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Jiannan Wang 0001
Person information
- affiliation: Simon Fraser University
Other persons with the same name
- Jiannan Wang — disambiguation page
- Jiannan Wang 0002
— Purdue University, West Lafayette, USA (and 1 more)
- Jiannan Wang 0003 — Beihang University, Beijing, China (and 1 more)
- Jiannan Wang 0004 — Beijing Institute of Technology, Beijing, China
- Jiannan Wang 0005 — Nankai University, Tianjin, China
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2020 – today
- 2024
- [c35]Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang:
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. EDBT 2024: 129-142 - [c34]Danrui Qi, Weiling Zheng, Jiannan Wang:
FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables. ICDE 2024: 1805-1818 - [i20]Danrui Qi, Weiling Zheng, Jiannan Wang:
FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables. CoRR abs/2403.06367 (2024) - [i19]Danrui Qi, Jiannan Wang:
CleanAgent: Automating Data Standardization with LLM-based Agents. CoRR abs/2403.08291 (2024) - 2023
- [j23]Weiyuan Wu, Pei Wang, Yi Xie, Yejia Liu, George Chow, Jiannan Wang:
Web Connector: A Unified API Wrapper to Simplify Web Data Collection. Proc. VLDB Endow. 16(12): 4042-4045 (2023) - [e1]Rajesh Bordawekar, Cinzia Cappiello, Vasilis Efthymiou, Lisa Ehrlinger, Vijay Gadepally, Sainyam Galhotra, Sandra Geisler, Sven Groppe, Le Gruenwald, Alon Y. Halevy, Hazar Harmouch, Oktie Hassanzadeh, Ihab F. Ilyas, Ernesto Jiménez-Ruiz, Sanjay Krishnan, Tirthankar Lahiri, Guoliang Li, Jiaheng Lu, Wolfgang Mauerer, Umar Farooq Minhas, Felix Naumann, M. Tamer Özsu, El Kindi Rezig, Kavitha Srinivas, Michael Stonebraker, Satyanarayana R. Valluri, Maria-Esther Vidal, Haixun Wang, Jiannan Wang, Yingjun Wu, Xun Xue, Mohamed Zaït, Kai Zeng:
Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28 - September 1, 2023. CEUR Workshop Proceedings 3462, CEUR-WS.org 2023 [contents] - [i18]Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang:
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. CoRR abs/2310.02540 (2023) - 2022
- [j22]Jinglin Peng, Weiyuan Wu, Jing Nathan Yan, Danrui Qi, Jeffrey M. Rzeszotarski, Jiannan Wang:
User Interfaces for Exploratory Data Analysis: A Survey of Open-Source and Commercial Tools. IEEE Data Eng. Bull. 45(3): 116-128 (2022) - [j21]Xiaoying Wang, Weiyuan Wu, Jinze Wu, Yizhou Chen, Nick Zrymiak, Changbo Qu, Lampros Flokas, George Chow, Jiannan Wang, Tianzheng Wang, Eugene Wu, Qingqing Zhou:
ConnectorX: Accelerating Data Loading From Databases to Dataframes. Proc. VLDB Endow. 15(11): 2994-3003 (2022) - [c33]Lampros Flokas, Weiyuan Wu, Jiannan Wang, Nakul Verma, Eugene Wu:
How I stopped worrying about training data bugs and started complaining. DEEM@SIGMOD 2022: 1:1-1:5 - [c32]Lampros Flokas, Weiyuan Wu, Yejia Liu, Jiannan Wang, Nakul Verma, Eugene Wu:
Complaint-Driven Training Data Debugging at Interactive Speeds. SIGMOD Conference 2022: 369-383 - [c31]Jinglin Peng, Bolin Ding, Jiannan Wang, Kai Zeng, Jingren Zhou:
One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees. SIGMOD Conference 2022: 531-544 - 2021
- [j20]Xiaoying Wang, Changbo Qu, Weiyuan Wu, Jiannan Wang, Qingqing Zhou:
Are We Ready For Learned Cardinality Estimation? Proc. VLDB Endow. 14(9): 1640-1654 (2021) - [j19]Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu:
Explaining Inference Queries with Bayesian Optimization. Proc. VLDB Endow. 14(11): 2576-2585 (2021) - [j18]Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu:
Enabling SQL-based Training Data Debugging for Federated Learning. Proc. VLDB Endow. 15(3): 388-400 (2021) - [c30]Pei Wang, Weiling Zheng, Jiannan Wang, Jian Pei
Automating Entity Matching Model Development. ICDE 2021: 1296-1307 - [c29]Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. SIGMOD Conference 2021: 2271-2280 - [i17]Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu:
Explaining Inference Queries with Bayesian Optimization. CoRR abs/2102.05308 (2021) - [i16]Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian, Jing Nathan Yan, Linghao Xu, Zhixuan Chi, Jeffrey M. Rzeszotarski, Jiannan Wang:
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. CoRR abs/2104.00841 (2021) - [i15]Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu:
Enabling SQL-based Training Data Debugging for Federated Learning. CoRR abs/2108.11884 (2021) - 2020
- [j17]Liang Zhao, Qingcan Li, Pei Wang, Jiannan Wang, Eugene Wu:
ActiveDeeper: A Model-based Active Data Enrichment System. Proc. VLDB Endow. 13(12): 2885-2888 (2020) - [c28]Ruochen Jiang, Changbo Qu, Jiannan Wang, Chi Wang, Yudian Zheng:
Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach. ICDE 2020: 1810-1813 - [c27]Jing Nathan Yan, Oliver Schulte, Mohan Zhang, Jiannan Wang, Reynold Cheng
SCODED: Statistical Constraint Oriented Data Error Detection. SIGMOD Conference 2020: 845-860 - [c26]Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang:
Complaint-driven Training Data Debugging for Query 2.0. SIGMOD Conference 2020: 1317-1334 - [i14]Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang:
Complaint-driven Training Data Debugging for Query 2.0. CoRR abs/2004.05722 (2020) - [i13]Xiaoying Wang, Changbo Qu, Weiyuan Wu, Jiannan Wang, Qingqing Zhou:
Are We Ready For Learned Cardinality Estimation? CoRR abs/2012.06743 (2020)
2010 – 2019
- 2019
- [c25]Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng:
Crowdsourcing Database Systems: Overview and Challenges. ICDE 2019: 2052-2055 - [c24]Pei Wang, Ryan Shea, Jiannan Wang, Eugene Wu:
Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment. SIGMOD Conference 2019: 229-246 - [i12]Jing Nathan Yan, Oliver Schulte, Jiannan Wang, Reynold Cheng:
Detecting Data Errors with Statistical Constraints. CoRR abs/1902.09711 (2019) - [i11]Ruochen Jiang, Changbo Qu, Jiannan Wang, Chi Wang, Yudian Zheng:
Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach. CoRR abs/1910.12201 (2019) - 2018
- [j16]Mohamad Dolatshah, Mathew Teoh, Jiannan Wang, Jian Pei
Cleaning Crowdsourced Labels Using Oracles For Statistical Classification. Proc. VLDB Endow. 12(4): 376-389 (2018) - [c23]Jinglin Peng, Dongxiang Zhang, Jiannan Wang, Jian Pei
AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics. SIGMOD Conference 2018: 1477-1492 - [c22]Pei Wang, Yongjun He, Ryan Shea, Jiannan Wang, Eugene Wu:
Deeper: A Data Enrichment System Powered by Deep Web. SIGMOD Conference 2018: 1801-1804 - [i10]Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng:
Crowd-Powered Data Mining. CoRR abs/1806.04968 (2018) - 2017
- [j15]Jiannan Wang, Nan Tang:
Dependable Data Repairing with Fixing Rules. ACM J. Data Inf. Qual. 8(3-4): 16:1-16:34 (2017) - [c21]Guoliang Li, Jiannan Wang, Yudian Zheng, Michael J. Franklin:
Crowdsourced Data Management: A Survey. ICDE 2017: 39-40 - [c20]Chuancong Gao, Jian Pei
Schemaless Join for Result Set Preferences. IRI 2017: 569-578 - [c19]Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng
Crowdsourced Data Management: Overview and Challenges. SIGMOD Conference 2017: 1711-1716 - [c18]Chuancong Gao
Preference-driven similarity join. WI 2017: 97-105 - [i9]Hamed Nilforoshan, Jiannan Wang, Eugene Wu:
PreCog: Improving Crowdsourced Data Quality Before Acquisition. CoRR abs/1704.02384 (2017) - [i8]Chuancong Gao, Jiannan Wang, Jian Pei, Rui Li, Yi Chang:
Preference-driven Similarity Join. CoRR abs/1706.04266 (2017) - 2016
- [j14]Sanjay Krishnan, Jiannan Wang, Eugene Wu, Michael J. Franklin, Ken Goldberg:
ActiveClean: Interactive Data Cleaning For Statistical Modeling. Proc. VLDB Endow. 9(12): 948-959 (2016) - [j13]Liwen Sun, Michael J. Franklin, Jiannan Wang, Eugene Wu:
Skipping-oriented Partitioning for Columnar Layouts. Proc. VLDB Endow. 10(4): 421-432 (2016) - [j12]Guoliang Li
Crowdsourced Data Management: A Survey. IEEE Trans. Knowl. Data Eng. 28(9): 2296-2319 (2016) - [c17]Lingyang Chu, Zhefeng Wang, Jian Pei
Finding Gangs in War from Signed Networks. KDD 2016: 1505-1514 - [c16]Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska:
PrivateClean: Data Cleaning and Differential Privacy. SIGMOD Conference 2016: 937-951 - [c15]Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Jiannan Wang, Eugene Wu:
ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning. SIGMOD Conference 2016: 2117-2120 - [c14]Xu Chu, Ihab F. Ilyas, Sanjay Krishnan, Jiannan Wang:
Data Cleaning: Overview and Emerging Challenges. SIGMOD Conference 2016: 2201-2206 - [i7]Sanjay Krishnan, Jiannan Wang, Eugene Wu, Michael J. Franklin, Ken Goldberg:
ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models. CoRR abs/1601.03797 (2016) - 2015
- [j11]Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska, Tova Milo, Eugene Wu:
SampleClean: Fast and Reliable Analytics on Dirty Data. IEEE Data Eng. Bull. 38(3): 59-75 (2015) - [j10]Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska:
Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views. Proc. VLDB Endow. 8(12): 1370-1381 (2015) - [j9]Daniel Haas, Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Eugene Wu:
Wisteria: Nurturing Scalable Data Cleaning Infrastructure. Proc. VLDB Endow. 8(12): 2004-2007 (2015) - [j8]Daniel Haas, Jiannan Wang, Eugene Wu, Michael J. Franklin:
CLAMShell: Speeding up Crowds for Low-latency Data Labeling. Proc. VLDB Endow. 9(4): 372-383 (2015) - [c13]Yudian Zheng, Jiannan Wang, Guoliang Li, Reynold Cheng
QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications. SIGMOD Conference 2015: 1031-1046 - [i6]Daniel Haas, Jiannan Wang, Eugene Wu, Michael J. Franklin:
CLAMShell: Speeding up Crowds for Low-latency Data Labeling. CoRR abs/1509.05969 (2015) - [i5]Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska:
Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views. CoRR abs/1509.07454 (2015) - 2014
- [j7]Jiannan Wang, Guoliang Li, Jianhua Feng:
Extending string similarity join to tolerant fuzzy token matching. ACM Trans. Database Syst. 39(1): 7:1-7:45 (2014) - [c12]Jeffrey Mahler, Sanjay Krishnan, Michael Laskey, Siddarth Sen, Adithyavairavan Murali, Ben Kehoe, Sachin Patil, Jiannan Wang, Mike Franklin, Pieter Abbeel, Kenneth Y. Goldberg
Learning accurate kinematic control of cable-driven surgical robots using data cleaning and Gaussian Process Regression. CASE 2014: 532-539 - [c11]Dong Deng, Guoliang Li, Shuang Hao
MassJoin: A mapreduce-based method for scalable string similarity joins. ICDE 2014: 340-351 - [c10]Jiannan Wang, Nan Tang:
Towards dependable data repairing with fixing rules. SIGMOD Conference 2014: 457-468 - [c9]Jiannan Wang, Sanjay Krishnan, Michael J. Franklin, Ken Goldberg
A sample-and-clean framework for fast and accurate query processing on dirty data. SIGMOD Conference 2014: 469-480 - [i4]Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng:
Leveraging Transitive Relations for Crowdsourced Joins. CoRR abs/1408.6916 (2014) - [i3]Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng:
The Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution. CoRR abs/1409.7472 (2014) - 2013
- [c8]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 - [c7]Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng:
Leveraging transitive relations for crowdsourced joins. SIGMOD Conference 2013: 229-240 - 2012
- [j6]Jiannan Wang, Tim Kraska, Michael J. Franklin, Jianhua Feng:
CrowdER: Crowdsourcing Entity Resolution. Proc. VLDB Endow. 5(11): 1483-1494 (2012) - [j5]Jianhua Feng, Jiannan Wang, Guoliang Li:
Trie-join: a trie-based method for efficient string similarity joins. VLDB J. 21(4): 437-461 (2012) - [c6]Guoliang Li, Jiannan Wang, Chen Li, Jianhua Feng:
Supporting efficient top-k queries in type-ahead search. SIGIR 2012: 355-364 - [c5]Jiannan Wang, Guoliang Li, Jianhua Feng:
Can we beat the prefix filtering?: an adaptive framework for similarity join and search. SIGMOD Conference 2012: 85-96 - [i2]Jiannan Wang, Tim Kraska, Michael J. Franklin, Jianhua Feng:
CrowdER: Crowdsourcing Entity Resolution. CoRR abs/1208.1927 (2012) - 2011
- [j4]Jiannan Wang, Guoliang Li, Jeffrey Xu Yu, Jianhua Feng:
Entity Matching: How Similar Is Similar. Proc. VLDB Endow. 4(10): 622-633 (2011) - [j3]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) - [c4]Guoliang Li, Ju Fan, Hao Wu, Jiannan Wang, Jianhua Feng:
DBease: Making Databases User-Friendly and Easily Accessible. CIDR 2011: 45-56 - [c3]Jiannan Wang, Guoliang Li, Jianhua Feng:
Fast-join: An efficient method for fuzzy token matching based string similarity join. ICDE 2011: 458-469 - [i1]Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng:
PASS-JOIN: A Partition-based Method for Similarity Joins. CoRR abs/1111.7171 (2011) - 2010
- [j2]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): 2321-2327 (2010) - [j1]Jiannan Wang, Guoliang Li, Jianhua Feng:
Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints. Proc. VLDB Endow. 3(1): 1219-1230 (2010) - [c2]Guoliang Li, Shengyue Ji, Chen Li, Jiannan Wang, Jianhua Feng:
Efficient fuzzy type-ahead search in TASTIER. ICDE 2010: 1105-1108
2000 – 2009
- 2009
- [c1]Jiannan Wang, Guoliang Li, Jianhua Feng:
Automatic URL completion and prediction using fuzzy type-ahead search. SIGIR 2009: 634-635
Coauthor Index
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last updated on 2024-10-16 20:27 CEST by the dblp team
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