Extending dictionary-based entity extraction to tolerate errors. - Guoliang Li 001; Dong Deng 001; Jianhua Feng (CIKM, 2010)

Faerie: efficient filtering algorithms for approximate dictionary-based entity extraction. - Guoliang Li 001; Dong Deng 001; Jianhua Feng (SIGMOD Conference, 2011)

PASS-JOIN: A Partition-based Method for Similarity Joins. - Guoliang Li 001; Dong Deng 001; Jiannan Wang 001; Jianhua Feng (Proc. VLDB Endow., 2011)

An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints. - Dong Deng 001; Guoliang Li 001; Jianhua Feng (ICDE, 2012)

Efficient parallel partition-based algorithms for similarity search and join with edit distance constraints. - Yu Jiang; Dong Deng 001; Jiannan Wang 001; Guoliang Li 001; Jianhua Feng (EDBT/ICDT Workshops, 2013)

Top-k string similarity search with edit-distance constraints. - Dong Deng 001; Guoliang Li 001; Jianhua Feng; Wen-Syan Li (ICDE, 2013)

Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases. - Dong Deng 001; Yu Jiang; Guoliang Li 001; Jian Li 015; Cong Yu 001 (Proc. VLDB Endow., 2013)

A partition-based method for string similarity joins with edit-distance constraints. - Guoliang Li 001; Dong Deng 001; Jianhua Feng (ACM Trans. Database Syst., 2013)

MassJoin: A mapreduce-based method for scalable string similarity joins. - Dong Deng 001; Guoliang Li 001; Shuang Hao 002; Jiannan Wang 001; Jianhua Feng (ICDE, 2014)

A pivotal prefix based filtering algorithm for string similarity search. - Dong Deng 001; Guoliang Li 001; Jianhua Feng (SIGMOD Conference, 2014)

Distributed Graph Simulation: Impossibility and Possibility. - Wenfei Fan; Xin Wang 064; Yinghui Wu 001; Dong Deng 001 (Proc. VLDB Endow., 2014)

State-of-the-art in string similarity search and join. - Sebastian Wandelt; Dong Deng 001; Stefan Gerdjikov; Shashwat Mishra; Petar Mitankin; Manish Patil; Enrico Siragusa; Alexander Tiskin; Wei Wang 011; Jiaying Wang; Ulf Leser (SIGMOD Rec., 2014)

Two birds with one stone: An efficient hierarchical framework for top-k and threshold-based string similarity search. - Jin Wang 007; Guoliang Li 001; Dong Deng 001; Yong Zhang 002; Jianhua Feng (ICDE, 2015)

Efficient Similarity Join and Search on Multi-Attribute Data. - Guoliang Li 001; Jian He; Dong Deng 001; Jian Li 015 (SIGMOD Conference, 2015)

An Efficient Partition Based Method for Exact Set Similarity Joins. - Dong Deng 001; Guoliang Li 001; He Wen; Jianhua Feng (Proc. VLDB Endow., 2015)

A unified framework for approximate dictionary-based entity extraction. - Dong Deng 001; Guoliang Li 001; Jianhua Feng; Yi Duan; Zhiguo Gong (VLDB J., 2015)

Database decay and how to avoid it. - Michael Stonebraker; Dong Deng 001; Michael L. Brodie (IEEE BigData, 2016)

Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach. - Chengliang Chai; Guoliang Li 001; Jian Li 015; Dong Deng 001; Jianhua Feng (SIGMOD Conference, 2016)

String similarity search and join: a survey. - Minghe Yu; Guoliang Li 001; Dong Deng 001; Jianhua Feng (Frontiers Comput. Sci., 2016)

Detecting Data Errors: Where are we and what needs to be done? - Ziawasch Abedjan; Xu Chu; Dong Deng 001; Raul Castro Fernandez; Ihab F. Ilyas; Mourad Ouzzani; Paolo Papotti; Michael Stonebraker; Nan Tang 001 (Proc. VLDB Endow., 2016)

META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion. - Dong Deng 001; Guoliang Li 001; He Wen; H. V. Jagadish; Jianhua Feng (Proc. VLDB Endow., 2016)

The Data Civilizer System. - Dong Deng 001; Raul Castro Fernandez; Ziawasch Abedjan; Sibo Wang 001; Michael Stonebraker; Ahmed K. Elmagarmid; Ihab F. Ilyas; Samuel Madden 001; Mourad Ouzzani; Nan Tang 001 (CIDR, 2017)

A Demo of the Data Civilizer System. - Raul Castro Fernandez; Dong Deng 001; Essam Mansour 001; Abdulhakim Ali Qahtan; Wenbo Tao; Ziawasch Abedjan; Ahmed K. Elmagarmid; Ihab F. Ilyas; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (SIGMOD Conference, 2017)

What to do about database decay. - Michael Stonebraker; Raul Castro Fernandez; Dong Deng 001; Michael L. Brodie (Commun. ACM, 2017)

A Technical Report: Entity Extraction using Both Character-based and Token-based Similarity. - Zeyi Wen; Dong Deng 001; Rui Zhang 003; Kotagiri Ramamohanarao (CoRR, 2017)

Entity Consolidation: The Golden Record Problem. - Dong Deng 001; Wenbo Tao; Ziawasch Abedjan; Ahmed K. Elmagarmid; Ihab F. Ilyas; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (CoRR, 2017)

Error-Tolerant Big Data Processing. - Dong Deng 001 (CoRR, 2017)

SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints. - Dong Deng 001; Albert Kim; Samuel Madden 001; Michael Stonebraker (Proc. VLDB Endow., 2017)

Dima: A Distributed In-Memory Similarity-Based Query Processing System. - Ji Sun; Zeyuan Shang; Guoliang Li 001; Dong Deng 001; Zhifeng Bao (Proc. VLDB Endow., 2017)

Approximate String Joins with Abbreviations. - Wenbo Tao; Dong Deng 001; Michael Stonebraker (Proc. VLDB Endow., 2017)

A unified framework for string similarity search with edit-distance constraint. - Minghe Yu; Jin Wang 007; Guoliang Li 001; Yong Zhang 002; Dong Deng 001; Jianhua Feng (VLDB J., 2017)

Building Data Civilizer Pipelines with an Advanced Workflow Engine. - Essam Mansour 001; Dong Deng 001; Raul Castro Fernandez; Abdulhakim Ali Qahtan; Wenbo Tao; Ziawasch Abedjan; Ahmed K. Elmagarmid; Ihab F. Ilyas; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (ICDE, 2018)

Overlap Set Similarity Joins with Theoretical Guarantees. - Dong Deng 001; Yufei Tao 001; Guoliang Li 001 (SIGMOD Conference, 2018)

A partial-order-based framework for cost-effective crowdsourced entity resolution. - Chengliang Chai; Guoliang Li 001; Jian Li 015; Dong Deng 001; Jianhua Feng (VLDB J., 2018)

Unsupervised String Transformation Learning for Entity Consolidation. - Dong Deng 001; Wenbo Tao; Ziawasch Abedjan; Ahmed K. Elmagarmid; Ihab F. Ilyas; Guoliang Li 001; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (ICDE, 2019)

LCJoin: Set Containment Join via List Crosscutting. - Dong Deng 001; Chengcheng Yang; Shuo Shang; Fan Zhu 001; Li Liu 004; Ling Shao 001 (ICDE, 2019)

2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance. - Zeyi Wen; Dong Deng 001; Rui Zhang 003; Ramamohanarao Kotagiri (ICDE, 2019)

JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes. - Erkang Zhu; Dong Deng 001; Fatemeh Nargesian; Renée J. Miller (SIGMOD Conference, 2019)

Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation. - Ji Sun; Dong Deng 001; Ihab F. Ilyas; Guoliang Li 001; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (CoRR, 2019)

Balance-Aware Distributed String Similarity-Based Query Processing System. - Ji Sun; Zeyuan Shang; Guoliang Li 001; Zhifeng Bao; Dong Deng 001 (Proc. VLDB Endow., 2019)

Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams. - Chengcheng Yang; Dong Deng 001; Shuo Shang; Ling Shao 001 (ICDE, 2020)

DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search. - Runhui Wang; Dong Deng 001 (Proc. VLDB Endow., 2020)

Allign: Aligning All-Pair Near-Duplicate Passages in Long Texts. - Weiqi Feng; Dong Deng 001 (SIGMOD Conference, 2021)

Preface. - Guoliang Li 001; Dong Deng 001; Ju Fan (J. Comput. Sci. Technol., 2021)

Internal and external memory set containment join. - Chengcheng Yang; Dong Deng 001; Shuo Shang; Fan Zhu 001; Li Liu 004; Ling Shao 001 (VLDB J., 2021)

Correction to: Internal and external memory set containment join. - Chengcheng Yang; Dong Deng 001; Shuo Shang; Fan Zhu 001; Li Liu 004; Ling Shao 001 (VLDB J., 2021)

TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection. - Zhizhi Wang; Chaoji Zuo; Dong Deng 001 (SIGMOD Conference, 2022)

Spine: Scaling up Programming-by-Negative-Example for String Filtering and Transformation. - Chaoji Zuo; Sepehr Assadi; Dong Deng 001 (SIGMOD Conference, 2022)

Efficient Load-Balanced Butterfly Counting on GPU. - Qingyu Xu; Feng Zhang 007; Zhiming Yao; Lv Lu; Xiaoyong Du 001; Dong Deng 001; Bingsheng He (Proc. VLDB Endow., 2022)

G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification. - Zaifeng Pan; Feng Zhang 007; Hourun Li; Chenyang Zhang 005; Xiaoyong Du 001; Dong Deng 001 (IEEE Trans. Parallel Distributed Syst., 2022)

The Case for Learned Provenance Graph Storage Systems. - Hailun Ding; Juan Zhai; Dong Deng 001; Shiqing Ma (USENIX Security Symposium, 2023)

Near-Duplicate Sequence Search at Scale for Large Language Model Memorization Evaluation. - Zhencan Peng; Zhizhi Wang; Dong Deng 001 (Proc. ACM Manag. Data, 2023)

ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph. - Chaoji Zuo; Dong Deng 001 (Proc. VLDB Endow., 2023)

Neural Locality Sensitive Hashing for Entity Blocking. - Runhui Wang; Luyang Kong; Yefan Tao; Andrew Borthwick; Davor Golac; Henrik Johnson; Shadie Hijazi; Dong Deng 001; Yongfeng Zhang (SDM, 2024)

SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search. - Chaoji Zuo; Miao Qiao; Wenchao Zhou; Feifei Li 001; Dong Deng 001 (Proc. ACM Manag. Data, 2024)

G-Learned Index: Enabling Efficient Learned Index on GPU. - Jiesong Liu; Feng Zhang 007; Lv Lu; Chang Qi; Xiaoguang Guo; Dong Deng 001; Guoliang Li 001; Huanchen Zhang; Jidong Zhai; Hechen Zhang; Yuxing Chen; Anqun Pan; et al. (IEEE Trans. Parallel Distributed Syst., 2024)

Near-Duplicate Text Alignment with One Permutation Hashing. - Zhencan Peng; Yuheng Zhang; Dong Deng 001 (Proc. ACM Manag. Data, 2024)

GPU-based butterfly counting. - Yifei Xia; Feng Zhang 007; Qingyu Xu; Mingde Zhang; Zhiming Yao; Lv Lu; Xiaoyong Du 001; Dong Deng 001; Bingsheng He; Siqi Ma (VLDB J., 2024)

Tag-Filtered Approximate Nearest Neighbor Search. - Jiarui Luo; Miao Qiao; Chaoji Zuo; Dong Deng 001 (ICDE, 2025)

From Commands to Prompts: LLM-based Semantic File System for AIOS. - Zeru Shi; Kai Mei; Mingyu Jin; Yongye Su; Chaoji Zuo; Wenyue Hua; Wujiang Xu; Yujie Ren; Zirui Liu 001; Mengnan Du; Dong Deng 001; Yongfeng Zhang (ICLR, 2025)