XIFENG YAN

home | research | publications | tutorials | dataset | software


 

Associate Professor
Venkatesh Narayanamurti Chair
Computer Science Department
University of California at Santa Barbara

Ph.D. (2006)
University of Illinois at Urbana-Champaign
Curriculum Vitae [PDF] [Short Bio]

Affiliation: INARC, NS-CTA, and ICB

Computer Science Department
Rm 1111, Harold Frank Hall
University of California
Santa Barbara, CA 93106-5110

Direction
xyan [at) cs dot ucsb dot edu
Tel: (805)699-6018 (google voice)

RESEARCH INTERESTS

The primary goal of my research is to develop fundamental concepts and new principles of data mining, design intelligent algorithms and build scalable systems.  Our current work has concentrated on three key areas: Modeling, managing, and mining large-scale, heterogeneous graphs; Structural and statistical analysis of texts and their applications such as information extraction, question answering, and information trustworthiness; Intelligent solutions to cross-domain problems in bioinformatics, business intelligence, computer security, computer systems, and social science.

Research Areas: Data mining, data management and machine learning

RESEARCH PROJECTS  (publications) complete list | dblp

TEACHING

CS273: Data and Knowledge Base (Fall, 2014)
CS290D: Advanced Data Mining (Spring, 2014)
CS165A: Artificial Intelligence (Winter, 2014)
Previous Courses
STUDENTS
Graduate Students:
Huan Sun, Shengqi Yang, Bo Zong, Fangqiu Han, Yang Li, Theodore Georgiou
Research Scientist:
Shulong Tan
Alumni (PhD): Gengxin Miao
(Google), Arijit Khan (ETH), Nan Li (oDesk, now Apple)
Alumni (PostDoc): Yinghui Wu (Assistant Professor, Washington State Univ.), Ziyu Guan (Professor, Northwestern University, China), Ying Tang (Assistant Professor, SiChuan Univeristy)

Alumni (MS): Alex Morales (UIUC), Nadav Caspi (Microsoft), Matt Weiden (HRL), Russell McLoughlin (LLNL), Lei Zhao (LinkedIn), Chen Liu (Oracle)
Alumni (Undergraduate):
Alexander Wood (UCLA)

HONORS & AWARDS

  1. ICDE 2013 Best Poster Award
  2. SIGKDD Best Student Paper Award, 2012
  3. IEEE ICDM 10-year Highest Impact Paper Award, 2011
  4. The Venkatesh Narayanamurti Chair, Univ. of California at Santa Barbara, 2008-present
  5. ACM-SIGMOD Dissertation Award Honorable Mention, 2007
  6. Best Student Paper, Proc. of 2007 Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2007 
  7. Best Student Paper, Proc. of 2007 IEEE International Conference on Data Engineering (ICDE), 2007
  8. Excellent Teaching Assistant Award, CS Dept., UIUC, 2003, 2004
  9. Outstanding Teaching Assistant Award, CS Dept., SUNY at Stony Brook, 2001

Last Modified: Aug 24, 2012