软件学院

School Of Software

Introduction:

Xiaoming Jin
Associate Professor
xmjin@tsinghua.edu.cn
 
Xiaoming Jin received his Ph.D. degree from Tsinghua University in 2003. Currently, he is an associate professor in School of Software, Tsinghua University. His research interests include machine learning and data mining. He has published over 40 papers on relevant conferences and journals. He served as program committee member of KDD, IJCAI, WSDM, CIKM, ADKDD, etc. He won the Excellent Young Teacher Award and Teaching Achievement Award of Tsinghua University. The course on machine learning taught by him was titled the Excellent Course of Tsinghua University.
 


Academic Achievement:

1. Z. Zhang, X. Jin, L. Li, G. Ding, Q. Yang. Multi-Domain Active Learning for Recommendation. Proc. 30th AAAI Conf. on Artificial Intelligence (AAAI). 2016.
2. Y. Guo, G. Ding, Y. Wang, X. Jin. Active Learning with Cross-class Knowledge Transfer. Proc. 30th AAAI Conf. on Artificial Intelligence (AAAI) 2016.
3. Y. Guo, G. Ding, X. Jin, J. Wang. Transductive Zero-shot Recognition via Shared Model Space Learning. Proc. 30th AAAI Conf. on Artificial Intelligence (AAAI) 2016.
4. C. Wan, X. Jin, G. Ding, D. Shen. Gaussian Cardinality Restricted Boltzmann Machines. Proc. 29th AAAI Conf. on Artificial Intelligence (AAAI). 2015.
5. Y. Guo, G. Ding, X. Jin, J. Wang. Learning Predictable and Discriminative Attributes for Visual Recognition. Proc. 29th AAAI Conf. on Artificial Intelligence (AAAI). 2015.
6. W. Cheng, X. Jin, J. Sun, X. Lin, X. Zhang, W. Wang. Searching Dimension Incomplete Databases. IEEE Transactions on Knowledge and Data Engineering (TKDE). 26(3): 725-738, 2014.
7. T. Wang, X. Jin, X. Ding, X. Ye. User Interests Imbalance Exploration in Social Recommendation: A Fitness Adaptation. CIKM 2014.
8. F. Xia, N. Chen, J. Zhu, A. Zhang, X. Jin. Max-margin latent feature relational models for entity-attribute networks. IJCNN 2014.
9. S. Zhang, X. Jin, D. Shen, B. Cao, X. Ding, X. Zhang. Short text classification by detecting information path. CIKM 2013.
10. X. Ding, X. Jin, Y. Li, L. Li. Celebrity Recommendation with Collaborative Social Topic Regression. Proc. 23th Intl. Joint Conf. on Artificial Intelligence (IJCAI). 2013.
11. N. Zheng, X. Jin, L. Li. Cross-Region Collaborative Filtering for New Point-of-Interest Recommendation. Proc. 22nd Intl. World Wide Web Conf. (WWW). Poster Track. 2013.
12. X. Zhang, X. Jin, L. Li. Learning Multilingual Concepts from Unaligned Web Documents by Exploring Associating Images. Proc. 22nd Intl. World Wide Web Conf. (WWW). Poster Track. 2013.
13. L. Li, X. Jin, S. Pan, J. Sun. Multi-Domain Active Learning for Text Classification. Proc. 18th ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining (KDD). 2012.
14. L. Li, X. Jin, M. Long. Topic Correlation Analysis for Cross-Domain Text Classification. Proc. 26th AAAI Conf. on Artificial Intelligence (AAAI). 2012.
15. X. Wang, X. Jin, M. Chen, K. Zhang, D. Shen. Topic mining over asynchronous text sequences. IEEE Transactions on Knowledge and Data Engineering (TKDE), 24(1), 2012.
16. M. Chen, X. Jin, D. shen. Short Text Classification Improved by Learning Multi-Granularity Topics. Proc. 22th Intl. Joint Conf. on Artificial Intelligence (IJCAI). 2011.
17. M. Long, W. Cheng, X. Jin, J. Wang, D. Shen. Transfer Learning via Cluster Correspondence Inference. Proc. 10th IEEE Intl. Conf. on Data Mining (ICDM). 2010.
18. W. Cheng, X. Jin, J. Sun. Probabilistic Similarity Query on Dimension Incomplete Data. Proc. 9th IEEE Intl. Conf. on Data Mining (ICDM). 2009.
19. Y. Zhang, X. Jin. Concept Sampling: Towards Systematic Selection in Large-Scale Mixed Concepts in Machine Learning. Proc. 20th Intl. Joint Conf. on Artificial Intelligence (IJCAI). 2007.
20. X. Jin, X. Zuo, K. Lam, J. Wang, J. Sun. Efficient Discovery of Emerging Frequent Patterns in Arbitrary Windows on Data Streams. Proc. 22nd Intl. Conf. on Data Engineering (ICDE). 2006.
21. X. Jin, Y. Lu, C. Shi. Similarity Measure Based on Partial Information of Time series. Proc. 8th ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining (KDD). 2002.