Education

Ph.D.   University of Science and Technology of China, 1998.02-2000.12
Master:  National University of Defense Technology, 1995.09-1998.02
Bachelor: National University of Defense Technology, 1990.09-1994.07

Biography

Research Interest

• Machine Learning,
• Data Mining,
• Web Mining.

Professional Activities:

Experence

Publications

1. Xianchao Zhang，Xiaotong Zhang and Han Liu. Multi-task Multi-view Clustering for Non-negative Data. The 24th International Joint Conference on Artificial Intelligence (IJCAI -15), 2015.
2. Xianchao Zhang, Linlin Zong, Xinyue Liu and Hong Yu. Constrained NMF-Based Multi-View Clustering on Unmapped Data. The 29th AAAI Conference on Artificial Intelligence (AAAI-15), 2015        .
3. Xianchao Zhang, Han Liu, Xiaotong Zhang and Xinyue Liu. Novel Density- based Clustering Algorithms for Uncertain Data. The 28th AAAI Conference on Artificial Intelligence (AAAI-14), 2014.
4. Xianchao Zhang and Xiaotong Zhang. Smart Multi-task Bregman Clustering and Multi-task Kernel Clustering, The 27th AAAI Conference on Artificial Intelligence (AAAI-13), 2013.
5. Xianchao Zhang, You Wang, Nan Mou and Wenxin Liang. Propagating Both Trust and Distrust with Target Differentiation for Combating Web Spam. The 25th AAAI Conference on Artificial Intelligence (AAAI-11), 2011
6. Clustering via Multi-Manifold Regularized Nonnegative Matrix Factorization. The 14th IEEE International Conference on Data Mining (ICDM-14), 2014
7. Xianchao Zhang, Shaoping Zhu and Wenxin Liang. Detecting Spam and Promoting   Campaigns in the Twitter Social Network. The 12th IEEE International Conference on Data Mining (ICDM 2012), Dec.10-13, 2012, Brussels, Belgium, pp. 1194-1199.
8. Xianchao Zhang, Yao Wu, and Yang Qiu, Constraint Based Dimension Correlation and Distance Divergence for Clustering High-Dimensional Data. IEEE International Conference on Data Mining (ICDM 2010): 629-638,
9. Xianchao Zhang, Yansheng Jiang, Wenxin Liang, and Xin Han. Graph-Based Semi-supervised Learning with Adaptive Similarity Estimation, IEEE International Conference on Data Mining (ICDM 2010): 1181-1186,
10. Xianchao Zhang, Quanzeng You. Clusterability Analysis and Incremental Sampling for Nystrom Extension Based Spectral Clustering. IEEE International Conference on Data Mining (ICDM 2011), Dec.11-14, 2011, Vancouver, Canada, pp. 942-951.

Journal papers

1. Xianchao Zhang, Xiaotong Zhang and Han Liu. Smart Multi-task Bregman Clustering and Multi-task Kernel Clustering, ACM Transactions on Knowledge Discovery from Data (TKDD). Accepted, 2015
2. Xianchao Zhang, Linlin Zong, Xinyue Liu and Hong Yu. Constrained NMF-Based Multi-View Clustering on Unmapped Data. ACM Transactions on Knowledge Discovery from Data (TKDD). Accepted, 2015
3. Xianchao Zhang, Quanzeng You, Xingyong and Linlin Zong. Sampling for Nystrom Extension based Spectral Clustering: Incremental Perspective and Novel Analysis. ACM Transactions on Knowledge Discovery from Data (TKDD). Accepted, 2015
4. Xianchao Zhang, Qianli Zhao and Yao Wu. Constrained Hard-Soft Subspace Clustering. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), accepted 2015.
5. Xianchao Zhang, Linlin Zong and Xinyue Liu. Constrained Clustering with Nonnegative Matrix Factorization. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), accepted 2015.
6. Xianchao Zhang, You Wang, Nan Mou and Wenxin Liang. Propagating Both Trust and Distrust with Target Differentiation for Combating Link-based Web Spam. ACM Transactions on the Web (TWEB), 8(3): article 15, 2014
7. Xianchao Zhang, Zhaoxing Li, Shaoping Zhu and Wenxin Liang. Detecting Spam and Promoting Campaigns in Twitter. ACM Transactions on the Web (TWEB), accepted. 2015
8. Xianchao Zhang, Wenxin Liang, Shaoping Zhu and Bo Han: Automatic seed set expansion for trust propagation based anti-spamming algorithms. Information Sciences, 232（20）：167-187, 2013
9. Xianchao Zhang, Yang Qiu and Yao Wu. Exploiting Constraint Inconsistence for Dimension Selection in Subspace Clustering: A Semi-supervised Approach, Neurocomputing, 74（17）: 3598-3608, 2011.
10. Xianchao Zhang; Jingwei Li; Hong Yu. Local Density Adaptive Similarity Measurement for Spectral Clustering, Pattern Recognition Letters, 2011,32（2）: 352-358.