Zhepeng ("Allen") Yan

[resume]

Email: zhepeng@cis.upenn.edu

Short Bio

I am now a Software Enginner in Google Mountain View. I obtained my Ph.D degree in Computer Science from the University of Pennsylvania. I belonged to the database research group and worked with Prof. Zack Ives. I was a research intern with Google Research in New York City from June 2012 to Dec 2012, hosted by Cong Yu and Boulos Harb in the structured data group. I received my B.Sc in Computer Science and Mathematics (with First Class Honors) in the Hong Kong University of Science and Technology.

My reserch interests include data integration and management of probabilistic data. Our Q System implements pay-as-you-go data integration, where large integration efforts are broken into user-driven, incremental subtasks. Users pose keyword queries over partly integrated data, encoded as a graph; the system links data and forms answers “on demand”; the user provides feedback over query answers, teaching the system which links are good and bad.

Publications

Fine-grained Provenance for Linear Algebra Operators
Zhepeng Yan, Val Tannen, Zachary Ives
TaPP, 2016.
[slides]

Looking at Everything in Context
Zachary Ives, Zhepeng Yan, Nan Zheng, Brian Litt, Joost Wagenaar
CIDR, 2015.

Active Learning in Keyword Search-Based Data Integration
Zhepeng Yan, Nan Zheng, Zachary Ives, Partha Talukdar, Cong Yu
The VLDB Journal, 2015 (Special Issue on Best Papers of VLDB 2013).

Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration
Zhepeng Yan, Nan Zheng, Zachary Ives, Partha Talukdar, Cong Yu
International Conference on Very Large Data Bases (VLDB), 2013.
Best poster award (third place) at the DIMACS workshop on Big Data Integration

Probabilistic String Similarity Joins
Jeffrey Jestes, Feifei Li, Zhepeng Yan, Ke Yi (alphabetic ordering of authors)
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010.
[code & slides]

Personal

I love to play Chinese Chess. I won 6th place in the 2015 North American Cup Tournament and was awarded the first-category player title (北美一级棋士). I played a draw game with Grand Master Ronghua Hu in New York City in 2012.

My wife Cathy Tianjiao Zhang is a software engineer at Google. We live in Sunnyvale, CA.