Ziyu Guan (管子玉)
Email: ziyuguan AT cs DOT ucsb DOT edu
I am currently a Post-doc (Title: Research scientist) at
the computer science department of UCSB. I received my PhD degree and my BS
degree from Zhejiang University in 2010 and 2004, respectively.
My research interests lie in information retrieval, machine
learning and data mining.
- Attributed graph mining
- Expertise modeling and retrieval
- Social media mining
- Recommender systems
- Ziyu Guan, Xifeng Yan, Lance M. Kaplan.
Measuring Two-Event Structural Correlations on Graphs. Proceedings of the
38th international conference on very large databases (VLDB), accepted.
- Ziyu Guan, Gengxin Miao, Russell McLoughlin, Xifeng Yan, Deng
Cai. Co-Occurrence Based Diffusion for Expert
Search On the Web. IEEE Transactions on Knowledge
and Data Engineering (TKDE), to
appear, 2012 (http://doi.ieeecomputersociety.org/10.1109/TKDE.2012.49).
- Ziyu Guan, Jian Wu, Qing Zhang, Ambuj Singh, Xifeng Yan. Assessing and
Ranking Structural Correlations in Graphs. Proceedings of the 2011
international conference on Management of data (SIGMOD2011), pages 937-948, 2011. [ pdf ]
- Ziyu Guan, Can Wang, Jiajun Bu, Chun Chen, Kun Yang, Deng Cai and Xiaofei He. Document Recommendation in Social Tagging
Services. Proceedings of the 19th international conference on World Wide Web, pages 391-400,
- Ziyu Guan, Can Wang, Zhengguang Chen, Jiajun Bu, Chun Chen. Efficient
face recognition using tensor subspace regression. Neurocomputing, Vol.
73, Issues 13-15, 2010.
- Ziyu Guan, Jiajun Bu, Qiaozhu Mei, Chun Chen
and Can Wang. Personalized Tag Recommendation Using Graph-based Ranking on
Multi-type Interrelated Objects. Proceedings of the 32nd Annual
International ACM SIGIR Conference (SIGIR2009),
pages 540-547, 2009.
- Ziyu Guan, Can Wang, Chun Chen, Jiajun Bu and Junfeng Wang. Guide
Focused Crawler Efficiently and Effectively Using On-line Topical
Importance Estimation. Proceedings of the 31st Annual International ACM
SIGIR Conference (SIGIR2008),
pages 757-758, 2008, poster.
Khan, Nan Li, Xifeng Yan, Ziyu Guan,
Supriyo Chakraborty, Shu Tao. Neighborhood Based Fast Graph Search in
Large Networks. Proceedings of the 2011 international conference on
Management of data (SIGMOD2011),
pages 901-912, 2011.
- Can Wang, Xiaofei He, Jiajun Bu, Zhengguang Chen, Chun Chen, Ziyu Guan. Image representation using Laplacian regularized nonnegative tensor
factorization. Pattern Recognition, 2011.
- Jun Zhao, Jiajun Bu, Chun Chen, Ziyu Guan, Can Wang, Cheng Zhang. Learning a user-thread
alignment manifold for thread recommendation in online forum. Proceedings
of the 19th ACM international conference on Information and knowledge
management (CIKM2010), pages
- Can Wang, Ziyu Guan, Chun Chen, Jiajun Bu,
Junfeng Wang and Huaizhong Lin. OTIE: An effective fo-cused crawling
algorithm combining link and content analysis. Journal of Zhejiang
University, Vol. 10, No. 8, 2009.
- Junfeng Wang, Chun Chen, Can
Wang, Jian Pei, Jiajun Bu, Ziyu
Guan, Wei Vivian Zhang. Can We Learn a Template-Independent Wrapper
for News Article Extraction from a Single Training Site? Proceedings of
the 15th ACM SIGKDD Conference
on Knowledge Discovery and Data Mining, pages 1345-1354, 2009.
- Junfeng Wang, Xiaofei He, Can Wang, Jian Pei, Jiajun Bu, Chun Chen, Ziyu Guan, Lu Gang. News Article
Extraction with Template-Independent Wrapper. Proceedings of the 18th
international conference on World
Wide Web, pages 1085-1086, 2009, poster.
Student Travel Grant (2009)
- Excellent Graduate of
Zhejiang University (2004)
Student Leader of Zhejiang University (2002~2003)
- Third-Class Scholarship
for Excellent Student (2001~2002, 2002~2003)
Scholarship for Excellent Student (2000~2001)
2012 the 4th asian
conference on machine learning (ACML)
2012 the 18th ACM SIGKDD conference on knowledge discovery and data mining
2012 the 21st international conference on World Wide Web (WWW)
2011 the 20th ACM international
conference on information and knowledge management (CIKM)
2011 international conference on management of data (SIGMOD)
2011 the 11th SIAM international conference on data mining (SDM)
2011 IEEE international conference on data mining (ICDM)
ACM Transactions on Knowledge Discovery from Data (TKDD)
Social Network Analysis and Mining (SNAM)
- All kinds of sports:
especially swimming and basketball.
- Reading, especially traditional Chinese culture related.
Last modified: May 5, 2012