-321, September 2010, Barcelona.
6. Bin Tong, ZhiGuang Qin, and Einoshin Suzuki: "Topology Preserving SOM with Transductive Confidence Machine", Discovery Science, Lecture Notes in Artificial Intelligence (DS), LNAI 6332, Springer-Verlag, pp. 27-41, October 2010, Canberra.
7. Bin Tong and Einoshin Suzuki: "Subclass-oriented Dimension Reduction with Constraint Transformation and Manifold Regularization", Advances in Knowledge Discovery and Data Mining (PAKDD), Part II, LNAI 6119, Springer-Verlag, pp. 1-13, June 2010, Hyderabad, India.
8. Weifeng Jia, Ning Yang, Bin Tong, "An Anomaly Detection Model Based on Neighborhood Preserving", Proc. IEEE ICIP, pp. 402-405, 2010, Dalian, China.
9. Weifeng Jia, Yong Wang, Fengli Zhang, Bin Tong, Anomaly Detection Model Adopting Feature Compressing and Branch Cutting, Journal of Computer Engineering, accepted. (In Chinese)
10. Weifeng Jia, Baojian Du, Bin Tong, Fengli Zhang, Highly Effective Intrusion Detection Model Adopting Condensed, Nearest Neighbor Rules, Journal of computer application research, 27(6):2341-2343, 2010. (In Chinese)
11. Bin Tong, Zhiguang Qin, Weifeng Jia, Jianwei Song, "A DoS Attack Defense Model Adopting Data Mining", Journal of University of Electronic Science and Technology of China, 2008, Vol.37(4):586-589. (In Chinese)
12. Xiaoning Li, Bin Tong, Haoyang Xing, "The Design and Implementation of Gastrointestinal Machine's DICOM Interface", Journal of Sichuan Normal University(Natural Science), 2007, Vol.30(4):526-529. (In Chinese)
13. Xiaoning Li, Luzhou Li, Bin Tong, Haoyang Xing, "The Research and Implementation of DICOM Interface of Medical Imaging Devices", Journal Of Biomedical Engineering, 2007, Vol.24(4):752-755 (In Chinese)
14. Yong Wang, Zhiguang Qin, Bin Tong, Jing Jin, "Link Farm Spam Detection Based on its Properties", In Proceeding of Computational Intelligence and Security, 2008, Suzhou, Vol(2), pp:477-480.
15. Bin Tong, Zhiguang Qin, Xinxin Ma, Yong Wang, Weifeng Jia, "SOM Classification Method Based on Transduction Scheme", Proc. IEEE International Conference on Apperceiving Computing and Intelligence Analysis 2008, pp: 12-15.

Patent

1. Xinggao He, Bin Tong, Zhiguang Qin, Shijie Zhou, Yang Zhao, Tian Lan, "Method and System of Defending DoS/DDoS Attack Based on Data-mining Technology", Patent ID: 20071049921.7

Services

1. Reviewer: International Journal of Knowledge and Information Systems
2. Secondary Reviewer: PAKDD 2011