|
Yuyu Luo, Yihui Zhou, Nan Tang, Guoliang Li, Chengliang Chai, Leixian Shen.
Learned Data-aware Image Representations of Line Charts for Similarity Search. SIGMOD 2023.
New
Pdf
|
|
Xuanhe Zhou, Guoliang Li, Jianhua Feng, Luyang Liu, Guo Wei.
Grep: A Graph Learning Based Database Partitioning System. SIGMOD 2023.
New
Pdf
|
|
Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Guoliang Li.
GoodCore: Coreset Selection over Incomplete Data for Data-effective and Data-efficient Machine Learning. SIGMOD 2023.
New
Pdf
|
|
Sibei Chen, Nan Tang, Ju Fan, Xuemi Yan, Chengliang Chai, Guoliang Li, Xiaoyong Du.
HybridPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation. SIGMOD 2023.
New
Pdf
|
|
Weixing Zhou, Qi Peng, Zijie Zhang, Yanfeng Zhang, Yang Ren, Sihao Li, Guo Fu, Guoliang Li, Ge Yu.
GeoGauss: Strongly Consistent Coordinator-Free OLTP for Geo-Replicated SQL Database. SIGMOD 2023.
New
Pdf
|
|
Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Guoliang Li, Xiaoyong Du.
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration. SIGMOD 2023.
New
Pdf
|
|
Xuanhe Zhou, Cheng Chen, Kunyi Li, Bingsheng He, Mian Lu, Guoliang Li.
FEBench: A Benchmark for Real-Time Relational Data Feature Extraction. VLDB 2023.
New
Pdf
|
|
Zhaoyan Sun, Xuanhe Zhou, Guoliang Li.
Learned Index: A Comprehensive Experimental Evaluation. VLDB 2023.
New
Pdf
|
|
Haitao Yuan, Guoliang Li, Zhifeng Bao.
Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity. VLDB 2023.
New
Pdf
|
|
Yong Wang, Guoliang Li, Kaiyu Li, Haitao Yuan.
A Deep Generative Model for Trajectory Modeling and Utilization. VLDB 2023.
New
Pdf
|
|
Xiang Yu, Chengliang Chai, Guoliang Li, Jiabin Liu.
Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection. VLDB 2023.
New
Pdf
|
|
Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, Guoliang Li.
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning. VLDB 2023.
New
Pdf
|
|
Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen.
DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads. ICDE 2023.
New
Pdf
|
|
Yue Han, Chengliang Chai, Jiabin Liu, Guoliang Li, Chuangxian Wei, Chaoqun Zhan.
Dynamic Materialized View Management using Graph Neural Network. ICDE 2023.
New
Pdf
|
|
Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai.
AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation. ICDE 2023.
New
Pdf
|
|
Guoliang Li, Chao Zhang.
HTAP Databases: What is New and What is Next. SIGMOD 2022.
New
Pdf
Slides
|
|
Lixi Zhang, Chengliang Chai, Xuanhe Zhou, Guoliang Li.
LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning. SIGMOD 2022.
New
Pdf
|
|
Sainan Li, Qilei Yin, Guoliang Li, Qi Li, Zhuotao Li, Jinwei Zhu.
Unsupervised Contextual Anomaly Detection for Database Systems. SIGMOD 2022.
New
Pdf
|
|
Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du.
Adaptation for Deep Entity Resolution: A Design Space Exploration. SIGMOD 2022.
New
Pdf
|
|
Guoliang Li, Haowen Dong, Chao Zhang.
Cloud Databases: New Techniques, Challenges, and Opportunities. VLDB 2022.
New
Pdf
Slides
|
|
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li.
FACE: A Normalizing Flow based Cardinality Estimator. VLDB 2022.
New
Pdf
|
|
Ji Sun, Jintao Zhang, Zhaoyan Sun, Guoliang Li, Nan Tang.
Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation. VLDB 2022.
New
Pdf
|
|
Xuanhe Zhou, Guoliang Li, Chengliang Chai, Jianhua Feng.
A Learned Query Rewrite System using Monte Carlo Tree Search. VLDB 2022.
New
Pdf
|
|
Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo.
Selective Data Acquisition in the Wild for Model Charging. VLDB 2022.
New
Pdf
|
|
Guoliang Li, Xuanhe Zhou.
Machine Learning for Data Management: A System View. ICDE 2022 Tutorial.
New
Pdf
Slides
|
|
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu.
Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE 2022.
New
Pdf
|
|
Chen Lin, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li.
Adaptive Code Learning for Spark Configuration Tuning. ICDE 2022.
New
Pdf
|
|
Xuanhe Zhou, Luyang Liu, Wenbo Li, Lianyuan Jin, Shifu Li, Tianqing Wang, Jianhua Feng.
AutoIndex: An Incremental Index Management System for Dynamic Workloads. ICDE 2022.
New
Pdf
|
|
Haowen Dong, Chengliang Chai, Yuyu Luo, Jiabin Liu, Jianhua Feng, Chaoqun Zhan.
RW-Tree: A Learned Workload-Aware Framework for R-tree Construction. ICDE 2022.
New
Pdf
|
|
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu.
Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE 2022.
New
Pdf
|
|
Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang.
Feature Augmentation with Reinforcement Learning. ICDE 2022.
New
Pdf
|
|
Yuyu Luo, Nan Tang, Guoliang Li, Jiawei Tang, Chengliang Chai, Xuedi Qin.
Natural Language to Visualization by Neural Machine Translation. IEEE VIS 2021.
New
Pdf
Code
|
|
Yuyu Luo, Nan Tang, Guoliang Li, Chengliang Chai, Wenbo Li, Xuedi Qin.
Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks. SIGMOD 2021.
New
Pdf
Dataset
|
|
Ji Sun, Guoliang Li, Nan Tang.
Learned Cardinality Estimation for Similarity Queries. SIGMOD 2021.
New
Pdf
|
|
Guoliang Li, Xuanhe Zhou, Lei Cao.
AI Meets Database: AI4DB and DB4AI. SIGMOD 2021 Tutorial.
New
Pdf
Slides
|
|
Guoliang Li, Xuanhe Zhou, Ji Sun, Xiang Yu, Yue Han, Lianyuan Jin, Wenbo Li, Tianqing Wang, Shifu Li.
openGauss: An Autonomous Database System. VLDB 2021.
New
Pdf
|
|
Tongyu Liu, Yinqing Luo, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du.
Adaptive Data Augmentation for Supervised Learning over Missing Data. VLDB 2021.
New
Pdf
|
|
Guoliang Li, Xuanhe Zhou, Lei Cao.
Machine Learning for Databases. VLDB 2021 Tutorial.
New
Pdf
Slides
|
|
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani.
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation. VLDB 2021.
New
Pdf
|
|
Xuedi Qin, Chengliang Chai, Yuyu Luo, et al.
Ranking Desired Tuples by Database Exploration. ICDE 2021.
New
Pdf
|
|
Yue Han, Guoliang Li, Haitao Yuan, Ji Sun.
An Autonomous Materialized View Management System with Deep Reinforcement Learning. ICDE 2021.
New
Pdf
|
|
Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng.
An Effective Joint Prediction Model for Travel Demands and Traffic Flows. ICDE 2021.
New
Pdf
|
|
Shuai Huang, Tianyu Zhao, Yong Wang, Guoliang Li.
A Learning-based Method for Computing Shortest Path Distances on Road Networks. ICDE 2021.
New
Pdf
|
|
Kaiyu Li, Guoliang Li, Yong Wang, Yan Huang, Zitao Liu, Zhongqin Wu.
CrowdRL: An End-to-End Reinforcement Learning Framework for Data Labelling.. ICDE 2021.
New
Pdf
|
|
Haitao Yuan,
Guoliang Li, Zhifeng Bao, Ling Feng.
Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter. SIGMOD 2020.
New
Pdf
|
|
Chengliang Chai, Lei Cao,
Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden.
Human-in-the-loop Outlier Detection. SIGMOD 2020.
New
Pdf
|
|
Zhaoqiang Chen, Qun Chen, Boyi Hou, Zhanhuai Li,
Guoliang Li.
Towards Interpretable and Learnable Risk Analysis for Entity Resolution. SIGMOD 2020.
New
Pdf
|
|
Xuedi Qin, Yuyu Luo, Chengliang Chai, Nan Tang
Guoliang Li,.
Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries. SIGMOD Demo 2020.
New
Pdf
|
|
Xuanhe Zhou, Ji Sun,
Guoliang Li.
Query Performance Prediction for Concurrent Queries using Graph Embedding. VLDB 2020: 1416 - 1428.
New
Pdf
|
|
Ju Fan, Tongyu Liu,
Guoliang Li, Yuwei Shen, Xiaoyong Du.
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration.. VLDB 2020: 1962 - 1975.
New
Pdf
|
|
Ji Sun,
Guoliang Li.
An End-to-End Learning-based Cost Estimator. VLDB 2020.
New
Pdf
|
|
Yuanbing Li, Xian Wu, Yifei Jin, Jian Li,
Guoliang Li.
Efficient Algorithms for Crowd-Aided Categorization. VLDB 2020.
New
Pdf
|
|
Yuyu Luo, Wenbo Li,
Guoliang Li,Nan Tang.
DeepTrack: Monitoring and Exploring Spatio-Temporal Data – A Case of Tracking COVID-19 –. VLDB 2020.
New
Pdf
|
|
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang,
Guoliang Li.
VisClean: Interactive Cleaning for Progressive Visualization. VLDB 2020.
New
Pdf
|
|
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang,
Guoliang Li.
Interactive Cleaning for Progressive Visualization through Composite Questions. ICDE 2020.
New
Pdf
|
|
Xiang Yu,
Guoliang Li, Chengliang Chai, Nan Tang.
Reinforcement Learning with Tree-LSTM for Join Order Selection. ICDE 2020.
New
Pdf
|
|
Haitao Yuan,
Guoliang Li, Ling Feng, Ji Sun, Yue Han.
Automatic View Generation with Deep Learning and Reinforcement Learning. ICDE 2020.
New
Pdf
|
|
Caihua Shan,
Guoliang Li, Nikos Mamoulis, Reynold Cheng, Xiang Li.
An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms. ICDE 2020.
New
Pdf
|
|
Shixun Huang, Zhifeng Bao,
Guoliang Li.
Temporal Network Representation Learning via Historical Neighborhoods Aggregation. ICDE 2020.
New
Pdf
|
|
Chengliang Chai,
Guoliang Li, Ju Fan, Yuyu Luo.
CrowdChart: Crowdsourced Data Extraction from Visualization Charts. ICDE 2020.
New
Pdf
|
|
Shuang Hao, Chengliang Chai,
Guoliang Li, Nan Tang, Ning Wang.
Outdated Fact Detection in Knowledge Bases. ICDE 2020.
New
Pdf
|
|
Ji Zhang, Yu Liu, Ke Zhou,
Guoliang Li et al.
An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning. SIGMOD 2019.
New
Pdf
|
|
Yufei Tao, Yuanbing Li,
Guoliang Li.
Interactive Graph Search. SIGMOD 2019.
New
Pdf
|
|
Nan Tang, Eugene Wu,
Guoliang Li.
Towards Democratizing Relational Data Visualization
. SIGMOD 2019 Tutorial.
New
Pdf
Slides
|
|
Guoliang Li, Xuanhe Zhou, Shifu Li, Bo Gao.
QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning. VLDB 2019.
New
Pdf
|
|
Ji Sun, Zeyuan Shang,
Guoliang Li, Dong Deng, Zhifeng Bao.
Balance-Aware Distributed String Similarity-Based Query Processing System. VLDB 2019.
New
Pdf
|
|
James Pan,
Guoliang Li.
Ridesharing: Simulator, Benchmark, and Evaluation. VLDB 2019.
New
Pdf
|
|
Jingru Yang, Ju Fan, Zhewei Wei,
Guoliang Li, Tongyu Liu, Xiaoyong Du.
Cost-Effective Data Annotation using Game-Based Crowdsourcing. VLDB 2019:57-70.
New
Pdf
|
|
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed Elmagarmid, Ihab Ilyas,
Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang.
Unsupervised String Transformation Learning for Entity Consolidation. ICDE 2019.
New
Pdf
|
|
Chengliang Chai, Dong Deng,
Guoliang Li, Jiannan Wang, Yudian Zheng.
Crowdsourcing Database Systems: Overview and Challenges. ICDE 2019 Tutorial.
New
Pdf
|
|
Haitao Yuan,
Guoliang Li.
Distributed In-Memory Trajectory Similarity Search and Join on Road Network. ICDE 2019.
New
Pdf
|
|
Songrui Wu, Qi Li
Guoliang Li, Dong Yuan, Xingliang Yuang, Cong Wang.
ServeDB: Secure, Verifiable, and Efficient MultiDimensional Range Queries on Outsourced Database. ICDE 2019.
New
Pdf
|
|
Chengliang Chai, Ju Fan,
Guoliang Li, Jiannan Wang, Yudian Zheng.
Crowd-Powered Data Mining. KDD 2018, Tutorial.
New
Pdf
Slides
Website
|
|
Ping Zhang, Yuchen Li, Zhifeng Bao,
Guoliang Li, Zhiyong Wu.
Trajectory-driven Influential Billboard Placement. KDD 2018:2748-2757. (Best Paper Candidate)
New
Pdf
|
|
Kaiyu Li,
Guoliang Li, Xiaohang Zhang, Jianhua Feng.
A Rating-Ranking Based Framework for Crowdsourced Top-k Computation. SIGMOD 2018: 975-990.
New
Pdf
|
|
Dong Deng, Yufei Tao,
Guoliang Li.
Overlap Set Similarity Joins with Theoretical Guarantees. SIGMOD 2018: 905-920.
New
Pdf
|
|
Zeyuan Shang,
Guoliang Li, Zhifeng Bao.
DITA: Distributed In-Memory Trajectory Analytics. SIGMOD 2018: 725-740.
New
Pdf
|
|
Yuyu Luo, Xuedi Qin, Nan Tang
Guoliang Li, Xinran Wang.
DeepEye: Creating Good Data Visualizations by Keyword Search. SIGMOD 2018 Demo: 1733-1736.
New
Pdf
|
|
Zeyuan Shang,
Guoliang Li, Zhifeng Bao.
DITA: A Distributed In-Memory Trajectory Analytics System . SIGMOD 2018 Demo: 1681-1684.
New
Pdf
|
|
Siqiang Luo, Ben Kao,
Guoliang Li.
TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks. PVLDB 2018: 594-606.
New
Pdf
|
|
Yuyu Luo, Xueqi Qin, Nan Tang,
Guoliang Li.
DeepEye: Towards Automatic Data Visualization. ICDE 2018: 101-112.
New
Pdf
|
|
Chengliang Chai, Ju Fan
Guoliang Li.
Incentive-Based Entity Collection using Crowdsourcing. ICDE 2018: 341-352.
New
Pdf
|
|
Shuang Hao, Nan Tang,
Guoliang Li, Jianhua Feng.
Discovering Mis-Categorized Entities. ICDE 2018: 413-424. (Best Paper Candidate)
New
Pdf
|
|
Shuang Hao, Nan Tang,
Guoliang Li, Jianhua Feng. Cleaning Your Wrong Google Scholar Entries. ICDE 2018 Demo: 1597-1600.
New
Pdf
|
|
Xiang Yu,
Guoliang Li, Yudian Zheng. CrowdOTA: An Online Task Assignment System in Crowdsourcing. ICDE 2018 Demo:629-1632.
New
Pdf
|
|
Ju Fan, Jiarong Qiu, Yuchen Li, Qingfei Meng, Dongxiang Zhang,
Guoliang Li, Kian-Lee Tan, Xiaoyong Du. OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks. ICDE 2018 Demo: 1569-1572.
New
Pdf
|
|
Caihua Shan, Nikos Mamoulis,
Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng. T-Crowd: Effective Crowdsourcing for Tabular Data. ICDE 2018 Poster: 1316-1319.
New
Pdf
|
|
Na Ta,
Guoliang Li, Tianyu Zhao, Jianhua Feng, Hanchao Ma, Zhiguo Gong.
An Efficient Ride-Sharing Framework for Maximizing Shared Routes (Extended Abstract). ICDE 2018 Poster.
New
Pdf
|
|
Yan Zhuang,
Guoliang Li, Zhuojian Zhong, Jianhua Feng.
Hike: A Hybrid Human-Machine Method for Entity Alignment in Large-Scale Knowledge Bases. CIKM 2017: 1917-1926.
(Best Full Paper Award).
New
Pdf
|
|
Dong Yuan,
Guoliang Li, Qi Li, Yudian Zheng.
Sybil Defense in Crowdsourcing Platforms. CIKM 2017: 1529-1538.
Pdf
|
|
Xueping Weng,
Guoliang Li, Huiqi Hu, Jianhua Feng.
Crowdsourced Selection on Multi-Attribute Data. CIKM 2017: 307-316.
Pdf
|
|
Guoliang Li, Chengliang Chai, Ju Fan, Jian Li, Yudian Zheng, etc.
CDB: Optimizing Queries with Crowd-Based Selections and Joins. SIGMOD Conference 2017: 1463-1478.
Pdf
Link
Slide
|
|
Guoliang Li:
Human-in-the-loop Data Integration. PVLDB 10(12): 2006-2017 (2017).
Pdf
Link
Slide
|
|
Ji Sun, Zeyuan Shang,
Guoliang Li, Dong Deng, Zhifeng Bao.
DIMA: A Distributed In-Memory Similarity-Based Query Processing System. PVLDB 10(12): 1925-1928 (2017).
Pdf
Link
|
|
Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng.
Crowdsourced Data Management: Overview and Challenges. SIGMOD Conference 2017: 1711-1716.
Slide |
|
Yudian Zheng,
Guoliang Li, Reynold Cheng.
DOCS. A Domain-Aware Crowdsourcing System Using Knowledge Bases. PVLDB 10(4): 361-372 (2016).
Pdf
Link
Slide
|
|
Yudian Zheng,
Guoliang Li, Yuanbing Li, Caihua Shan, Reynold Cheng.
Truth Inference in Crowdsourcing: Is the Problem Solved?. PVLDB 10(5): 541-552 (2017).
Pdf
Link
Slide
|
|
Shuang Hao, Nan Tang,
Guoliang Li and Jian Li.
Cleaning Relations using Knowledge Bases. ICDE 2017: 933-944.
Pdf
Link
|
|
Bilong Shen, Ying Zhao,Guoliang Li, Weimin Zheng, Yue Qin, Bo Yuan and Yongming Rao.
V-Tree: Efficient kNN Search on Moving Objects with Road-Network Constraints. ICDE 2017: 609-620.
Pdf
Link
|
|
Zeyuan Shang, Yaxiao Liu,
Guoliang Liand Jianhua Feng.
K-Join: Knowledge-Aware Similarity Join (Extended Abstract). ICDE 2017: 23-24.
Link |
|
Shuang Hao, Nan Tang,
Guoliang Li, Jian He, Na Ta and Jianhua Feng.
A Novel Cost-Based Model for Data Repairing (Extended Abstract). ICDE 2017: 49-50.
Pdf
Link
|
|
Chengliang Chai,
Guoliang Li, Jian Li, Dong Deng, Jianhua Feng.
Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach. SIGMOD Conference 2016: 969-984.
Pdf
Link
|
|
Jian He, Enzo Veltri, Donatello Santoro,
Guoliang Li, Gianni Mecca, Paolo Papotti, Nan Tang.
Interactive and Deterministic Data Cleaning. SIGMOD Conference 2016: 893-907.
Pdf
Link
|
|
Dong Deng,
Guoliang Li, He Wen, H.V. Jagadish, Jianhua Feng.
META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion. PVLDB 9(10): 828-839 (2016).
Pdf
Link
|
|
Xiaohang Zhang,
Guoliang Li, Jianhua Feng.
Crowdsourced Top-k Algorithms: An Exprimental Evaluation. PVLDB 9(8): 612-623 (2016).
Pdf
Link
Dataset
Code
|
|
Dong Deng,
Guoliang Li, He Wen, Jianhua Feng.
An Efficient Partition Based Method for Exact Set Similarity Joins. PVLDB 9(4): 360-371 (2015).
Pdf
Link
Dataset
Code
|
|
Huiqi Hu,
Guoliang Li, Zhifeng Bao and Jianhua Feng.
Crowdsourcing-Based Real-Time Urban Traffic Speed Estimation: From Trends to Speeds. ICDE 2016: 883-894.
Pdf
Link
|
|
Huiqi Hu, Yudian Zheng, Zhifeng Bao,
Guoliang Li, Jianhua Feng, and Reynold Chen.
Crowdsourced POI Labelling: Location-Aware Result Inference and Task Assignment. ICDE 2016: 61-72.
Pdf
Link
Slide
|
|
Yuze Chi, Guohao Dai, Yu Wang, Guangyu Sun,
Guoliang Liand Huazhong Yang.
NXgraph. An Efficient Graph Processing System on a Single Machine. ICDE 2016: 409-420.
Pdf
Link
|
|
Huiqi Hu,
Guoliang Li, Zhifeng Bao and Jianhua Feng.
Top-k Spatio-Textual Similarity Join. ICDE 2016: 1576-1577.
Pdf
Link
|
|
Guoliang Li, Jian He, Deng Dong, Jian Li, Jianhua Feng.
Efficient Similarity Join and Search on Multi-Attribute Data. SIGMOD Conference 2015: 1137-1151.
Pdf
Link
|
|
Yudian Zheng, Jiannan Wang,
Guoliang Li, Reynold Cheng, Jianhua Feng.
QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications. SIGMOD Conference 2015: 1031-1046.
Pdf
Link
Slide
|
|
Ju Fan,
Guoliang Li, Beng Chin Ooi, Kian-lee Tan, Jianhua Feng.
iCrowd: An Adaptive Crowdsourcing Framework. SIGMOD Conference 2015: 1015-1030.
Pdf
Link
Slide
|
|
Long Guo, Dongxiang Zhang ,
Guoliang Li, Kian-lee Tan, Zhifeng Bao.
Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams. SIGMOD Conference 2015: 843-857.
Pdf
Link
|
|
Shuo Chen, Ju Fan,
Guoliang Li, Kian-lee Tan.
Online Topic-Aware Influence Maximization. PVLDB 8(6): 666-677 (2015).
Pdf
Link
|
|
Wenbo Tao, Minghe Yu,
Guoliang Li.
Efficient Top-K SimRank-based Similarity Join. PVLDB 8(3): 317-328 (2014).
Pdf
Link
|
|
Long Guo, Lu Chen, Dongxiang Zhang,
Guoliang Li, Kian-Lee Tan, Zhifeng Bao.
Elaps: An efficient location-aware pub/sub system. ICDE 2015: 1504-1507.
Pdf
Link
|
|
Jin Wang,
Guoliang Li, Dong Deng, Yong Zhang, Jianhua Feng.
Two Birds With One Stone: An Efficient Hierarchical Framework for Top-k and Threshold-based String Similarity Search. ICDE 2015: 519-530.
Pdf
Link
|
|
Huiqi Hu,
Guoliang Li, Yiqun Liu, Jianhua Feng, Kian-Lee Tan.
A Location-Aware Publish/Subscribe Framework for Parameterized Spatio-Textual Subscriptions. ICDE 2015: 711-722.
Pdf
Link
|
|
Yuchen Li, Zhifeng Bao,
Guoliang Li,
Kian-Lee Tan. Real Time Personalized Search on Social Networks. ICDE 2015: 639-650.
Pdf
Link
|
|
Minghe Yu,
Guoliang Li, Jianhua Feng.
A Cost-based Method for Location-Aware Publish/Subscribe Services. CIKM 2015: 693-702.
Link
|
|
Guoliang Li, Shuo Chen, Jianhua Feng, Kian-lee Tan, Wen-Syan Li.
Location-aware Influence Maximization. SIGMOD Conference 2014: 87-98.
Pdf
Link
Dataset
Code
|
|
Dong Deng,
Guoliang Li, Jianhua Feng.
A Pivotal Prefix Based Filtering Algorithm for String Similarity Search. SIGMOD Conference 2014:673-684.
Pdf
Link
Slide
Dataset
Code
|
|
Wenbo Tao,
Guoliang Li.
Efficient top-K SimRank-based similarity join. SIGMOD Conference 2014: 1603-1604.
|
|
Yu Jiang,
Guoliang Li, Jianhua Feng.
String Similarity Joins: An Experimental Evaluation. PVLDB 7(8): 625-636 (2014).
Pdf
Link
Dataset
Code
|
|
Henan Wang,
Guoliang Li, Jianhua Feng.
R3: A Real-Time Route Recommendation System. PVLDB 7(13): 1549-1552 (2014).
Pdf
Link
|
|
Dong Deng,
Guoliang Li, Shuang Hao, Jiannan Wang, Jianhua Feng.
MassJoin: A MapReduce-based Algorithm for String Similarity Joins. ICDE 2014:340-351.
Pdf
Link
|
|
Guoliang Li, Jun Hu, Kian-lee Tan, Jianhua Feng.
Effective Location Identification from Microblogs. ICDE 2014:880-891.
Pdf
Link
|
|
Yong Zeng, Zhifeng Bao, H V Jagadish, Tok Wang Ling,
Guoliang Li.
Breaking out of the MisMatch Trap. ICDE 2014:940-951.
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Henan Wang,
Guoliang Li, Jianhua Feng.
Group-Based Personalized Location Recommendation on Social Networks. APWeb 2014: 68-80.
(Best Paper Award)
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Henan Wang,
Guoliang Li, Jianhua Feng.
Incremental Quality Inference in Crowdsourcing. DASFAA (2) 2014: 453-467.
(Best Paper Runnerup)
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Dong Deng, Yu Jiang,
Guoliang Li, Jian Li, Cong Yu.
Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases. PVLDB 2013:1606-1617.
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Guoliang Li, Ting Wang, Jianhua Feng.
Location-Aware Publish/Subscribe. SIGKDD 2013:802-810.
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Jiannan Wang,
Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng.
Leveraging Transitive Relations for Crowdsourced Joins. SIGMOD 2013:229-240.
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Guoliang Li, Nan Zhang, Ruicheng Zhong, Kian-lee Tan, Lizhu Zhou, Jianhua Feng.
TsingNUS: A Location-Based Service System Towards Live City. SIGMOD 2013:957-960 (Demo Paper).
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Dong Deng,
Guoliang Li, Jianhua Feng.
Top-k String Similarity Search with Edit-Distance Constraints. ICDE 2013:925-936.
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Ruicheng Zhong,
Guoliang Li, Kian-lee Tan, Lizhu Zhou.
G-tree: an efficient index for KNN search on road networks. CIKM, 2012:385-394.
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Guoliang Li, Jiannan Wang, Chen Li, Jianhua Feng.
Supporting Efficient Top-k Queries in Fuzzy Type-Ahead Search. SIGIR, 2012: 355-364.
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Jiannan Wang,
Guoliang Li, Jianhua Feng.
Can we Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search. SIGMOD 2012:85-96.
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Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng.
Pass-Join: A Partition-based Method for Similarity Joins. PVLDB, 2012:253-264.
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Ju Fan,
Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu.
SEAL Spatio-textual Similarity Search. PVLDB 2012:824-835.
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Guoliang Li, Jing Xu, Jianhua Feng.
Desks: Direction-Aware Spatial Keyword Search. ICDE, 2012:474-485.
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Dong Deng,
Guoliang Li, Jianhua Feng.
An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints. ICDE, 2012:762-773.
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Weihuang Huang,
Guoliang Li, Kian-lee Tan, Jianhua Feng.
Efficient Safe-Region Construction for Moving Top-K Spatial Keyword Queries. CIKM 2012:932-941.
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Ruicheng Zhong, Ju Fan,
Guoliang Li, Kian-lee Tan, Lizhu Zhou.
Location-Aware Instant Search. CIKM, 2012:385-394.
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Jiannan Wang,
Guoliang Li, Jeffrey Xu Yu, Jianhua Feng.
Entity Matching: How Similar Is Similar. PVLDB 2011:622-633.
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Guoliang Li, Dong Deng, Jianhua Feng.
Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction. SIGMOD Conference 2011:529-540.
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Dongzhe Ma, Jianhua Feng,
Guoliang Li.
LazyFTL: A Page-level Flash Translation Layer Optimized for NAND Flash Memory. SIGMOD Conference 2011:1-12.
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Ju Fan,
Guoliang Li, Lizhu Zhou.
Interactive SQL Query Suggestion: Making Databases User-Friendly. ICDE 2011:351-362.
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Jiannan Wang, Guoliang Li, Jianhua Feng.
Fast-Join: An Efficient Method for Fuzzy Token Matching based String Similarity Join. ICDE 2011:458-469
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Guoliang Li, Ju Fan, Hao Wu, Jiannan Wang, Jianhua Feng.
DBease: Making Databases User-Friendly and Easily Accessible. CIDR 2011, pp:45-56.
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Jiannan Wang,
Guoliang Li, Jianhua Feng.
Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints. PVLDB 2010, pp:1219-1230.
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Hao Wu,
Guoliang Li, Chen Li, Lizhu Zhou.
Seaform: Search-As-You-Type in Forms. PVLDB 2010:1565-1568. (Demo Paper)
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Guoliang Li, Shengyue Ji, Jiannan Wang, Chen Li, Jianhua Feng.
Efficient Fuzzy Type-Ahead Search in TASTIER. ICDE 2010: 1105-1108. (Demo Paper)
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Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng.
Efficient Type-Ahead Search on Relational Data: a TASTIER Approach. SIGMOD Conference 2009:695-706.
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Shengyue Ji,
Guoliang Li, Chen Li, Jianhua Feng.
Effecive Fuzzy Interactive Search. WWW 2009: 371-380.
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Guoliang Li, Xiaofang Zhou, Jianhua Feng, Jianyong Wang.
Progressive Top-k Keyword Search in Relational Database. ICDE 2009:1183-1186. (Short)
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Mei Hui,
Guoliang Li, Yuan Zhou, Dawei Jiang.
Supporting Database Applications as a Service. ICDE 2009:832-843.
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Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou.
An Effective and Versatile Keyword Search Engine on Heterogenous Data Sources. PVLDB 2008, pp:1452-1455 (Demo Paper)
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Guoliang Li, Beng Chin Ooi, Jianhua Feng, Jianyong Wang, Lizhu Zhou.
EASE: Efficient and Adaptive Keyword Search on Unstructured, Semi-structured and Structured Data. SIGMOD Conference 2008:903-914.
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Bei Yu,
Guoliang Li, Karen Sollins, Anthony K. H. Tung.
Effective Keyword-based Selection of Relational Databases. SIGMOD Conference 2007:139-150.
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Bei Yu,
Guoliang Li, Beng Chin Ooi, LizhuZhou.
One table stores all: Enabling painless free-and-easy data publishing and sharing. CIDR 2007:142-153.
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Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou.
Efficient Keyword Search for Valuable LCAs over XML Documents. CIKM 2007:31-40.
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Guoliang Li, Jianhua Feng, Jianyong Wang, Yong Zhang, Lizhu Zhou.
Incremental Mining of Frequent Query Patterns from XML Queries for Caching. ICDM 2006: 350-361. |