| 2026 | ICDE | VecAlign: Efficient Vector Sequence Alignment for Similarity Search in the Embedding Space. | Zhizhi Wang, Dong Deng |
| 2026 | SIGMOD | LindormVector: A Distributed Vector Engine on a Cloud-Native Multi-Model NoSQL Database. | Yan Wang, Jian Zhou, Sai Huang, Chao Dou, Hanwen Tian, Zhijie Jiang, Zongning Zhang, Xiaoqi Li, Zhencan Peng, Chunhui Shen, Wei Zhang, Feifei Li, Dong Deng |
| 2025 | ICDE | Tag-Filtered Approximate Nearest Neighbor Search. | Jiarui Luo, Miao Qiao, Chaoji Zuo, Dong Deng |
| 2025 | ICLR | 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, Mengnan Du, Dong Deng, Yongfeng Zhang |
| 2024 | SDM | Neural Locality Sensitive Hashing for Entity Blocking. | Runhui Wang, Luyang Kong, Yefan Tao, Andrew Borthwick, Davor Golac, Henrik Johnson, Shadie Hijazi, Dong Deng, Yongfeng Zhang |
| 2022 | SIGMOD | TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection. | Zhizhi Wang, Chaoji Zuo, Dong Deng |
| 2022 | SIGMOD | Spine: Scaling up Programming-by-Negative-Example for String Filtering and Transformation. | Chaoji Zuo, Sepehr Assadi, Dong Deng |
| 2021 | SIGMOD | Allign: Aligning All-Pair Near-Duplicate Passages in Long Texts. | Weiqi Feng, Dong Deng |
| 2020 | ICDE | Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams. | Chengcheng Yang, Dong Deng, Shuo Shang, Ling Shao |
| 2020 | IECON | Application of Knowledge Graph Technology in Unified Management Platform for Wind Power Data. | Mengping Lv, Bin Duan, Haihui Jiang, Dong Deng |
| 2019 | ICDE | Unsupervised String Transformation Learning for Entity Consolidation. | Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang |
| 2019 | ICDE | LCJoin: Set Containment Join via List Crosscutting. | Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao |
| 2019 | ICDE | 2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance. | Zeyi Wen, Dong Deng, Rui Zhang, Ramamohanarao Kotagiri |
| 2019 | SIGMOD | JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes. | Erkang Zhu, Dong Deng, Fatemeh Nargesian, Rene J. Miller |
| 2018 | ICDE | Building Data Civilizer Pipelines with an Advanced Workflow Engine. | 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 |
| 2018 | RecSys | Neural gaussian mixture model for review-based rating prediction. | Dong Deng, Liping Jing, Jian Yu, Shaolong Sun, Haofei Zhou |
| 2018 | SIGMOD | Overlap Set Similarity Joins with Theoretical Guarantees. | Dong Deng, Yufei Tao, Guoliang Li |
| 2017 | CIDR | The Data Civilizer System. | Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang |
| 2017 | SIGMOD | A Demo of the Data Civilizer System. | 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 |
| 2016 | SIGMOD | Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach. | Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng |
| 2015 | ICDE | Two birds with one stone: An efficient hierarchical framework for top-k and threshold-based string similarity search. | Jin Wang, Guoliang Li, Dong Deng, Yong Zhang, Jianhua Feng |
| 2015 | SIGMOD | Efficient Similarity Join and Search on Multi-Attribute Data. | Guoliang Li, Jian He, Dong Deng, Jian Li |
| 2014 | ICDE | MassJoin: A mapreduce-based method for scalable string similarity joins. | Dong Deng, Guoliang Li, Shuang Hao, Jiannan Wang, Jianhua Feng |
| 2014 | KSEM | Weighting Exponent Selection of Fuzzy C-Means via Jacobian Matrix. | Liping Jing, Dong Deng, Jian Yu |
| 2014 | SIGMOD | A pivotal prefix based filtering algorithm for string similarity search. | Dong Deng, Guoliang Li, Jianhua Feng |
| 2013 | EDBT | Efficient parallel partition-based algorithms for similarity search and join with edit distance constraints. | Yu Jiang, Dong Deng, Jiannan Wang, Guoliang Li, Jianhua Feng |
| 2013 | ICDE | Top-k string similarity search with edit-distance constraints. | Dong Deng, Guoliang Li, Jianhua Feng, Wen-Syan Li |
| 2012 | ICDE | An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints. | Dong Deng, Guoliang Li, Jianhua Feng |
| 2011 | SIGMOD | Faerie: efficient filtering algorithms for approximate dictionary-based entity extraction. | Guoliang Li, Dong Deng, Jianhua Feng |
| 2010 | CIKM | Extending dictionary-based entity extraction to tolerate errors. | Guoliang Li, Dong Deng, Jianhua Feng |