|
Xuanhe Zhou, Wei Zhou, Liguo Qi, Hao Zhang, Dihao Chen, Bingsheng He, Mian Lu, Guoliang Li.
OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML. SIGMOD 2025.
New
Pdf
|
|
Wei Zhou, Yuyang Gao, Xuanhe Zhou, Guoliang Li.
Cracking SQL Barriers: An LLM-based Dialect Translation System. SIGMOD 2025.
New
Pdf
Code
|
|
Jiayi Wang, Guoliang Li.
AOP: Automated and Interactive LLM Pipeline Orchestration for Answering Complex Queries. CIDR 2025.
New
Pdf
|
|
Yuwei Huang, Guoliang Li.
Laser: Buffer-Aware Learned Query Scheduling in Master-Standby Databases. VLDB 2025.
New
Pdf
|
|
Jintao Zhang, Guoliang Li, Jinyang Su.
SAGE: A Framework of Precise Retrieval for RAG. ICDE 2025.
New
Pdf
|
|
Jianing Si, Haitao Yuan, Xiang Li, Nan Jiang, Xiao Ma, Guoliang Li.
Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning. ICDE 2025.
New
Pdf
|
|
Jintao Zhang, Guoliang Li, Chao Zhang, Chengliang Chai.
PACE: Poisoning Attacks on Learned Cardinality Estimation.
SIGMOD 2024.
Pdf
|
|
Yihang Zheng, Chen Lin, Xian Lyu, Xuanhe Zhou, Guoliang Li, Tianqing Wang.
Robustness of Updatable Learning-based Index Advisors.
SIGMOD 2024.
Pdf
|
|
Tongyu Liu, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du.
Controllable Tabular Data Synthesis Using Diffusion Models.
SIGMOD 2024.
Pdf
|
|
Jiaming Liang, Lei Cao, Samuel Madden, Zack Ives, Guoliang Li.
RITA: Group Attention is All You Need for Timeseries Analytics.
SIGMOD 2024.
Pdf
|
|
James Jie Pan, Jianguo Wang, Guoliang Li.
Vector Database Management Techniques and Systems. SIGMOD 2024 Tutorial.
Pdf
Slides
|
|
Guoliang Li, Wengang Tian, Jinyu Zhang, Ronen Grosman, Zongchao Liu, Sihao Li.
GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation..
VLDB 2024.
Pdf
|
|
Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang.
The Dawn of Natural Language to SQL: Are We Fully Ready?.
VLDB 2024.
Pdf
|
|
Yupeng Xie, Yuyu Luo,Guoliang Li, Nan Tang.
HAIChart: Human and AI Paired Visualization System..
VLDB 2024.
Pdf
|
|
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li.
Breaking It Down: An In-depth Study of Index Advisors.
VLDB 2024.
Pdf
Code
|
|
Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, Guoyang Zeng.
D-Bot: Database Diagnosis System using Large Language Models.
VLDB 2024. (Top 100 Open Achievements)
Pdf
Code
|
|
Chao Zhang, Guoliang Li, Tao Lv.
HyBench: A New Benchmark for HTAP Databases.
VLDB 2024.
Pdf
|
|
Yiwei Chen, Kaiyu Li, Guoliang Li, Yong Wang.
Contributions Estimation in Federated Learning: A Comprehensive Experimental Evaluation.
VLDB 2024.
Pdf
|
|
Haitao Yuan, Gao Cong, Guoliang Li.
Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network.
VLDB 2024.
Pdf
|
|
Zijia Wang, Haoran Liu, Chen Lin, Zhifeng Bao, Guoliang Li, Tianqing Wang.
Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors.
VLDB 2024.
Pdf
|
|
Ju Fan, Zihui Gu, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Samuel Madden, Xiaoyong Du, Nan Tang.
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL.
VLDB 2024.
Pdf
|
|
Guoliang Li, Xuanhe Zhou, Xinyang Zhao.
LLM for Data Management.
VLDB Tutorial 2024.
Pdf
|
|
Xinyang Zhao, Xuanhe Zhou, Guoliang Li.
Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs.
VLDB Demo 2024.
Pdf
Code
|
|
Guoliang Li, Ji Sun, Lijie Xu, Shifu Li, Jiang Wang, Wen Nie.
GaussML: An End-to-End In-database Machine Learning System.
ICDE 2024.
Pdf
|
|
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li.
TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation.
ICDE 2024.
Pdf
Code
|
|
Yong Wang, Kaiyu Li, Guoliang Li, Yunyan Guo, Zhuo Wan.
Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning.
ICDE 2024.
Pdf
|
|
Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du.
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration.
ICDE 2024.
Pdf
|
|
Yunyan Guo, Guoliang Li.
A CXL-Powered Database System: Opportunities and Challenges.
ICDE 2024.
Pdf
|
|
Xin Tang, Chengliang Chai, Guoliang Li, et al.
Separation Is for Better Reunion: Data Lake Storage at Huawei.
ICDE 2024.
Pdf
|
|
Shuai Huang, Yong Wang, Guoliang Li.
ACR-Tree: Constructing R-Trees Using Deep Reinforcement Learning.
DASFAA 2023. (Best Paper Award)
Pdf
|
|
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.
Pdf
|
|
Xuanhe Zhou, Guoliang Li, Jianhua Feng, Luyang Liu, Guo Wei.
Grep: A Graph Learning Based Database Partitioning System. SIGMOD 2023.
Pdf
|
|
Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Jiayi Wang, Guoliang Li.
GoodCore: Coreset Selection over Incomplete Data for Data-effective and Data-efficient
Machine Learning. SIGMOD 2023. (Best of SIGMOD 2023 Papers)
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.
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.
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. (SIGMOD Research Highlight Award)
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. (Best Industry Paper Runnerup)
Pdf
Code
|
|
Zhaoyan Sun, Xuanhe Zhou, Guoliang Li.
Learned Index: A Comprehensive Experimental Evaluation. VLDB 2023.
Pdf
|
|
Haitao Yuan, Guoliang Li, Zhifeng Bao.
Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity,
Periodicity and Dynamicity. VLDB 2023.
Pdf
|
|
Yong Wang, Guoliang Li, Kaiyu Li, Haitao Yuan.
A Deep Generative Model for Trajectory Modeling and Utilization. VLDB 2023.
Pdf
|
|
Xiang Yu, Chengliang Chai, Guoliang Li, Jiabin Liu.
Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection.
VLDB 2023.
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.
Pdf
|
|
Xuanhe Zhou, Guoliang Li, et al.
A Learned Query Rewrite System.
VLDB Demo 2023.
Pdf
Code
|
|
Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen.
DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads.
ICDE 2023.
Pdf
|
|
Yue Han, Chengliang Chai, Jiabin Liu, Guoliang Li, Chuangxian Wei, Chaoqun Zhan.
Dynamic Materialized View Management using Graph Neural Network. ICDE 2023.
Pdf
|
|
Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai.
AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation.
ICDE 2023.
Pdf
|
|
Guoliang Li, Chao Zhang.
HTAP Databases: What is New and What is Next. SIGMOD 2022.
Pdf
Slides
|
|
Lixi Zhang, Chengliang Chai, Xuanhe Zhou, Guoliang Li.
LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning. SIGMOD
2022.
Pdf
|
|
Sainan Li, Qilei Yin, Guoliang Li, Qi Li, Zhuotao Li, Jinwei Zhu.
Unsupervised Contextual Anomaly Detection for Database Systems. SIGMOD 2022.
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.
Pdf
|
|
Guoliang Li, Haowen Dong, Chao Zhang.
Cloud Databases: New Techniques, Challenges, and Opportunities. VLDB 2022.
Pdf
Slides
|
|
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li.
FACE: A Normalizing Flow based Cardinality Estimator. VLDB 2022.
Pdf
|
|
Ji Sun, Jintao Zhang, Zhaoyan Sun, Guoliang Li, Nan Tang.
Learned Cardinality Estimation: A Design Space Exploration and A Comparative
Evaluation. VLDB 2022.
Pdf
|
|
Xuanhe Zhou, Guoliang Li, Chengliang Chai, Jianhua Feng.
A Learned Query Rewrite System using Monte Carlo Tree Search. VLDB 2022.
Pdf
|
|
Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo.
Selective Data Acquisition in the Wild for Model Charging. VLDB 2022.
Pdf
|
|
Guoliang Li, Xuanhe Zhou.
Machine Learning for Data Management: A System View. ICDE 2022 Tutorial.
Pdf
Slides
|
|
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu.
Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE 2022.
Pdf
|
|
Chen Lin, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li.
Adaptive Code Learning for Spark Configuration Tuning. ICDE 2022.
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.
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.
Pdf
|
|
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu.
Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE 2022.
Pdf
|
|
Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang.
Feature Augmentation with Reinforcement Learning. ICDE 2022.
Pdf
|
|
Yuyu Luo, Nan Tang, Guoliang Li, Jiawei Tang, Chengliang Chai, Xuedi Qin.
Natural Language to Visualization by Neural Machine Translation. IEEE VIS 2021.
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.
Pdf
Dataset
|
|
Ji Sun, Guoliang Li, Nan Tang.
Learned Cardinality Estimation for Similarity Queries. SIGMOD 2021.
Pdf
|
|
Guoliang Li, Xuanhe Zhou, Lei Cao.
AI Meets Database: AI4DB and DB4AI. SIGMOD 2021 Tutorial.
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.
Pdf
|
|
Tongyu Liu, Yinqing Luo, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du.
Adaptive Data Augmentation for Supervised Learning over Missing Data. VLDB 2021.
Pdf
|
|
Guoliang Li, Xuanhe Zhou, Lei Cao.
Machine Learning for Databases. VLDB 2021 Tutorial.
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.
Pdf
|
|
Xuedi Qin, Chengliang Chai, Yuyu Luo, et al.
Ranking Desired Tuples by Database Exploration. ICDE 2021.
Pdf
|
|
Yue Han, Guoliang Li, Haitao Yuan, Ji Sun.
An Autonomous Materialized View Management System with Deep Reinforcement Learning.
ICDE 2021.
Pdf
|
|
Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng.
An Effective Joint Prediction Model for Travel Demands and Traffic Flows. ICDE
2021.
Pdf
|
|
Shuai Huang, Tianyu Zhao, Yong Wang, Guoliang Li.
A Learning-based Method for Computing Shortest Path Distances on Road Networks.
ICDE 2021.
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.
Pdf
|
|
Haitao Yuan,
Guoliang Li, Zhifeng Bao, Ling Feng.
Effective Travel Time Estimation: When Historical Trajectories over Road Networks
Matter. SIGMOD 2020.
Pdf
|
|
Chengliang Chai, Lei Cao,
Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden.
Human-in-the-loop Outlier Detection. SIGMOD 2020.
Pdf
|
|
Zhaoqiang Chen, Qun Chen, Boyi Hou, Zhanhuai Li,
Guoliang Li.
Towards Interpretable and Learnable Risk Analysis for Entity Resolution. SIGMOD
2020.
Pdf
|
|
Xuedi Qin, Yuyu Luo, Chengliang Chai, Nan Tang
Guoliang Li,.
Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries.
SIGMOD Demo 2020.
Pdf
|
|
Xuanhe Zhou, Ji Sun,
Guoliang Li.
Query Performance Prediction for Concurrent Queries using Graph Embedding. VLDB
2020: 1416 - 1428.
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.
Pdf
|
|
Ji Sun,
Guoliang Li.
An End-to-End Learning-based Cost Estimator. VLDB 2020.
Pdf
|
|
Yuanbing Li, Xian Wu, Yifei Jin, Jian Li,
Guoliang Li.
Efficient Algorithms for Crowd-Aided Categorization. VLDB 2020.
(Best of VLDB 2020)
Pdf
|
|
Yuyu Luo, Wenbo Li,
Guoliang Li,Nan Tang.
DeepTrack: Monitoring and Exploring Spatio-Temporal Data – A Case of Tracking COVID-19
–. VLDB 2020.
Pdf
|
|
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang,
Guoliang Li.
VisClean: Interactive Cleaning for Progressive Visualization. VLDB 2020.
Pdf
|
|
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang,
Guoliang Li.
Interactive Cleaning for Progressive Visualization through Composite Questions.
ICDE 2020.
Pdf
|
|
Xiang Yu,
Guoliang Li, Chengliang Chai, Nan Tang.
Reinforcement Learning with Tree-LSTM for Join Order Selection. ICDE 2020.
Pdf
|
|
Haitao Yuan,
Guoliang Li, Ling Feng, Ji Sun, Yue Han.
Automatic View Generation with Deep Learning and Reinforcement Learning. ICDE 2020.
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.
Pdf
|
|
Shixun Huang, Zhifeng Bao,
Guoliang Li.
Temporal Network Representation Learning via Historical Neighborhoods Aggregation.
ICDE 2020.
Pdf
|
|
Chengliang Chai,
Guoliang Li, Ju Fan, Yuyu Luo.
CrowdChart: Crowdsourced Data Extraction from Visualization Charts. ICDE 2020.
Pdf
|
|
Shuang Hao, Chengliang Chai,
Guoliang Li, Nan Tang, Ning Wang.
Outdated Fact Detection in Knowledge Bases. ICDE 2020.
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.
Pdf
|
|
Yufei Tao, Yuanbing Li,
Guoliang Li.
Interactive Graph Search. SIGMOD 2019.
Pdf
|
|
Nan Tang, Eugene Wu,
Guoliang Li.
Towards Democratizing Relational Data Visualization
. SIGMOD 2019 Tutorial.
Pdf
Slides
|
|
Guoliang Li, Xuanhe Zhou, Shifu Li, Bo Gao.
QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning. VLDB
2019.
Pdf
|
|
Ji Sun, Zeyuan Shang,
Guoliang Li, Dong Deng, Zhifeng Bao.
Balance-Aware Distributed String Similarity-Based Query Processing System. VLDB
2019.
Pdf
|
|
James Pan,
Guoliang Li.
Ridesharing: Simulator, Benchmark, and Evaluation. VLDB 2019.
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.
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.
Pdf
|
|
Chengliang Chai, Dong Deng,
Guoliang Li, Jiannan Wang, Yudian Zheng.
Crowdsourcing Database Systems: Overview and Challenges. ICDE 2019 Tutorial.
Pdf
|
|
Haitao Yuan,
Guoliang Li.
Distributed In-Memory Trajectory Similarity Search and Join on Road Network. ICDE
2019.
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.
Pdf
|
|
Chengliang Chai, Ju Fan,
Guoliang Li, Jiannan Wang, Yudian Zheng.
Crowd-Powered Data Mining. KDD 2018, Tutorial.
Pdf
Slides
Website
|
|
Ping Zhang, Yuchen Li, Zhifeng Bao,
Guoliang Li, Zhiyong Wu.
Trajectory-driven Influential Billboard Placement. KDD 2018:2748-2757. (Best of KDD 2018 Papers)
Pdf
|
|
Kaiyu Li,
Guoliang Li, Xiaohang Zhang, Jianhua Feng.
A Rating-Ranking Based Framework for Crowdsourced Top-k Computation. SIGMOD 2018:
975-990.
Pdf
|
|
Dong Deng, Yufei Tao,
Guoliang Li.
Overlap Set Similarity Joins with Theoretical Guarantees. SIGMOD 2018: 905-920.
Pdf
|
|
Zeyuan Shang,
Guoliang Li, Zhifeng Bao.
DITA: Distributed In-Memory Trajectory Analytics. SIGMOD 2018: 725-740.
Pdf
|
|
Yuyu Luo, Xuedi Qin, Nan Tang
Guoliang Li, Xinran Wang.
DeepEye: Creating Good Data Visualizations by Keyword Search. SIGMOD 2018 Demo:
1733-1736.
Pdf
|
|
Zeyuan Shang,
Guoliang Li, Zhifeng Bao.
DITA: A Distributed In-Memory Trajectory Analytics System . SIGMOD 2018 Demo:
1681-1684.
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.
Pdf
|
|
Yuyu Luo, Xueqi Qin, Nan Tang,
Guoliang Li.
DeepEye: Towards Automatic Data Visualization. ICDE 2018: 101-112.
Pdf
|
|
Chengliang Chai, Ju Fan
Guoliang Li.
Incentive-Based Entity Collection using Crowdsourcing. ICDE 2018: 341-352.
Pdf
|
|
Shuang Hao, Nan Tang,
Guoliang Li, Jianhua Feng.
Discovering Mis-Categorized Entities. ICDE 2018: 413-424. (Best of ICDE 2018
Papers)
Pdf
|
|
Shuang Hao, Nan Tang,
Guoliang Li, Jianhua Feng. Cleaning Your Wrong Google Scholar
Entries. ICDE 2018 Demo: 1597-1600.
Pdf
|
|
Xiang Yu,
Guoliang Li, Yudian Zheng. CrowdOTA: An Online Task Assignment System in
Crowdsourcing. ICDE 2018 Demo:629-1632.
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.
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.
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.
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 Paper Award)
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).
(VLDB Early Career Research
Contributions Award, 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
|
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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
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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
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Xiaohang Zhang,
Guoliang Li, Jianhua Feng.
Crowdsourced Top-k Algorithms: An Exprimental Evaluation. PVLDB 9(8): 612-623
(2016).
Pdf
Link
Dataset
Code
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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
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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
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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
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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
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Huiqi Hu,
Guoliang Li, Zhifeng Bao and Jianhua Feng.
Top-k Spatio-Textual Similarity Join. ICDE 2016: 1576-1577.
Pdf
Link
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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
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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
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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
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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
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Shuo Chen, Ju Fan,
Guoliang Li, Kian-lee Tan.
Online Topic-Aware Influence Maximization. PVLDB 8(6): 666-677 (2015).
Pdf
Link
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Wenbo Tao, Minghe Yu,
Guoliang Li.
Efficient Top-K SimRank-based Similarity Join. PVLDB 8(3): 317-328 (2014).
Pdf
Link
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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
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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
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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
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Yuchen Li, Zhifeng Bao,
Guoliang Li,
Kian-Lee Tan. Real Time Personalized Search on Social Networks. ICDE 2015: 639-650.
Pdf
Link
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Minghe Yu,
Guoliang Li, Jianhua Feng.
A Cost-based Method for Location-Aware Publish/Subscribe Services. CIKM 2015:
693-702.
Link
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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
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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
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Wenbo Tao,
Guoliang Li.
Efficient top-K SimRank-based similarity join. SIGMOD Conference 2014: 1603-1604.
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Yu Jiang,
Guoliang Li, Jianhua Feng.
String Similarity Joins: An Experimental Evaluation. PVLDB 7(8): 625-636 (2014).
Pdf
Link
Dataset
Code
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Henan Wang,
Guoliang Li, Jianhua Feng.
R3: A Real-Time Route Recommendation System. PVLDB 7(13): 1549-1552 (2014).
Pdf
Link
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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
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Guoliang Li, Jun Hu, Kian-lee Tan, Jianhua Feng.
Effective Location Identification from Microblogs. ICDE 2014:880-891.
Pdf
Link
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Yong Zeng, Zhifeng Bao, H V Jagadish, Tok Wang Ling,
Guoliang Li.
Breaking out of the MisMatch Trap. ICDE 2014:940-951.
Pdf
Link
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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)
Link
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Jianhong Feng,
Guoliang Li, Jianhua Feng.
Incremental Quality Inference in Crowdsourcing. DASFAA (2) 2014: 453-467.
(Best Paper Runnerup)
Link
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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.
Pdf
Link
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Guoliang Li, Ting Wang, Jianhua Feng.
Location-Aware Publish/Subscribe. SIGKDD 2013:802-810.
Pdf
Link
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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.
Pdf
Link
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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).
Pdf
Link
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Dong Deng,
Guoliang Li, Jianhua Feng.
Top-k String Similarity Search with Edit-Distance Constraints. ICDE 2013:925-936.
Pdf
Link
Slide
Code
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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.
Pdf
Link
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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.
Pdf
Link
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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.
Pdf
Link
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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.
Pdf
Link
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Ju Fan,
Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu.
SEAL Spatio-textual Similarity Search. PVLDB 2012:824-835.
Pdf
Link
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Guoliang Li, Jing Xu, Jianhua Feng.
Desks: Direction-Aware Spatial Keyword Search. ICDE, 2012:474-485.
Pdf
Link
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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.
Pdf
Link
Slide
Code
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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.
Pdf
Link
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Ruicheng Zhong, Ju Fan,
Guoliang Li, Kian-lee Tan, Lizhu Zhou.
Location-Aware Instant Search. CIKM, 2012:385-394.
Pdf
Link
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Jiannan Wang,
Guoliang Li, Jeffrey Xu Yu, Jianhua Feng.
Entity Matching: How Similar Is Similar. PVLDB 2011:622-633.
Pdf
Link
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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.
Pdf
Link
Slide
Code
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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.
Pdf
Link
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Ju Fan,
Guoliang Li, Lizhu Zhou.
Interactive SQL Query Suggestion: Making Databases User-Friendly. ICDE
2011:351-362.
Pdf
Link
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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
Pdf
Link
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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.
Pdf
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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.
Pdf
Link
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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)
Pdf
Link
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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)
Pdf
Link
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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.
Pdf
Link
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Shengyue Ji,
Guoliang Li, Chen Li, Jianhua Feng.
Effecive Fuzzy Interactive Search. WWW 2009: 371-380.
Pdf
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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)
Pdf
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Mei Hui,
Guoliang Li, Yuan Zhou, Dawei Jiang.
Supporting Database Applications as a Service. ICDE 2009:832-843.
Pdf
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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)
Pdf
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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.
Pdf
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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.
Pdf
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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.
Pdf
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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.
Pdf
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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.
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