Publications

2019

• Block as a Value for SQL over NoSQL [topic 1]
  45th International Conference on Very Large Data Bases (VLDB), 2019.
  Yang Cao, Wenfei Fan and Tengfei Yuan


• ANMAT: Automatic Knowledge Discovery and Error Detection through Pattern Functional Dependencies [topic 3]
  ACM SIGMOD Conference on Management of Data (SIGMOD), demo, 2019.
  Abdulhakim Qahtan, Nan Tang, Mourad Ouzzani, Yang Cao and Michael Stonebraker

2018

• Bounded Query Rewriting Using Views [topic 1]
  ACM Transactions on Database Systems (TODS), 2018. (invited).
  Yang Cao, Wenfei Fan, Floris Geerts, and Ping Lu
  

• From Think Parallel to Think Sequential [topic 2]
  SIGMOD Record 47(1): 15-22, 2018 (SIGMOD Research Highlight Award ).
  Wenfei Fan, Yang Cao, Jingbo Xu , Wenyuan Yu, Yinghui Wu, Chao Tian, Jiaxin Jiang, and Bohan Zhang
  

• Parallelizing Sequential Graph Computations [topic 2]
  ACM Transactions on Database Systems (TODS), 2018
  Wenfei Fan, Yinghui Wu, Jingbo Xu , Wenyuan Yu, Jiaxin Jiang, Zeyu Zheng, Bohan Zhang, Yang Cao and Chao Tian
  

2017

• Data Driven Approximation with Bounded Resources [ Slides ] [topic 1]
  The 43rd International Conference on Very Large Data Bases (VLDB), 2017.
  Yang Cao and Wenfei Fan
  

• BEAS: Bounded Evaluation of SQL Queries [topic 1]
  ACM SIGMOD Conference on Management of Data (SIGMOD), demo, 2017.
  Yang Cao, Wenfei Fan, Yanghao Wang, Tengfei Yuan, Yanchao Li and Laura Yu Chen.
  

• Parallelizing Sequential Graph Computations [topic 2]
  ACM SIGMOD Conference on Management of Data (SIGMOD), 2017 (the Best Paper Award).
  Wenfei Fan, Yinghui Wu, Jingbo Xu , Wenyuan Yu, Jiaxin Jiang, Zeyu Zheng, Bohan Zhang, Yang Cao and Chao Tian
  

• Relaxing Graph Pattern Matching With Explanations [topic 2]
  The ACM International Conference on Information and Knowledge Management (CIKM), 2017.
  Jia Li, Yang Cao, Shuai Ma
  

• Is Big Data Analytics beyond the Reach of Small Companies? [topic 1]
  Data Analysis and Knowledge Discovery, Sept. 2017 (invited).
  Yang Cao, Wenfei Fan, and Tengfei Yuan
  

• Virtual Network Mapping in Cloud Computing: A Graph Pattern Matching Approach [topic 2]
  The Computer Journal, 2017, Vol 60(3) (invited)
  Yang Cao, Wenfei Fan and Shuai Ma

2016

• An Effective Syntax for Bounded Relational Queries [ Slides ] [topic 1]
  ACM SIGMOD Conference on Management of Data (SIGMOD), 2016.
  Yang Cao and Wenfei Fan


• Bounded Query Rewriting Using Views [topic 1]
  ACM Symposium on Principles of Database Systems (PODS), 2016.
  Yang Cao, Wenfei Fan, Floris Geerts, and Ping Lu


• Approximating Graph Pattern Queries Using Views [topic 2]
  The ACM International Conference on Information and Knowledge Management (CIKM), 2016.
  Jia Li, Yang Cao and Xudong Liu

2015

• Querying Big Data by Accessing Small Data [ Slides ] [topic 1]
  ACM Symposium on Principles of Database Systems (PODS), 2015.
  Wenfei Fan, Floris Geerts, Yang Cao, Ting Deng and Ping Lu


• Making Pattern Queries Bounded in Big Graphs [ Slides ] [topic 1]
  The 31st International Conference on Data Engineering (ICDE), 2015.
  Yang Cao, Wenfei Fan, Jinpeng Huai, Ruizhe Huang


• Virtual Network Mapping: A Graph Pattern Matching Approach [topic 2]
  The 30th British International Conference on Databases (BICOD) , 2015.
  Yang Cao, Wenfei Fan and Shuai Ma

2014

• Bounded Conjunctive Queries [ Slides ] [topic 1]
  The 40th International Conference on Very Large Data Bases (VLDB), 2014.
  Yang Cao, Wenfei Fan, and Wenyuan Yu


• Strong Simulation: Capturing Topology in Graph Pattern Matching [topic 2]
  ACM Transaction on Database Systems (TODS)
  Shuai Ma, and Yang Cao, Wenfei Fan, Jinpeng Huai, Tianyu Wo


• On the Data Complexity of Relative Information Completeness [topic 3]
  Information Systems 45:18-34, 2014
  Yang Cao, Ting Deng, Wenfei Fan, Floris Geerts

2013

• Determining the Relative Accuracy of Attributes [ Slides ] [topic 3]
  ACM SIGMOD Conference on Management of Data (SIGMOD), 2013
  Yang Cao, Wenfei Fan, and Wenyuan Yu

2012

• Distributed Graph Pattern Matching [topic 2]
  The 21st International World Wide Web Conference (WWW), 2012
  Shuai Ma, Yang Cao, Jinpeng Huai, and Tianyu Wo


• Capturing Topology in Graph Pattern Matching [topic 2]
  The 38th International Conference on Very Large Data Bases (VLDB), 2012
  Shuai Ma, Yang Cao, Wenfei Fan, Jinpeng Huai, Tianyu Wo