Chen Li

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 49

Top Venues

Publications

Anwen Hu, Haiyang Xu, Jiabo Ye, Ming Yan, Liang Zhang, Bo Zhang, Chen Li, Ji Zhang, Qin Jin, Fei Huang, Jingren Zhou
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding. CoRR (2024)
Yicong Huang, Zuozhi Wang, Chen Li
Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows. SIGMOD Conference Companion (2024)
Yumeng Liu, Zhenghua Li, Haochen Jiang, Bo Zhang, Chen Li, Ji Zhang
Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction. ACL (Findings) (2024)
Chen Li, Meishan Zhang, Xuebo Liu, Zhaocong Li, Derek F. Wong, Min Zhang
Towards Demonstration-Aware Large Language Models for Machine Translation. ACL (Findings) (2024)
Alexander K. Taylor, Yicong Huang, Junheng Hao, Xinyuan Lin, Xiusi Chen, Wei Wang, Chen Li
Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly. ICDEW (2024)
Qiushi Bai, Sadeem Alsudais, Chen Li
QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting. Proc. VLDB Endow. 16 (11) (2023)
Qiushi Bai, Sadeem Alsudais, Chen Li, Shuang Zhao
Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints. EDBT (2023)
Zuozhi Wang, Chen Li
Building a Collaborative Data Analytics System: Opportunities and Challenges. Proc. VLDB Endow. 16 (12) (2023)
Qiushi Bai, Sadeem Alsudais, Chen Li
Demo of QueryBooster: Supporting Middleware-based SQL Query Rewriting as a Service. Proc. VLDB Endow. 16 (12) (2023)
Qiushi Bai, Sadeem Alsudais, Chen Li
QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting. CoRR (2023)
Yicong Huang, Zuozhi Wang, Chen Li
Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control. Proc. ACM Manag. Data 1 (4) (2023)
Sadeem Alsudais, Avinash Kumar, Chen Li
Veer: Verifying Equivalence of Workflow Versions in Iterative Data Analytics. CoRR (2023)
Sadeem Alsudais, Avinash Kumar, Chen Li
Raven: Accelerating Execution of Iterative Data Analytics by Reusing Results of Previous Equivalent Versions. HILDA@SIGMOD (2023)
Jiaying Wang, Chen Li, Gongjun Liu, Jifan Lv, Wenjia Shi, Xiaoqiong Huang
Distributed Dynamic Economic Optimal Scheduling Method for Microgrid Based on Deep Learning. CAIBDA (2022)
Avinash Kumar, Sadeem Alsudais, Shengquan Ni, Zuozhi Wang, Yicong Huang, Chen Li
Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data. CoRR (2022)
Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, X. Sean Wang
Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models. Proc. VLDB Endow. 15 (12) (2022)
Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang
Optimizing Machine Learning Inference Queries with Correlative Proxy Models. Proc. VLDB Endow. 15 (10) (2022)
Thomas Hütter, Nikolaus Augsten, Christoph M. Kirsch, Michael J. Carey, Chen Li
JEDI: These aren't the JSON documents you're looking for? SIGMOD Conference (2022)
Sadeem Alsudais, Qiushi Bai, Shuang Zhao, Chen Li
GSViz: progressive visualization of geospatial influences in social networks. SIGSPATIAL/GIS (2022)
Zuozhi Wang, Shengquan Ni, Avinash Kumar, Chen Li
Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees (Extended Version). CoRR (2022)
Xiaozhen Liu, Zuozhi Wang, Shengquan Ni, Sadeem Alsudais, Yicong Huang, Avinash Kumar, Chen Li
Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera. Proc. VLDB Endow. 15 (12) (2022)
Yawen Guo, Jun Zhu, Yicong Huang, Lu He, Changyang He, Chen Li, Kai Zheng
Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets. AMIA (2022)
Qiushi Bai, Sadeem Alsudais, Chen Li, Shuang Zhao
Rainbow: A Rendering-Aware Index for High-Quality Spatial Scatterplots with Result-Size Budgets. EGPGV@EuroVis (2022)
Qiushi Bai, Sadeem Alsudais, Chen Li
Demo of VisBooster: Accelerating Tableau Live Mode Queries Up to 100 Times Faster. EDBT/ICDT Workshops (2022)
Zuozhi Wang, Shengquan Ni, Avinash Kumar, Chen Li
Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees. Proc. VLDB Endow. 16 (2) (2022)
Lu He, Changyang He, Tera L. Reynolds, Qiushi Bai, Yicong Huang, Chen Li, Kai Zheng, Yunan Chen
Why do people oppose mask wearing? A comprehensive analysis of U.S. tweets during the COVID-19 pandemic. J. Am. Medical Informatics Assoc. 28 (7) (2021)
Taewoo Kim, Wenhai Li, Alexander Behm, Inci Cetindil, Rares Vernica, Vinayak R. Borkar, Michael J. Carey, Chen Li
Similarity query support in big data management systems. Inf. Syst. 88 (2020)
Liming Dong, Qiushi Bai, Taewoo Kim, Taiji Chen, Weidong Liu, Chen Li
Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization. SIGMOD Conference (2020)
Taewoo Kim, Alexander Behm, Michael Blow, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Murtadha Al Hubail, Shiva Jahangiri, Jianfeng Jia, Chen Li, Chen Luo, Ian Maxon, Pouria Pirzadeh
Robust and efficient memory management in Apache AsterixDB. Softw. Pract. Exp. 50 (7) (2020)
Jiaheng Lu, Chunbin Lin, Jin Wang, Chen Li
Synergy of Database Techniques and Machine Learning Models for String Similarity Search and Join. CIKM (2019)
Jongik Kim, Dong-Hoon Choi, Chen Li
Inves: Incremental Partitioning-Based Verification for Graph Similarity Search. EDBT (2019)
Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang
End-to-End Machine Learning with Apache AsterixDB. DEEM@SIGMOD (2018)
Wenhai Li, Lingfeng Deng, Yang Li, Chen Li
ZigZag: Supporting Similarity Queries on Vector Space Models. SIGMOD Conference (2018)
Niklas Stoehr, Johannes Meyer, Volker Markl, Qiushi Bai, Taewoo Kim, De-Yu Chen, Chen Li
Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media Data. IEEE BigData (2018)
Simon Su, Michael An, Vincent Perry, Jianfeng Jia, Taewoo Kim, Te-Yu Chen, Chen Li
Visually Analyzing A Billion Tweets: An Application for Collaborative Visual Analytics on Large High-Resolution Display. IEEE BigData (2018)
Taewoo Kim, Wenhai Li, Alexander Behm, Inci Cetindil, Rares Vernica, Vinayak R. Borkar, Michael J. Carey, Chen Li
Supporting Similarity Queries in Apache AsterixDB. EDBT (2018)
Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang
Enhancing Big Data with Semantics: The AsterixDB Approach (Poster). ICSC (2018)
Jianfeng Jia, Chen Li, Michael J. Carey
Drum: A rhythmic approach to interactive analytics on large data. IEEE BigData (2017)
Chen Li, Volker Markl
Erratum to: Special issue on best papers of VLDB 2015. VLDB J. 26 (1) (2017)
Taewoo Kim, Vidhyasagar Thirumaraiselvan, Jianfeng Jia, Chen Li
Caching Geospatial Objects in Web Browsers. SIGSPATIAL/GIS (2017)
Young-Seok Kim, Taewoo Kim, Michael J. Carey, Chen Li
A Comparative Study of Log-Structured Merge-Tree-Based Spatial Indexes for Big Data. ICDE (2017)
Chen Li, Volker Markl
Special issue on best papers of VLDB 2015. VLDB J. 26 (1) (2017)
Jianfeng Jia, Chen Li, Xi Zhang, Chen Li, Michael J. Carey, Simon Su
Towards interactive analytics and visualization on one billion tweets. SIGSPATIAL/GIS (2016)
Jongik Kim, Chen Li, Xiaohui Xie
Hobbes3: Dynamic generation of variable-length signatures for efficient approximate subsequence mappings. ICDE (2016)
Xiaochun Yang, Tao Qiu, Bin Wang, Baihua Zheng, Yaoshu Wang, Chen Li
Negative Factor: Improving Regular-Expression Matching in Strings. ACM Trans. Database Syst. 40 (4) (2016)
Taewoo Kim, Chen Li
RILCA: Collecting and Analyzing User-Behavior Information in Instant Search Using Relational DBMS. BIRTE (Revised Selected Papers) (2015)
Jiaheng Lu, Chunbin Lin, Wei Wang, Chen Li, Xiaokui Xiao
Boosting the Quality of Approximate String Matching by Synonyms. ACM Trans. Database Syst. 40 (3) (2015)
Chen Li, Volker Markl
Front Matter. Proc. VLDB Endow. 8 (12) (2015)
Sattam Alsubaiee, Michael J. Carey, Chen Li
LSM-Based Storage and Indexing: An Old Idea with Timely Benefits. GeoRich@SIGMOD (2015)
Chen Li, Volker Markl
Front Matter. Proc. VLDB Endow. 7 (7) (2014)
Gülfem Savrun-Yeniçeri, Wei Zhang, Huahan Zhang, Eric Seckler, Chen Li, Stefan Brunthaler, Per Larsen, Michael Franz
Efficient hosted interpreters on the JVM. ACM Trans. Archit. Code Optim. 11 (1) (2014)
Sattam Alsubaiee, Alexander Behm, Vinayak R. Borkar, Zachary Heilbron, Young-Seok Kim, Michael J. Carey, Markus Dreseler, Chen Li
Storage Management in AsterixDB. Proc. VLDB Endow. 7 (10) (2014)
Jongik Kim, Chen Li, Xiaohui Xie
Improving read mapping using additional prefix grams. BMC Bioinform. 15 (2014)
Sattam Alsubaiee, Yasser Altowim, Hotham Altwaijry, Alexander Behm, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Inci Cetindil, Madhusudan Cheelangi, Khurram Faraaz, Eugenia Gabrielova, Raman Grover, Zachary Heilbron, Young-Seok Kim, Chen Li, Guangqiang Li, Ji Mahn Ok, Nicola Onose, Pouria Pirzadeh, Vassilis J. Tsotras, Rares Vernica, Jian Wen, Till Westmann
AsterixDB: A Scalable, Open Source BDMS. Proc. VLDB Endow. 7 (14) (2014)
Sattam Alsubaiee, Yasser Altowim, Hotham Altwaijry, Alexander Behm, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Inci Cetindil, Madhusudan Cheelangi, Khurram Faraaz, Eugenia Gabrielova, Raman Grover, Zachary Heilbron, Young-Seok Kim, Chen Li, Guangqiang Li, Ji Mahn Ok, Nicola Onose, Pouria Pirzadeh, Vassilis J. Tsotras, Rares Vernica, Jian Wen, Till Westmann
AsterixDB: A Scalable, Open Source BDMS. CoRR (2014)
Chen Li, Volker Markl
Front Matter. Proc. VLDB Endow. 8 (1) (2014)
Inci Cetindil, Jamshid Esmaelnezhad, Taewoo Kim, Chen Li
Efficient instant-fuzzy search with proximity ranking. ICDE (2014)
Xiaochun Yang, Bin Wang, Tao Qiu, Yaoshu Wang, Chen Li
Improving regular-expression matching on strings using negative factors. SIGMOD Conference (2013)
Gülfem Savrun-Yeniçeri, Wei Zhang, Huahan Zhang, Chen Li, Stefan Brunthaler, Per Larsen, Michael Franz
Efficient interpreter optimizations for the JVM. PPPJ (2013)
Guoliang Li, Jianhua Feng, Chen Li
Supporting Search-As-You-Type Using SQL in Databases. IEEE Trans. Knowl. Data Eng. 25 (2) (2013)
Jiaheng Lu, Chunbin Lin, Wei Wang, Chen Li, Haiyong Wang
String similarity measures and joins with synonyms. SIGMOD Conference (2013)
Xiaochun Yang, Bin Wang, Chen Li, Jiaying Wang, Xiaohui Xie
Efficient direct search on compressed genomic data. ICDE (2013)
Chen Li, Sharad Mehrotra, Liang Jin
Record Linkage: A 10-Year Retrospective. DASFAA (1) (2013)
Vinayak R. Borkar, Michael J. Carey, Chen Li
Big data platforms: what's next? XRDS 19 (1) (2012)
Inci Cetindil, Jamshid Esmaelnezhad, Chen Li, David Newman
Analysis of Instant Search Query Logs. WebDB (2012)
Ramzi Nasr, Rares Vernica, Chen Li, Pierre Baldi
Speeding Up Chemical Searches Using the Inverted Index: The Convergence of Chemoinformatics and Text Search Methods. J. Chem. Inf. Model. 52 (4) (2012)
Vinayak R. Borkar, Michael J. Carey, Chen Li
Inside "Big Data management": ogres, onions, or parfaits? EDBT (2012)
Sattam Alsubaiee, Yasser Altowim, Hotham Altwaijry, Alexander Behm, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Raman Grover, Zachary Heilbron, Young-Seok Kim, Chen Li, Nicola Onose, Pouria Pirzadeh, Rares Vernica, Jian Wen
ASTERIX: An Open Source System for "Big Data" Management and Analysis. Proc. VLDB Endow. 5 (12) (2012)
Guoliang Li, Jiannan Wang, Chen Li, Jianhua Feng
Supporting efficient top-k queries in type-ahead search. SIGIR (2012)
Ali Khodaei, Cyrus Shahabi, Chen Li
SKIF-P: a point-based indexing and ranking of web documents for spatial-keyword search. GeoInformatica 16 (3) (2012)
Alexander Behm, Chen Li, Michael J. Carey
Answering approximate string queries on large data sets using external memory. ICDE (2011)
Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng
Efficient fuzzy full-text type-ahead search. VLDB J. 20 (4) (2011)
Yabin Zheng, Chen Li, Maosong Sun
CHIME: An Efficient Error-Tolerant Chinese Pinyin Input Method. IJCAI (2011)
Alexander Behm, Vinayak R. Borkar, Michael J. Carey, Raman Grover, Chen Li, Nicola Onose, Rares Vernica, Alin Deutsch, Yannis Papakonstantinou, Vassilis J. Tsotras
ASTERIX: towards a scalable, semistructured data platform for evolving-world models. Distributed Parallel Databases 29 (3) (2011)
Heri Ramampiaro, Chen Li
Supporting BioMedical Information Retrieval: The BioTracer Approach. Trans. Large Scale Data Knowl. Centered Syst. 4 (2011)
Shengyue Ji, Chen Li
Location-Based Instant Search. SSDBM (2011)
Chen Li
The Flamingo Software Package on Approximate String Queries. DASFAA Workshops (2011)
Ali Khodaei, Cyrus Shahabi, Chen Li
Hybrid Indexing and Seamless Ranking of Spatial and Textual Features of Web Documents. DEXA (1) (2010)
Chen Li, Guoliang Li
Search-As-You-Type: Opportunities and Challenges. IEEE Data Eng. Bull. 33 (1) (2010)
Guoliang Li, Shengyue Ji, Chen Li, Jiannan Wang, Jianhua Feng
Efficient fuzzy type-ahead search in TASTIER. ICDE (2010)
Sattam Alsubaiee, Chen Li
Fuzzy Keyword Search on Spatial Data. DASFAA (2) (2010)
Jiannan Wang, Inci Cetindil, Shengyue Ji, Chen Li, Xiaohui Xie, Guoliang Li, Jianhua Feng
Interactive and fuzzy search: a dynamic way to explore MEDLINE. Bioinform. 26 (18) (2010)
Hao Wu, Guoliang Li, Chen Li, Lizhu Zhou
Seaform: Search-As-You-Type in Forms. Proc. VLDB Endow. 3 (2) (2010)
Sattam Alsubaiee, Alexander Behm, Chen Li
Supporting location-based approximate-keyword queries. GIS (2010)
Rares Vernica, Michael J. Carey, Chen Li
Efficient parallel set-similarity joins using MapReduce. SIGMOD Conference (2010)
Guoliang Li, Chen Li, Jianhua Feng, Lizhu Zhou
SAIL: Structure-aware indexing for effective and progressive top-k keyword search over XML documents. Inf. Sci. 179 (21) (2009)
Michal Shmueli-Scheuer, Chen Li, Yosi Mass, Haggai Roitman, Ralf Schenkel, Gerhard Weikum
Best-Effort Top-k Query Processing Under Budgetary Constraints. ICDE (2009)
Rares Vernica, Chen Li
Efficient top-k algorithms for fuzzy search in string collections. KEYS (2009)
Scott Christley, Yiming Lu, Chen Li, Xiaohui Xie
Human genomes as email attachments. Bioinform. 25 (2) (2009)
Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng
Efficient type-ahead search on relational data: a TASTIER approach. SIGMOD Conference (2009)
Marios Hadjieleftheriou, Chen Li
Efficient Approximate Search on String Collections. Proc. VLDB Endow. 2 (2) (2009)
Shengyue Ji, Guoliang Li, Chen Li, Jianhua Feng
Efficient interactive fuzzy keyword search. WWW (2009)
Alexander Behm, Shengyue Ji, Chen Li, Jiaheng Lu
Space-Constrained Gram-Based Indexing for Efficient Approximate String Search. ICDE (2009)
Foto N. Afrati, Paraskevas V. Lekeas, Chen Li
Adaptive-sampling algorithms for answering aggregation queries on Web sites. Data Knowl. Eng. 64 (2) (2008)
Chen Li, Jiaheng Lu, Yiming Lu
Efficient Merging and Filtering Algorithms for Approximate String Searches. ICDE (2008)
Foto N. Afrati, Chen Li, Vassia Pavlaki
Data exchange in the presence of arithmetic comparisons. EDBT (2008)
Foto N. Afrati, Chen Li, Vassia Pavlaki
Data exchange: query answering for incomplete data sources. Infoscale (2008)
Liang Jin, Chen Li, Rares Vernica
SEPIA: estimating selectivities of approximate string predicates in large Databases. VLDB J. 17 (5) (2008)
Xiaochun Yang, Bin Wang, Chen Li
Cost-based variable-length-gram selection for string collections to support approximate queries efficiently. SIGMOD Conference (2008)
Houtan Shirani-Mehr, Chen Li, Gang Liang, Michal Shmueli-Scheuer
Quality-Aware Retrieval of Data Objects from Autonomous Sources for Web-Based Repositories. ICDE (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chen Li