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ORCIDDong Deng 0001
Person information
- affiliation: Rutgers University, New Brunswick, NJ, USA
- affiliation (former): Massachusetts Institute of Technology, CSAIL, Cambridge, MA, USA
- affiliation (PhD 2016): Tsinghua University, Beijing, China
Other persons with the same name
- Dong Deng 0002
![[0000-0001-7707-6415]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-7707-6415")
— Beijing Jiaotong University, School of Computer and Information Technology, Beijing Key Lab of Traffic Data Analysis and Mining, China - Dong Deng 0003 — Xiangdian Wind Energy Co., Ltd, China
- Dong Deng 0004 — Hohai University, College of Internet of Things Engineering, Changzhou, China
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2020 – today
- 2024
[j27]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): 69:1-69:26 (2024)- [j26]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): 795-812 (2024) - [c25]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: 887-895 - [i7]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 abs/2401.18064 (2024) - 2023
- [j25]Zhencan Peng, Zhizhi Wang, Dong Deng:
Near-Duplicate Sequence Search at Scale for Large Language Model Memorization Evaluation. Proc. ACM Manag. Data 1(2): 179:1-179:18 (2023) - [j24]Chaoji Zuo, Dong Deng:
ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph. Proc. VLDB Endow. 16(10): 2645-2658 (2023) - [c24]Hailun Ding, Juan Zhai, Dong Deng, Shiqing Ma:
The Case for Learned Provenance Graph Storage Systems. USENIX Security Symposium 2023: 3277-3294 - 2022
- [j23]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): 2450-2462 (2022) - [j22]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): 3015-3027 (2022) - [c23]Chaoji Zuo, Sepehr Assadi, Dong Deng:
Spine: Scaling up Programming-by-Negative-Example for String Filtering and Transformation. SIGMOD Conference 2022: 521-530 - [c22]Zhizhi Wang, Chaoji Zuo, Dong Deng:
TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection. SIGMOD Conference 2022: 1146-1159 - 2021
- [j21]Guoliang Li, Dong Deng, Ju Fan:
Preface. J. Comput. Sci. Technol. 36(4): 719-720 (2021) - [j20]Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao:
Internal and external memory set containment join. VLDB J. 30(3): 447-470 (2021) - [j19]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): 907 (2021) - [c21]Weiqi Feng, Dong Deng:
Allign: Aligning All-Pair Near-Duplicate Passages in Long Texts. SIGMOD Conference 2021: 541-553 - 2020
- [j18]Runhui Wang, Dong Deng:
DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search. Proc. VLDB Endow. 13(13): 3603-3616 (2020) - [c20]Chengcheng Yang, Dong Deng, Shuo Shang, Ling Shao:
Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams. ICDE 2020: 1986-1989
2010 – 2019
- 2019
- [j17]Ji Sun, Zeyuan Shang, Guoliang Li, Zhifeng Bao, Dong Deng:
Balance-Aware Distributed String Similarity-Based Query Processing System. Proc. VLDB Endow. 12(9): 961-974 (2019) - [c19]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: 196-207 - [c18]Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao:
LCJoin: Set Containment Join via List Crosscutting. ICDE 2019: 362-373 - [c17]Zeyi Wen, Dong Deng, Rui Zhang, Ramamohanarao Kotagiri:
2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance. ICDE 2019: 998-1009 - [c16]Erkang Zhu, Dong Deng, Fatemeh Nargesian, Renée J. Miller:
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes. SIGMOD Conference 2019: 847-864 - [i6]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 abs/1906.06574 (2019) - 2018
- [j16]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): 745-770 (2018) - [c15]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: 1593-1596 - [c14]Dong Deng, Yufei Tao, Guoliang Li:
Overlap Set Similarity Joins with Theoretical Guarantees. SIGMOD Conference 2018: 905-920 - 2017
- [j15]Michael Stonebraker, Raul Castro Fernandez, Dong Deng, Michael L. Brodie:
What to do about database decay. Commun. ACM 60(1): 11 (2017) - [j14]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): 1082-1093 (2017) - [j13]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): 1925-1928 (2017) - [j12]Wenbo Tao, Dong Deng, Michael Stonebraker:
Approximate String Joins with Abbreviations. Proc. VLDB Endow. 11(1): 53-65 (2017) - [j11]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): 249-274 (2017) - [c13]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 - [c12]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: 1639-1642 - [i5]Zeyi Wen, Dong Deng, Rui Zhang, Kotagiri Ramamohanarao:
A Technical Report: Entity Extraction using Both Character-based and Token-based Similarity. CoRR abs/1702.03519 (2017) - [i4]Dong Deng, Albert Kim, Samuel Madden, Michael Stonebraker:
SILKMOTH: An Efficient Method for Finding Related Sets with Maximum Matching Constraints. CoRR abs/1704.04738 (2017) - [i3]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 abs/1709.10436 (2017) - [i2]Dong Deng:
Error-Tolerant Big Data Processing. CoRR abs/1712.06223 (2017) - 2016
- [j10]Minghe Yu, Guoliang Li, Dong Deng, Jianhua Feng:
String similarity search and join: a survey. Frontiers Comput. Sci. 10(3): 399-417 (2016) - [j9]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): 828-839 (2016) - [j8]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): 993-1004 (2016) - [c11]Michael Stonebraker, Dong Deng, Michael L. Brodie:
Database decay and how to avoid it. IEEE BigData 2016: 7-16 - [c10]Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng:
Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach. SIGMOD Conference 2016: 969-984 - 2015
- [j7]Dong Deng, Guoliang Li, He Wen, Jianhua Feng:
An Efficient Partition Based Method for Exact Set Similarity Joins. Proc. VLDB Endow. 9(4): 360-371 (2015) - [j6]Dong Deng, Guoliang Li, Jianhua Feng, Yi Duan, Zhiguo Gong:
A unified framework for approximate dictionary-based entity extraction. VLDB J. 24(1): 143-167 (2015) - [c9]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: 519-530 - [c8]Guoliang Li, Jian He, Dong Deng, Jian Li:
Efficient Similarity Join and Search on Multi-Attribute Data. SIGMOD Conference 2015: 1137-1151 - 2014
- [j5]Wenfei Fan, Xin Wang, Yinghui Wu, Dong Deng:
Distributed Graph Simulation: Impossibility and Possibility. Proc. VLDB Endow. 7(12): 1083-1094 (2014) - [j4]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): 64-76 (2014) - [c7]Dong Deng, Guoliang Li, Shuang Hao, Jiannan Wang, Jianhua Feng:
MassJoin: A mapreduce-based method for scalable string similarity joins. ICDE 2014: 340-351 - [c6]Dong Deng, Guoliang Li, Jianhua Feng:
A pivotal prefix based filtering algorithm for string similarity search. SIGMOD Conference 2014: 673-684 - 2013
- [j3]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): 1606-1617 (2013) - [j2]Guoliang Li, Dong Deng, Jianhua Feng:
A partition-based method for string similarity joins with edit-distance constraints. ACM Trans. Database Syst. 38(2): 9 (2013) - [c5]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: 341-348 - [c4]Dong Deng, Guoliang Li, Jianhua Feng, Wen-Syan Li:
Top-k string similarity search with edit-distance constraints. ICDE 2013: 925-936 - 2012
- [c3]Dong Deng, Guoliang Li, Jianhua Feng:
An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints. ICDE 2012: 762-773 - 2011
- [j1]Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng:
PASS-JOIN: A Partition-based Method for Similarity Joins. Proc. VLDB Endow. 5(3): 253-264 (2011) - [c2]Guoliang Li, Dong Deng, Jianhua Feng:
Faerie: efficient filtering algorithms for approximate dictionary-based entity extraction. SIGMOD Conference 2011: 529-540 - [i1]Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng:
PASS-JOIN: A Partition-based Method for Similarity Joins. CoRR abs/1111.7171 (2011) - 2010
- [c1]Guoliang Li, Dong Deng, Jianhua Feng:
Extending dictionary-based entity extraction to tolerate errors. CIKM 2010: 1341-1344
Coauthor Index
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