Jiannan Wang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 61

Top Topics

Similarity Join

Cardinality Estimation

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Jiannan Wang, Jiarui Fang, Aoyu Li, PengCheng Yang
PipeFusion: Displaced Patch Pipeline Parallelism for Inference of Diffusion Transformer Models. CoRR (2024)
Jingtao Ma, Xiang-Gen Xia, Jiannan Wang, Haihong Tao, Guisheng Liao, Penghui Huang
An Efficient Refocusing Method for Ground Moving Targets in Multichannel SAR Imagery. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. EDBT (2024)
Danning Xie, Jiannan Wang, Hung Viet Pham, Lin Tan, Yu Guo, Adnan Aziz, Erik Meijer
CEDAR: Continuous Testing of Deep Learning Libraries. SANER (2024)
Jiannan Wang, Penghui Huang, Jingtao Ma, Xiang-Gen Xia, Muyang Zhan, Xingzhao Liu
A Novel ISAR Imaging Approach for Moving Targets Utilizing Joint Particle Swarm Optimization and Time Polynomial Rescaling-Nonuniform FFT. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Jiannan Wang, Shaoning Zhang, Bo Liu, Lezhu Zhang
Decision Making with the Use of Digital Inclusive Financial Systems by New Agricultural Management Entities in Guangdong Province, China: A Unified Theory of Acceptance and Use of Technology-Based Structural Equation Modeling Analysis. Syst. 11 (10) (2023)
Lampros Flokas, Weiyuan Wu, Yejia Liu, Jiannan Wang, Nakul Verma, Eugene Wu
Complaint-Driven Training Data Debugging at Interactive Speeds. SIGMOD Conference (2022)
Chunyang Zhang, Dianjun Gong, Qing Gao, Wei Chen, Jiannan Wang
A fuzzy integral sliding-mode parallel control approach for nonlinear descriptor systems. Inf. Sci. 615 (2022)
Jiannan Wang, Thibaud Lutellier, Shangshu Qian, Hung Viet Pham, Lin Tan
EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries. ICSE (2022)
Lampros Flokas, Weiyuan Wu, Jiannan Wang, Nakul Verma, Eugene Wu
How I stopped worrying about training data bugs and started complaining. DEEM@SIGMOD (2022)
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) (2022)
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) (2022)
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)
Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu
Explaining Inference Queries with Bayesian Optimization. CoRR (2021)
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. SIGMOD Conference (2021)
Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu
Enabling SQL-based Training Data Debugging for Federated Learning. Proc. VLDB Endow. 15 (3) (2021)
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 (2021)
Pei Wang, Weiling Zheng, Jiannan Wang, Jian Pei
Automating Entity Matching Model Development. ICDE (2021)
Xiaoying Wang, Changbo Qu, Weiyuan Wu, Jiannan Wang, Qingqing Zhou
Are We Ready For Learned Cardinality Estimation? Proc. VLDB Endow. 14 (9) (2021)
Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu
Explaining Inference Queries with Bayesian Optimization. Proc. VLDB Endow. 14 (11) (2021)
Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu
Enabling SQL-based Training Data Debugging for Federated Learning. CoRR (2021)
Liang Zhao, Qingcan Li, Pei Wang, Jiannan Wang, Eugene Wu
ActiveDeeper: A Model-based Active Data Enrichment System. Proc. VLDB Endow. 13 (12) (2020)
Sen Pei, Jiannan Wang, Flaviano Morone, Hernán A. Makse
Influencer identification in dynamical complex systems. J. Complex Networks 8 (2) (2020)
Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang
Complaint-driven Training Data Debugging for Query 2.0. SIGMOD Conference (2020)
Ruochen Jiang, Changbo Qu, Jiannan Wang, Chi Wang, Yudian Zheng
Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach. ICDE (2020)
Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang
Complaint-driven Training Data Debugging for Query 2.0. CoRR (2020)
Hung Viet Pham, Shangshu Qian, Jiannan Wang, Thibaud Lutellier, Jonathan Rosenthal, Lin Tan, Yaoliang Yu, Nachiappan Nagappan
Problems and Opportunities in Training Deep Learning Software Systems: An Analysis of Variance. ASE (2020)
Jing Nathan Yan, Oliver Schulte, Mohan Zhang, Jiannan Wang, Reynold Cheng
SCODED: Statistical Constraint Oriented Data Error Detection. SIGMOD Conference (2020)
Xiaoying Wang, Changbo Qu, Weiyuan Wu, Jiannan Wang, Qingqing Zhou
Are We Ready For Learned Cardinality Estimation? CoRR (2020)
Zeju Li, Han Li, Hu Han, Gonglei Shi, Jiannan Wang, Shaohua Kevin Zhou
Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition. MICCAI (6) (2019)
Ruochen Jiang, Changbo Qu, Jiannan Wang, Chi Wang, Yudian Zheng
Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach. CoRR (2019)
Xiangnan Feng, Wei Wei, Jiannan Wang, Xue Liu, Zhiming Zheng
Hierarchical Decomposition Mechanism by König-Egérvary Layer-Subgraph with Application on Vertex-Cover. CoRR (2019)
Xiang Ling, Shouling Ji, Jiaxu Zou, Jiannan Wang, Chunming Wu, Bo Li, Ting Wang
DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model. IEEE Symposium on Security and Privacy (2019)
Zeju Li, Han Li, Hu Han, Gonglei Shi, Jiannan Wang, Shaohua Kevin Zhou
Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition. CoRR (2019)
Jiannan Wang, Hongbin Ma, Baokui Li
3-D Dimension Measurement of Workpiece Based on Binocular Vision. ICIRA (2) (2019)
Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng
Crowdsourcing Database Systems: Overview and Challenges. ICDE (2019)
Jing Nathan Yan, Oliver Schulte, Jiannan Wang, Reynold Cheng
Detecting Data Errors with Statistical Constraints. CoRR (2019)
Pei Wang, Ryan Shea, Jiannan Wang, Eugene Wu
Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment. SIGMOD Conference (2019)
Sen Pei, Jiannan Wang, Flaviano Morone, Hernán A. Makse
Influencer identification in dynamical complex systems. CoRR (2019)
Pei Wang, Yongjun He, Ryan Shea, Jiannan Wang, Eugene Wu
Deeper: A Data Enrichment System Powered by Deep Web. SIGMOD Conference (2018)
Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng
Crowd-Powered Data Mining. CoRR (2018)
Jinglin Peng, Dongxiang Zhang, Jiannan Wang, Jian Pei
AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics. SIGMOD Conference (2018)
Mohamad Dolatshah, Mathew Teoh, Jiannan Wang, Jian Pei
Cleaning Crowdsourced Labels Using Oracles For Statistical Classification. Proc. VLDB Endow. 12 (4) (2018)
Hamed Nilforoshan, Jiannan Wang, Eugene Wu
PreCog: Improving Crowdsourced Data Quality Before Acquisition. CoRR (2017)
Chuancong Gao, Jian Pei, Jiannan Wang, Yi Chang
Schemaless Join for Result Set Preferences. IRI (2017)
Jiannan Wang
Reprowd: Crowdsourced Data Processing Made Reproducible. CIDR (2017)
Chuancong Gao, Jiannan Wang, Jian Pei, Rui Li, Yi Chang
Preference-driven Similarity Join. CoRR (2017)
Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng
Crowdsourced Data Management: Overview and Challenges. SIGMOD Conference (2017)
Chuancong Gao, Jiannan Wang, Jian Pei, Rui Li, Yi Chang
Preference-driven similarity join. WI (2017)
Jiannan Wang, Nan Tang
Dependable Data Repairing with Fixing Rules. ACM J. Data Inf. Qual. 8 (3-4) (2017)
Guoliang Li, Jiannan Wang, Yudian Zheng, Michael J. Franklin
Crowdsourced Data Management: A Survey. ICDE (2017)
Xiangnan Feng, Wei Wei, Jiannan Wang, Zhiming Zheng
Research on Centralities Based on von Neumann Entropy for Nodes and Motifs. CoRR (2017)
Ruochen Jiang, Jiannan Wang
Reprowd: Crowdsourced Data Processing Made Reproducible. CoRR (2016)
Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Jiannan Wang, Eugene Wu
ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning. SIGMOD Conference (2016)
Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska
PrivateClean: Data Cleaning and Differential Privacy. SIGMOD Conference (2016)
Guoliang Li, Jiannan Wang, Yudian Zheng, Michael J. Franklin
Crowdsourced Data Management: A Survey. IEEE Trans. Knowl. Data Eng. 28 (9) (2016)
Lingyang Chu, Zhefeng Wang, Jian Pei, Jiannan Wang, Zijin Zhao, Enhong Chen
Finding Gangs in War from Signed Networks. KDD (2016)
Sanjay Krishnan, Jiannan Wang, Eugene Wu, Michael J. Franklin, Ken Goldberg
ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models. CoRR (2016)
Xu Chu, Ihab F. Ilyas, Sanjay Krishnan, Jiannan Wang
Data Cleaning: Overview and Emerging Challenges. SIGMOD Conference (2016)
Sanjay Krishnan, Jiannan Wang, Eugene Wu, Michael J. Franklin, Ken Goldberg
ActiveClean: Interactive Data Cleaning For Statistical Modeling. Proc. VLDB Endow. 9 (12) (2016)
Liwen Sun, Michael J. Franklin, Jiannan Wang, Eugene Wu
Skipping-oriented Partitioning for Columnar Layouts. Proc. VLDB Endow. 10 (4) (2016)
Yudian Zheng, Jiannan Wang, Guoliang Li, Reynold Cheng, Jianhua Feng
QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications. SIGMOD Conference (2015)
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) (2015)
Daniel Haas, Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Eugene Wu
Wisteria: Nurturing Scalable Data Cleaning Infrastructure. Proc. VLDB Endow. 8 (12) (2015)
Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska
Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views. CoRR (2015)
Daniel Haas, Jiannan Wang, Eugene Wu, Michael J. Franklin
CLAMShell: Speeding up Crowds for Low-latency Data Labeling. Proc. VLDB Endow. 9 (4) (2015)
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) (2015)
Daniel Haas, Jiannan Wang, Eugene Wu, Michael J. Franklin
CLAMShell: Speeding up Crowds for Low-latency Data Labeling. CoRR (2015)
Dong Deng, Guoliang Li, Shuang Hao, Jiannan Wang, Jianhua Feng
MassJoin: A mapreduce-based method for scalable string similarity joins. ICDE (2014)
Jiannan Wang, Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Tim Kraska, Tova Milo
A sample-and-clean framework for fast and accurate query processing on dirty data. SIGMOD Conference (2014)
Jiannan Wang, Guoliang Li, Jianhua Feng
Extending string similarity join to tolerant fuzzy token matching. ACM Trans. Database Syst. 39 (1) (2014)
Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng
The Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution. CoRR (2014)
Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng
Leveraging Transitive Relations for Crowdsourced Joins. CoRR (2014)
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)
Jiannan Wang, Nan Tang
Towards dependable data repairing with fixing rules. SIGMOD Conference (2014)
Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng
Leveraging transitive relations for crowdsourced joins. SIGMOD Conference (2013)
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)
Jiannan Wang, Reynold Xin
Improving Data Management Applications Using Microtask Platforms. Tiny Trans. Comput. Sci. 1 (2012)
Jiannan Wang, Guoliang Li, Jianhua Feng
Can we beat the prefix filtering?: an adaptive framework for similarity join and search. SIGMOD Conference (2012)
Jiannan Wang, Tim Kraska, Michael J. Franklin, Jianhua Feng
CrowdER: Crowdsourcing Entity Resolution. Proc. VLDB Endow. 5 (11) (2012)
Jiannan Wang, Tim Kraska, Michael J. Franklin, Jianhua Feng
CrowdER: Crowdsourcing Entity Resolution CoRR (2012)
Guoliang Li, Jiannan Wang, Chen Li, Jianhua Feng
Supporting efficient top-k queries in type-ahead search. SIGIR (2012)
Jianhua Feng, Jiannan Wang, Guoliang Li
Trie-join: a trie-based method for efficient string similarity joins. VLDB J. 21 (4) (2012)
Jiannan Wang, Guoliang Li, Jeffrey Xu Yu, Jianhua Feng
Entity Matching: How Similar Is Similar. Proc. VLDB Endow. 4 (10) (2011)
Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng
PASS-JOIN: A Partition-based Method for Similarity Joins CoRR (2011)
Guoliang Li, Ju Fan, Hao Wu, Jiannan Wang, Jianhua Feng
DBease: Making Databases User-Friendly and Easily Accessible. CIDR (2011)
Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng
PASS-JOIN: A Partition-based Method for Similarity Joins. Proc. VLDB Endow. 5 (3) (2011)
Jiannan Wang, Guoliang Li, Jianhua Feng
Fast-join: An efficient method for fuzzy token matching based string similarity join. ICDE (2011)
Linlin Lv, Yanqiong Wei, Jiannan Wang, Mingzhong Li, Huijing Zhao, Guiyang Liu, Qiang Lv
Preparation and physical properties of antheraea yamamai/Bombyx mori silk fibroin blending film. BMEI (2011)
Guoliang Li, Shengyue Ji, Chen Li, Jiannan Wang, Jianhua Feng
Efficient fuzzy type-ahead search in TASTIER. ICDE (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)
Jiannan Wang, Guoliang Li, Jianhua Feng
Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints. Proc. VLDB Endow. 3 (1) (2010)
Jiannan Wang, Guoliang Li, Jianhua Feng
Automatic URL completion and prediction using fuzzy type-ahead search. SIGIR (2009)