Dong Deng Assistant Professor Department of Computer Science School of Arts and Sciences Rutgers Universituy - New Brunswick Postdoc in Database Group at MIT (2018) PhD at THU (2016), BEng at BUAA (2011) Contact: dong.deng AT rutgers DOT edu 110 Frelinghuysen Road Piscataway, NJ 08854-8019

Full Publication by Category   [in Chronological Order]   [Selected Publication]

Conference Full Papers

• Ji Sun, Zeyuan Shang, Guoliang Li, Dong Deng, Zhifeng Bao
  Balance-Aware Distributed String Similarity-Based Query Processing System.
  PVLDB 2019.
  

• Erkang Zhu, Dong Deng, Fatemeh Nargesian, Renée J. Miller.
  A Set Overlap Search Algorithm for Finding Joinable Tables in Massive Data Lakes
  SIGMOD 2019, Amsterdam, The Netherlands.
  

• Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
  LCJoin: Set Containment Join via List Crosscutting.
  ICDE 2019, Macau SAR, China.
  

• Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed Elmagarmid, Ihab F. Ilyas, Guoliang li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
  Unsupervised String Transformation Learning for Entity Consolidation.
  ICDE 2019 Macau SAR, China.
  

• Zeyi Wen, Dong Deng, Rui Zhang, Kotagiri Ramamohanarao
  2ED: An Efficient Entity Extraction Algorithm using Two-Level Edit-Distance.
  ICDE 2019 Macau SAR, China.
  

• Dong Deng, Yufei Tao, Guoliang Li.
  Overlap Set Similarity Joins with Theoretical Guarantees
  SIGMOD 2018, Houston, TX, USA. (slides)
  

• Wenbo Tao, Dong Deng, Michael Stonebraker.
  Approximate String Joins with Abbreviations
  PVLDB 2018, Rio de Janeiro, Brazil.
  

• Dong Deng*, Albert Kim*, Samuel Madden, Michael Stonebraker
  SILKMOTH: An Efficient Method for Finding Related Sets with Maximum Matching Constraints
  PVLDB 2017, Munich, Germany. (*equal contribution) (slides)
  

• Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang.
  The Data Civilizer System.
  CIDR 2017, Chaminade, CA, USA (slides)
  

• Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng.
  Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach.
  SIGMOD 2016, San Francisco, CA, USA
  

• Dong Deng, Guoliang Li, He Wen, H. V. Jagadish Jianhua Feng.
  META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion.
  PVLDB 2016, New Delhi, India (slides)
  

• Dong Deng, Guoliang Li, He Wen, Jianhua Feng.
  An Efficient Partition based Method for Set Similarity Join.
  PVLDB 2016, New Delhi, India (slides) (code+data)
  

• Ziawasch Abedjan, Xu Chu, Dong Deng, Raul Castro Fernandez, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker, Nan Tang.
  Detecting Data Errors: Where Are We and What Needs To Be Done?
  PVLDB 2016, New Delhi, India (slides)
  

• Michael Stonebraker, Dong Deng, Michael L. Brodie.
  Database Decay and How To Avoid It.
  BigData 2016, Washington DC, USA
  

• Guoliang Li, Jian He, Dong Deng, Jian Li, Jianhua Feng.
  Efficient Similarity Search and Join on Multi-Attribute Data.
  SIGMOD 2015, Melbourne, Australia.
  

• Jin Wang, Guoliang Li, Dong Deng, Yong Zhang, Jianhua Feng.
  An Efficient Hierarchical Framework for Top-k and Threshold-based String Similarity Search.
  ICDE 2015, Seoul, South Korea.
  

• Dong Deng, Guoliang Li, Jianhua Feng.
  A Pivotal Prefix Based Filtering Algorithm for String Similarity Search.
  SIGMOD 2014, Snowbird, UT, USA. (slides) (code+data)
  

• Dong Deng, Yu Jiang, Guoliang Li, Jian Li, Cong Yu.
  Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases.
  PVLDB 2014, Hangzhou, China. (slides)
  

• Wenfei Fan, Xin Wang, Yinghui Wu, Dong Deng.
  Distributed Graph Simulation: Impossibility and Possibility.
  PVLDB 2014, Hangzhou, China.
  

• Dong Deng, Guoliang Li, Shuang Hao, Jiannan Wang, Jianhua Feng.
  MassJoin: A MapReduce-based Algorithm for String Similarity Joins.
  ICDE 2014, Chicago, IL, USA. (slides)
  

• Dong Deng, Guoliang Li, Jianhua Feng, Wen-Syan Li.
  Top-k String Similarity Search with Edit-Distance Constraints.
  ICDE 2013, Brisbane, Australia. (slides)
  

• Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng.
  Pass-Join: A Partition based Method for Similarity Joins.
  PVLDB 2012, Istanbul, Turkey. (slides) (code+data)
  

• Dong Deng, Guoliang Li, Jianhua Feng.
  An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints.
  ICDE 2012, Arlington, VA, USA. (slides)
  

• Guoliang Li, Dong Deng, Jianhua Feng.
  Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction.
  SIGMOD 2011, Athens, Greece. (slides) (code+data)
  

Journal Papers

• Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng.
  A Partial-Order-based Framework for Cost-Effective Crowdsourced Entity Resolution
  VLDB Journal 2018, Volumn 27 Issue 6.
  

• Minghe Yu, Jin Wang, Guoliang Li, Yong Zhang, Dong Deng, Jianhua Feng.
  A Unified Framework for String Similarity Search with Edit-Distance Constraint.
  VLDB Journal 2017, Volumn 26 Issue 2.*
  

• Minghe Yu, Guoliang Li, Dong Deng, Jianhua Feng.
  String Similarity Search and Join: A Survey
  FCS 2016, Volumn 10 Issue 3.
  

• Dong Deng, Guoliang Li, Jianhua Feng, Yi Duan, Zhiguo Gong.
  A Unified Framework for Approximate Dictionary-based Entity Extraction.
  VLDB Journal 2015, Volumn 24 Issue 1.

• Sebastian Wandelt, Dong Deng, Stefan Gerdjikov, et. al.
  State-of-the-art in String Similarity Search and Join.
  SIGMOD Record 2014, Volumn 43 Issue 1.
  

• Guoliang Li, Dong Deng, Jianhua Feng.
  A Partition-based Method for String Similarity Joins with Edit-Distance Constraints.
  TODS 2013, Volumn 38 Issue 2.

Demo Papers

• Raul Castro Fernandez, Dong Deng, Essam Mansour, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang.
  A Demo of the Data Civilizer System.
  SIGMOD 2017, Chicago, IL, USA.
  

• Ji Sun, Zeyuan Shang, Guoliang Li, Dong Deng, Zhifeng Bao.
  DIMA: A Distributed In-Memory Similarity-Based Query Processing System.
  PVLDB 2017, Munich, Germany.
  

• Essam Mansour, Dong Deng, Raul Castro Fernandez, Abdulhakim A. Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang.
  Building Data Civilizer Pipelines with an Advanced Workflow Engine
  ICDE 2018, Pairs, France.
  

Short/Workshop Papers

• Yu Jiang, Dong Deng, Jiannan Wang, Guoliang Li, Jianhua Feng.
  Efficient Parallel Partition-based Algorithms for Similarity Search and Join with Edit Distance Constraints. (workshop paper)
  EDBT/ICDT 2013, Genoa, Italy. (slides) (code)
  

• Guoliang Li, Dong Deng, Jianhua Feng.
  Extending Dictionary-based Entity Extraction to Tolerate Errors. (short paper)
  CIKM 2010, Toronto, Canada.