Dong Deng

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 43

Top Topics

Approximate Nearest Neighbor

Similarity Search

Query Processing

Locality Sensitive Hashing

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Chaoji Zuo, Miao Qiao, Wenchao Zhou, Feifei Li, Dong Deng
SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search. Proc. ACM Manag. Data 2 (1) (2024)
Runhui Wang, Luyang Kong, Yefan Tao, Andrew Borthwick, Davor Golac, Henrik Johnson, Shadie Hijazi, Dong Deng, Yongfeng Zhang
Neural Locality Sensitive Hashing for Entity Blocking. CoRR (2024)
Runhui Wang, Luyang Kong, Yefan Tao, Andrew Borthwick, Davor Golac, Henrik Johnson, Shadie Hijazi, Dong Deng, Yongfeng Zhang
Neural Locality Sensitive Hashing for Entity Blocking. SDM (2024)
Yifei Xia, Feng Zhang, Qingyu Xu, Mingde Zhang, Zhiming Yao, Lv Lu, Xiaoyong Du, Dong Deng, Bingsheng He, Siqi Ma
GPU-based butterfly counting. VLDB J. 33 (5) (2024)
Jiesong Liu, Feng Zhang, Lv Lu, Chang Qi, Xiaoguang Guo, Dong Deng, Guoliang Li, Huanchen Zhang, Jidong Zhai, Hechen Zhang, Yuxing Chen, Anqun Pan, Xiaoyong Du
G-Learned Index: Enabling Efficient Learned Index on GPU. IEEE Trans. Parallel Distributed Syst. 35 (6) (2024)
Zhencan Peng, Zhizhi Wang, Dong Deng
Near-Duplicate Sequence Search at Scale for Large Language Model Memorization Evaluation. Proc. ACM Manag. Data 1 (2) (2023)
Chaoji Zuo, Dong Deng
ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph. Proc. VLDB Endow. 16 (10) (2023)
Hailun Ding, Juan Zhai, Dong Deng, Shiqing Ma
The Case for Learned Provenance Graph Storage Systems. USENIX Security Symposium (2023)
Zhizhi Wang, Chaoji Zuo, Dong Deng
TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection. SIGMOD Conference (2022)
Zaifeng Pan, Feng Zhang, Hourun Li, Chenyang Zhang, Xiaoyong Du, Dong Deng
G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Qingyu Xu, Feng Zhang, Zhiming Yao, Lv Lu, Xiaoyong Du, Dong Deng, Bingsheng He
Efficient Load-Balanced Butterfly Counting on GPU. Proc. VLDB Endow. 15 (11) (2022)
Chaoji Zuo, Sepehr Assadi, Dong Deng
Spine: Scaling up Programming-by-Negative-Example for String Filtering and Transformation. SIGMOD Conference (2022)
Weiqi Feng, Dong Deng
Allign: Aligning All-Pair Near-Duplicate Passages in Long Texts. SIGMOD Conference (2021)
Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
Correction to: Internal and external memory set containment join. VLDB J. 30 (5) (2021)
Guoliang Li, Dong Deng, Ju Fan
Preface. J. Comput. Sci. Technol. 36 (4) (2021)
Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
Internal and external memory set containment join. VLDB J. 30 (3) (2021)
Chengcheng Yang, Dong Deng, Shuo Shang, Ling Shao
Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams. ICDE (2020)
Runhui Wang, Dong Deng
DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search. Proc. VLDB Endow. 13 (13) (2020)
Zeyi Wen, Dong Deng, Rui Zhang, Ramamohanarao Kotagiri
2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance. ICDE (2019)
Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
LCJoin: Set Containment Join via List Crosscutting. ICDE (2019)
Ji Sun, Dong Deng, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation. CoRR (2019)
Erkang Zhu, Dong Deng, Fatemeh Nargesian, Renée J. Miller
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes. SIGMOD Conference (2019)
Ji Sun, Zeyuan Shang, Guoliang Li, Zhifeng Bao, Dong Deng
Balance-Aware Distributed String Similarity-Based Query Processing System. Proc. VLDB Endow. 12 (9) (2019)
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Unsupervised String Transformation Learning for Entity Consolidation. ICDE (2019)
Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng
A partial-order-based framework for cost-effective crowdsourced entity resolution. VLDB J. 27 (6) (2018)
Dong Deng, Yufei Tao, Guoliang Li
Overlap Set Similarity Joins with Theoretical Guarantees. SIGMOD Conference (2018)
Essam Mansour, Dong Deng, Raul Castro Fernandez, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Building Data Civilizer Pipelines with an Advanced Workflow Engine. ICDE (2018)
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Entity Consolidation: The Golden Record Problem. CoRR (2017)
Michael Stonebraker, Raul Castro Fernandez, Dong Deng, Michael L. Brodie
What to do about database decay. Commun. ACM 60 (1) (2017)
Dong Deng, Albert Kim, Samuel Madden, Michael Stonebraker
SILKMOTH: An Efficient Method for Finding Related Sets with Maximum Matching Constraints. CoRR (2017)
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 Conference (2017)
Dong Deng
Error-Tolerant Big Data Processing. CoRR (2017)
Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang
The Data Civilizer System. CIDR (2017)
Ji Sun, Zeyuan Shang, Guoliang Li, Dong Deng, Zhifeng Bao
Dima: A Distributed In-Memory Similarity-Based Query Processing System. Proc. VLDB Endow. 10 (12) (2017)
Wenbo Tao, Dong Deng, Michael Stonebraker
Approximate String Joins with Abbreviations. Proc. VLDB Endow. 11 (1) (2017)
Dong Deng, Albert Kim, Samuel Madden, Michael Stonebraker
SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints. Proc. VLDB Endow. 10 (10) (2017)
Minghe Yu, Jin Wang, Guoliang Li, Yong Zhang, Dong Deng, Jianhua Feng
A unified framework for string similarity search with edit-distance constraint. VLDB J. 26 (2) (2017)
Zeyi Wen, Dong Deng, Rui Zhang, Kotagiri Ramamohanarao
A Technical Report: Entity Extraction using Both Character-based and Token-based Similarity. CoRR (2017)
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? Proc. VLDB Endow. 9 (12) (2016)
Minghe Yu, Guoliang Li, Dong Deng, Jianhua Feng
String similarity search and join: a survey. Frontiers Comput. Sci. 10 (3) (2016)
Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng
Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach. SIGMOD Conference (2016)
Dong Deng, Guoliang Li, He Wen, H. V. Jagadish, Jianhua Feng
META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion. Proc. VLDB Endow. 9 (10) (2016)
Michael Stonebraker, Dong Deng, Michael L. Brodie
Database decay and how to avoid it. IEEE BigData (2016)
Guoliang Li, Jian He, Dong Deng, Jian Li
Efficient Similarity Join and Search on Multi-Attribute Data. SIGMOD Conference (2015)
Dong Deng, Guoliang Li, Jianhua Feng, Yi Duan, Zhiguo Gong
A unified framework for approximate dictionary-based entity extraction. VLDB J. 24 (1) (2015)
Jin Wang, Guoliang Li, Dong Deng, Yong Zhang, Jianhua Feng
Two birds with one stone: An efficient hierarchical framework for top-k and threshold-based string similarity search. ICDE (2015)
Dong Deng, Guoliang Li, He Wen, Jianhua Feng
An Efficient Partition Based Method for Exact Set Similarity Joins. Proc. VLDB Endow. 9 (4) (2015)
Dong Deng, Guoliang Li, Shuang Hao, Jiannan Wang, Jianhua Feng
MassJoin: A mapreduce-based method for scalable string similarity joins. ICDE (2014)
Dong Deng, Guoliang Li, Jianhua Feng
A pivotal prefix based filtering algorithm for string similarity search. SIGMOD Conference (2014)
Sebastian Wandelt, Dong Deng, Stefan Gerdjikov, Shashwat Mishra, Petar Mitankin, Manish Patil, Enrico Siragusa, Alexander Tiskin, Wei Wang, Jiaying Wang, Ulf Leser
State-of-the-art in string similarity search and join. SIGMOD Rec. 43 (1) (2014)
Wenfei Fan, Xin Wang, Yinghui Wu, Dong Deng
Distributed Graph Simulation: Impossibility and Possibility. Proc. VLDB Endow. 7 (12) (2014)
Yu Jiang, Dong Deng, Jiannan Wang, Guoliang Li, Jianhua Feng
Efficient parallel partition-based algorithms for similarity search and join with edit distance constraints. EDBT/ICDT Workshops (2013)
Dong Deng, Yu Jiang, Guoliang Li, Jian Li, Cong Yu
Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases. Proc. VLDB Endow. 6 (13) (2013)
Dong Deng, Guoliang Li, Jianhua Feng, Wen-Syan Li
Top-k string similarity search with edit-distance constraints. ICDE (2013)
Guoliang Li, Dong Deng, Jianhua Feng
A partition-based method for string similarity joins with edit-distance constraints. ACM Trans. Database Syst. 38 (2) (2013)
Dong Deng, Guoliang Li, Jianhua Feng
An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints. ICDE (2012)
Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng
PASS-JOIN: A Partition-based Method for Similarity Joins CoRR (2011)
Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng
PASS-JOIN: A Partition-based Method for Similarity Joins. Proc. VLDB Endow. 5 (3) (2011)
Guoliang Li, Dong Deng, Jianhua Feng
Faerie: efficient filtering algorithms for approximate dictionary-based entity extraction. SIGMOD Conference (2011)
Guoliang Li, Dong Deng, Jianhua Feng
Extending dictionary-based entity extraction to tolerate errors. CIKM (2010)