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CONFERENCE PAPERS
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
Xuanhe Zhou, Guoliang Li, Jianhua Feng, Luyang Liu, Guo Wei. Grep: A Graph Learning Based Database Partitioning System. SIGMOD 2023. New
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
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
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
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
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)
Zhaoyan Sun, Xuanhe Zhou, Guoliang Li. Learned Index: A Comprehensive Experimental Evaluation. VLDB 2023. New
Haitao Yuan, Guoliang Li, Zhifeng Bao. Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity. VLDB 2023. New
Yong Wang, Guoliang Li, Kaiyu Li, Haitao Yuan. A Deep Generative Model for Trajectory Modeling and Utilization. VLDB 2023. New
Xiang Yu, Chengliang Chai, Guoliang Li, Jiabin Liu. Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection. VLDB 2023. New
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
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
Yue Han, Chengliang Chai, Jiabin Liu, Guoliang Li, Chuangxian Wei, Chaoqun Zhan. Dynamic Materialized View Management using Graph Neural Network. ICDE 2023. New
Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai. AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation. ICDE 2023. New
Guoliang Li, Chao Zhang. HTAP Databases: What is New and What is Next. SIGMOD 2022.
Lixi Zhang, Chengliang Chai, Xuanhe Zhou, Guoliang Li. LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning. SIGMOD 2022.
Sainan Li, Qilei Yin, Guoliang Li, Qi Li, Zhuotao Li, Jinwei Zhu. Unsupervised Contextual Anomaly Detection for Database Systems. SIGMOD 2022.
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.
Guoliang Li, Haowen Dong, Chao Zhang. Cloud Databases: New Techniques, Challenges, and Opportunities. VLDB 2022.
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li. FACE: A Normalizing Flow based Cardinality Estimator. VLDB 2022.
Ji Sun, Jintao Zhang, Zhaoyan Sun, Guoliang Li, Nan Tang. Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation. VLDB 2022.
Xuanhe Zhou, Guoliang Li, Chengliang Chai, Jianhua Feng. A Learned Query Rewrite System using Monte Carlo Tree Search. VLDB 2022.
Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo. Selective Data Acquisition in the Wild for Model Charging. VLDB 2022.
Guoliang Li, Xuanhe Zhou. Machine Learning for Data Management: A System View. ICDE 2022 Tutorial.
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu. Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE 2022.
Chen Lin, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li. Adaptive Code Learning for Spark Configuration Tuning. ICDE 2022.
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.
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.
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu. Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE 2022.
Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang. Feature Augmentation with Reinforcement Learning. ICDE 2022.
Yuyu Luo, Nan Tang, Guoliang Li, Jiawei Tang, Chengliang Chai, Xuedi Qin. Natural Language to Visualization by Neural Machine Translation. IEEE VIS 2021.
Yuyu Luo, Nan Tang, Guoliang Li, Chengliang Chai, Wenbo Li, Xuedi Qin. Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks. SIGMOD 2021.
Ji Sun, Guoliang Li, Nan Tang. Learned Cardinality Estimation for Similarity Queries. SIGMOD 2021.
Guoliang Li, Xuanhe Zhou, Lei Cao. AI Meets Database: AI4DB and DB4AI. SIGMOD 2021 Tutorial.
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.
Tongyu Liu, Yinqing Luo, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du. Adaptive Data Augmentation for Supervised Learning over Missing Data. VLDB 2021.
Guoliang Li, Xuanhe Zhou, Lei Cao. Machine Learning for Databases. VLDB 2021 Tutorial.
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.
Xuedi Qin, Chengliang Chai, Yuyu Luo, et al. Ranking Desired Tuples by Database Exploration. ICDE 2021.
Yue Han, Guoliang Li, Haitao Yuan, Ji Sun. An Autonomous Materialized View Management System with Deep Reinforcement Learning. ICDE 2021.
Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng. An Effective Joint Prediction Model for Travel Demands and Traffic Flows. ICDE 2021.
Shuai Huang, Tianyu Zhao, Yong Wang, Guoliang Li. A Learning-based Method for Computing Shortest Path Distances on Road Networks. ICDE 2021.
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.
Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng. Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter. SIGMOD 2020.
Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden. Human-in-the-loop Outlier Detection. SIGMOD 2020.
Zhaoqiang Chen, Qun Chen, Boyi Hou, Zhanhuai Li, Guoliang Li. Towards Interpretable and Learnable Risk Analysis for Entity Resolution. SIGMOD 2020.
Xuedi Qin, Yuyu Luo, Chengliang Chai, Nan Tang Guoliang Li,. Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries. SIGMOD Demo 2020.
Xuanhe Zhou, Ji Sun, Guoliang Li. Query Performance Prediction for Concurrent Queries using Graph Embedding. VLDB 2020: 1416 - 1428.
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.
Ji Sun, Guoliang Li. An End-to-End Learning-based Cost Estimator. VLDB 2020.
Yuanbing Li, Xian Wu, Yifei Jin, Jian Li, Guoliang Li. Efficient Algorithms for Crowd-Aided Categorization. VLDB 2020.
Yuyu Luo, Wenbo Li, Guoliang Li,Nan Tang. DeepTrack: Monitoring and Exploring Spatio-Temporal Data – A Case of Tracking COVID-19 –. VLDB 2020.
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li. VisClean: Interactive Cleaning for Progressive Visualization. VLDB 2020.
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li. Interactive Cleaning for Progressive Visualization through Composite Questions. ICDE 2020.
Xiang Yu, Guoliang Li, Chengliang Chai, Nan Tang. Reinforcement Learning with Tree-LSTM for Join Order Selection. ICDE 2020.
Haitao Yuan, Guoliang Li, Ling Feng, Ji Sun, Yue Han. Automatic View Generation with Deep Learning and Reinforcement Learning. ICDE 2020.
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.
Shixun Huang, Zhifeng Bao, Guoliang Li. Temporal Network Representation Learning via Historical Neighborhoods Aggregation. ICDE 2020.
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo. CrowdChart: Crowdsourced Data Extraction from Visualization Charts. ICDE 2020.
Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang. Outdated Fact Detection in Knowledge Bases. ICDE 2020.
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.
Yufei Tao, Yuanbing Li, Guoliang Li. Interactive Graph Search. SIGMOD 2019.
Nan Tang, Eugene Wu, Guoliang Li. Towards Democratizing Relational Data Visualization . SIGMOD 2019 Tutorial.
Guoliang Li, Xuanhe Zhou, Shifu Li, Bo Gao. QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning. VLDB 2019.
Ji Sun, Zeyuan Shang, Guoliang Li, Dong Deng, Zhifeng Bao. Balance-Aware Distributed String Similarity-Based Query Processing System. VLDB 2019.
James Pan, Guoliang Li. Ridesharing: Simulator, Benchmark, and Evaluation. VLDB 2019.
Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du. Cost-Effective Data Annotation using Game-Based Crowdsourcing. VLDB 2019:57-70.
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.
Chengliang Chai, Dong Deng, Guoliang Li, Jiannan Wang, Yudian Zheng. Crowdsourcing Database Systems: Overview and Challenges. ICDE 2019 Tutorial.
Haitao Yuan, Guoliang Li. Distributed In-Memory Trajectory Similarity Search and Join on Road Network. ICDE 2019.
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.
Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng. Crowd-Powered Data Mining. KDD 2018, Tutorial.
Ping Zhang, Yuchen Li, Zhifeng Bao, Guoliang Li, Zhiyong Wu. Trajectory-driven Influential Billboard Placement. KDD 2018:2748-2757. (Best Paper Candidate)
Kaiyu Li, Guoliang Li, Xiaohang Zhang, Jianhua Feng. A Rating-Ranking Based Framework for Crowdsourced Top-k Computation. SIGMOD 2018: 975-990.
Dong Deng, Yufei Tao, Guoliang Li. Overlap Set Similarity Joins with Theoretical Guarantees. SIGMOD 2018: 905-920.
Zeyuan Shang, Guoliang Li, Zhifeng Bao. DITA: Distributed In-Memory Trajectory Analytics. SIGMOD 2018: 725-740.
Yuyu Luo, Xuedi Qin, Nan Tang Guoliang Li, Xinran Wang. DeepEye: Creating Good Data Visualizations by Keyword Search. SIGMOD 2018 Demo: 1733-1736.
Zeyuan Shang, Guoliang Li, Zhifeng Bao. DITA: A Distributed In-Memory Trajectory Analytics System . SIGMOD 2018 Demo: 1681-1684.
Siqiang Luo, Ben Kao, Guoliang Li. TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks. PVLDB 2018: 594-606.
Yuyu Luo, Xueqi Qin, Nan Tang, Guoliang Li. DeepEye: Towards Automatic Data Visualization. ICDE 2018: 101-112.
Chengliang Chai, Ju Fan Guoliang Li. Incentive-Based Entity Collection using Crowdsourcing. ICDE 2018: 341-352.
Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng. Discovering Mis-Categorized Entities. ICDE 2018: 413-424. (Best Paper Candidate)
Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng. Cleaning Your Wrong Google Scholar Entries. ICDE 2018 Demo: 1597-1600.
Xiang Yu, Guoliang Li, Yudian Zheng. CrowdOTA: An Online Task Assignment System in Crowdsourcing. ICDE 2018 Demo:629-1632.
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.
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng. T-Crowd: Effective Crowdsourcing for Tabular Data. ICDE 2018 Poster: 1316-1319.
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.
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).
Dong Yuan, Guoliang Li, Qi Li, Yudian Zheng. Sybil Defense in Crowdsourcing Platforms. CIKM 2017: 1529-1538.
Xueping Weng, Guoliang Li, Huiqi Hu, Jianhua Feng. Crowdsourced Selection on Multi-Attribute Data. CIKM 2017: 307-316.
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.
Guoliang Li: Human-in-the-loop Data Integration. PVLDB 10(12): 2006-2017 (2017).
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).
Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng. Crowdsourced Data Management: Overview and Challenges. SIGMOD Conference 2017: 1711-1716.
Yudian Zheng, Guoliang Li, Reynold Cheng. DOCS. A Domain-Aware Crowdsourcing System Using Knowledge Bases. PVLDB 10(4): 361-372 (2016).
Yudian Zheng, Guoliang Li, Yuanbing Li, Caihua Shan, Reynold Cheng. Truth Inference in Crowdsourcing: Is the Problem Solved?. PVLDB 10(5): 541-552 (2017).
Shuang Hao, Nan Tang, Guoliang Li and Jian Li. Cleaning Relations using Knowledge Bases. ICDE 2017: 933-944.
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.
Zeyuan Shang, Yaxiao Liu, Guoliang Liand Jianhua Feng. K-Join: Knowledge-Aware Similarity Join (Extended Abstract). ICDE 2017: 23-24.
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.
Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng. Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach. SIGMOD Conference 2016: 969-984.
Jian He, Enzo Veltri, Donatello Santoro, Guoliang Li, Gianni Mecca, Paolo Papotti, Nan Tang. Interactive and Deterministic Data Cleaning. SIGMOD Conference 2016: 893-907.
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).
Xiaohang Zhang, Guoliang Li, Jianhua Feng. Crowdsourced Top-k Algorithms: An Exprimental Evaluation. PVLDB 9(8): 612-623 (2016).
Dong Deng, Guoliang Li, He Wen, Jianhua Feng. An Efficient Partition Based Method for Exact Set Similarity Joins. PVLDB 9(4): 360-371 (2015).
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.
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.
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.
Huiqi Hu, Guoliang Li, Zhifeng Bao and Jianhua Feng. Top-k Spatio-Textual Similarity Join. ICDE 2016: 1576-1577.
Guoliang Li, Jian He, Deng Dong, Jian Li, Jianhua Feng. Efficient Similarity Join and Search on Multi-Attribute Data. SIGMOD Conference 2015: 1137-1151.
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.
Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-lee Tan, Jianhua Feng. iCrowd: An Adaptive Crowdsourcing Framework. SIGMOD Conference 2015: 1015-1030.
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.
Shuo Chen, Ju Fan, Guoliang Li, Kian-lee Tan. Online Topic-Aware Influence Maximization. PVLDB 8(6): 666-677 (2015).
Wenbo Tao, Minghe Yu, Guoliang Li. Efficient Top-K SimRank-based Similarity Join. PVLDB 8(3): 317-328 (2014).
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.
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.
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.
Yuchen Li, Zhifeng Bao, Guoliang Li, Kian-Lee Tan. Real Time Personalized Search on Social Networks. ICDE 2015: 639-650.
Minghe Yu, Guoliang Li, Jianhua Feng. A Cost-based Method for Location-Aware Publish/Subscribe Services. CIKM 2015: 693-702.
Guoliang Li, Shuo Chen, Jianhua Feng, Kian-lee Tan, Wen-Syan Li. Location-aware Influence Maximization. SIGMOD Conference 2014: 87-98.
Dong Deng, Guoliang Li, Jianhua Feng. A Pivotal Prefix Based Filtering Algorithm for String Similarity Search. SIGMOD Conference 2014:673-684.
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).
Henan Wang, Guoliang Li, Jianhua Feng. R3: A Real-Time Route Recommendation System. PVLDB 7(13): 1549-1552 (2014).
Dong Deng, Guoliang Li, Shuang Hao, Jiannan Wang, Jianhua Feng. MassJoin: A MapReduce-based Algorithm for String Similarity Joins. ICDE 2014:340-351.
Guoliang Li, Jun Hu, Kian-lee Tan, Jianhua Feng. Effective Location Identification from Microblogs. ICDE 2014:880-891.
Yong Zeng, Zhifeng Bao, H V Jagadish, Tok Wang Ling, Guoliang Li. Breaking out of the MisMatch Trap. ICDE 2014:940-951.
Henan Wang, Guoliang Li, Jianhua Feng. Group-Based Personalized Location Recommendation on Social Networks. APWeb 2014: 68-80. (Best Paper Award)
Henan Wang, Guoliang Li, Jianhua Feng. Incremental Quality Inference in Crowdsourcing. DASFAA (2) 2014: 453-467. (Best Paper Runnerup)
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.
Guoliang Li, Ting Wang, Jianhua Feng. Location-Aware Publish/Subscribe. SIGKDD 2013:802-810.
Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng. Leveraging Transitive Relations for Crowdsourced Joins. SIGMOD 2013:229-240.
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).
Dong Deng, Guoliang Li, Jianhua Feng. Top-k String Similarity Search with Edit-Distance Constraints. ICDE 2013:925-936.
Ruicheng Zhong, Guoliang Li, Kian-lee Tan, Lizhu Zhou. G-tree: an efficient index for KNN search on road networks. CIKM, 2012:385-394.
Guoliang Li, Jiannan Wang, Chen Li, Jianhua Feng. Supporting Efficient Top-k Queries in Fuzzy Type-Ahead Search. SIGIR, 2012: 355-364.
Jiannan Wang, Guoliang Li, Jianhua Feng. Can we Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search. SIGMOD 2012:85-96.
Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng. Pass-Join: A Partition-based Method for Similarity Joins. PVLDB, 2012:253-264.
Ju Fan, Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu. SEAL Spatio-textual Similarity Search. PVLDB 2012:824-835.
Guoliang Li, Jing Xu, Jianhua Feng. Desks: Direction-Aware Spatial Keyword Search. ICDE, 2012:474-485.
Dong Deng, Guoliang Li, Jianhua Feng. An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints. ICDE, 2012:762-773.
Weihuang Huang, Guoliang Li, Kian-lee Tan, Jianhua Feng. Efficient Safe-Region Construction for Moving Top-K Spatial Keyword Queries. CIKM 2012:932-941.
Ruicheng Zhong, Ju Fan, Guoliang Li, Kian-lee Tan, Lizhu Zhou. Location-Aware Instant Search. CIKM, 2012:385-394.
Jiannan Wang, Guoliang Li, Jeffrey Xu Yu, Jianhua Feng. Entity Matching: How Similar Is Similar. PVLDB 2011:622-633.
Guoliang Li, Dong Deng, Jianhua Feng. Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction. SIGMOD Conference 2011:529-540.
Dongzhe Ma, Jianhua Feng, Guoliang Li. LazyFTL: A Page-level Flash Translation Layer Optimized for NAND Flash Memory. SIGMOD Conference 2011:1-12.
Ju Fan, Guoliang Li, Lizhu Zhou. Interactive SQL Query Suggestion: Making Databases User-Friendly. ICDE 2011:351-362.
Jiannan Wang, Guoliang Li, Jianhua Feng. Fast-Join: An Efficient Method for Fuzzy Token Matching based String Similarity Join. ICDE 2011:458-469
Guoliang Li, Ju Fan, Hao Wu, Jiannan Wang, Jianhua Feng. DBease: Making Databases User-Friendly and Easily Accessible. CIDR 2011, pp:45-56.
Jiannan Wang, Guoliang Li, Jianhua Feng. Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints. PVLDB 2010, pp:1219-1230.
Hao Wu, Guoliang Li, Chen Li, Lizhu Zhou. Seaform: Search-As-You-Type in Forms. PVLDB 2010:1565-1568. (Demo Paper)
Guoliang Li, Shengyue Ji, Jiannan Wang, Chen Li, Jianhua Feng. Efficient Fuzzy Type-Ahead Search in TASTIER. ICDE 2010: 1105-1108. (Demo Paper)
Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng. Efficient Type-Ahead Search on Relational Data: a TASTIER Approach. SIGMOD Conference 2009:695-706.
Shengyue Ji, Guoliang Li, Chen Li, Jianhua Feng. Effecive Fuzzy Interactive Search. WWW 2009: 371-380.
Guoliang Li, Xiaofang Zhou, Jianhua Feng, Jianyong Wang. Progressive Top-k Keyword Search in Relational Database. ICDE 2009:1183-1186. (Short)
Mei Hui, Guoliang Li, Yuan Zhou, Dawei Jiang. Supporting Database Applications as a Service. ICDE 2009:832-843.
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)
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.
Bei Yu, Guoliang Li, Karen Sollins, Anthony K. H. Tung. Effective Keyword-based Selection of Relational Databases. SIGMOD Conference 2007:139-150.
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.
Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. Efficient Keyword Search for Valuable LCAs over XML Documents. CIKM 2007:31-40.
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.
JOURNAL PAPERS
Xuanhe Zhou, Zhaoyan Sun, Guoliang Li. DB-GPT: Large Language Model Meets Database. Data Science and Engineering 2023. New
Yue Han, Guoliang Li, Haitao Yuan, Ji Sun. AutoView: An Autonomous Materialized View Management System with Encoder-Reducer. TKDE 2022. New
Yong Wang, Kaiyu Li, Guoliang Li, Nan Tang. Road-Aware Indexing for Trajectory Range Queries. TKDE 2022. New
Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Xiang Yu, Mourad Ouzzani. Interactively discovering and ranking desired tuples by data exploration. VLDB Journal 2022. New
Ji Zhang, Ke Zhou, Guoliang Li, Yu Liu, Ming Xie, Bin Cheng, Jiashu Xing. CDBTune+: An efficient deep reinforcement learning-based automatic cloud database tuning system. VLDB J. 30(6): 959-987 (2021).
Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng, Ning Wang. Mis-categorized entities detection. VLDB J. 30(4): 515-536 (2021).
Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Chengliang Chai. Steerable Self-driving Data Visualization. IEEE Transactions on Knowledge and Data Engineering (TKDE).
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng,Zhipeng Huang,Yudian Zheng. A Crowdsourcing Framework for Collecting Tabular Data. IEEE Transactions on Knowledge and Data Engineering (TKDE) 2020.
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo. CrowdChart: Crowdsourced Data Extractionfrom Visualization Charts. IEEE Transactions on Knowledge and Data Engineering (TKDE) 2020.
Kaiyu Li, Yong Zhang, Guoliang Li, Wenbo Tao, Ying Yan. Bounded Approximate Query Processing. IEEE Transactions on Knowledge and Data Engineering (TKDE) 28(9): 2296-2319 (2018).
Shuang Hao, Nan Tang, Guoliang Li,Jianhua Feng. Distilling Relations using Knowledge Bases. VLDB Journal 27(4): 497-519 (2018).
Chengliang Chai, Guoliang Li,Jian Li, Dong Deng,Jianhua Feng. A Partial-Order-Based Framework for Cost-Effective Crowdsourced Entity Resolution. VLDB Journal 27(6): 745-770 (2018).
Na Ta, Guoliang Li, Tianyu Zhao, Jianhua Feng, Hanchao Ma, Zhiguo Gong. An Efficient Ride-Sharing Framework for Maximizing Shared Route. IEEE Transactions on Knowledge and Data Engineering (TKDE) 30(2): 219-233 (2018)
Guoliang Li, Meihui Zhang, Beng Chin Ooi. Towards a Unified Graph Model for Supporting Data Management and Usable Machine Learning. IEEE Data Eng. Bull. 40(3): 42-51 (2017)
Shuang Hao, Nan Tang, Guoliang Li, Na Ta, Jianhua Feng. A Novel Cost-Based Model for Data Repairing. IEEE Transactions on Knowledge and Data Engineering (TKDE) 29(4): 727-742 (2017).
Na Ta, Guoliang Li, Jianhua Feng. Signature-Based Trajectory Similarity Join. IEEE Transactions on Knowledge and Data Engineering (TKDE) 29(4): 870-883 (2017).
Minghe Yu, Jin Wang, Guoliang Li, Yong Zhang, Dong Deng, Jianhua Feng. A unified framework for string similarity search with edit-distance constraint. VLDB Journal 26(2): 249-274 (2017).
Zeyuan Shang, Yaxiao Liu, Guoliang Li, Jianhua Feng. K-Join: Knowledge-Aware Similarity Join. IEEE Transactions on Knowledge and Data Engineering (TKDE) 28(12): 3293-3308 (2016).
Huiqi Hu, Guoliang Li, Zhifeng Bao, Jianhua Feng, Zhiguo Gong. Top-k Spatio-Textual Similarity Join. IEEE Transactions on Knowledge and Data Engineering (TKDE) 28(2): 551-565 (2016).
Dong Deng, Guoliang Li, Jianhua Feng, Yi Duan, Zhiguo Gong. A Unified Framework for Approximate Dictionary-based Entity Extraction. VLDB Journal 24(1): 143-167 (2015).
Zhifeng Bao, Yong Zeng, Tok Wang Ling, Dongxiang Zhang, Guoliang Li, H. V. Jagadish. A general framework to resolve the MisMatch problem in XML keyword search. VLDB Journal 24(4): 493-518 (2015).
Ruicheng Zhong, Guoliang Li, Kian-lee Tan, Lizhu Zhou, Zhiguo Gong. G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks. IEEE Transactions on Knowledge and Data Engineering (TKDE) 27(8): 2175-2189 (2015).
Minghe Yu, Guoliang Li, Ting Wang, Jianhua Feng, Zhiguo Gong. Efficient Filtering Algorithms for Location-Aware Publish/Subscribe. IEEE Transactions on Knowledge and Data Engineering (TKDE) 27(4): 950-963 (2015).
Jiannan Wang, Guoliang Li, Jianhua Feng. Extending String Similarity Join to Tolerant Fuzzy Token Matching. ACM Trans. Database Systtem (TODS) 39(1): 7:1-7:45 (2014).
Weiwei Hu, Guoliang Li, Jiacai Ni, Dalie Sun, Kian-lee Tan. Bp-tree: A Predictive B+-tree for Reducing Writes on Phase Change Memory. IEEE Transactions on Knowledge and Data Engineering (TKDE) 26(10): 2368-2381 (2014).
Jiacai Ni, Guoliang Li, Lijun Wang, Jianhua Feng. Adaptive Database Schema Design for Multi-Tenant Data Management. IEEE Transactions on Knowledge and Data Engineering (TKDE) 26(9): 2079-2093 (2014).
Sitong Liu, Guoliang Li, Jianhua Feng. A Prefix-Filter based Method for Spatio-Textual Similarity Join. IEEE Transactions on Knowledge and Data Engineering (TKDE) 26(10): 2354-2367 (2014).
Guoliang Li, Dong Deng, Jianhua Feng. Pass-Join+: A Partition-based Method for String Similarity Joins with Edit-Distance Constraints. ACM Transactions on Database Systems (TODS), 38(2) 9:1-40, 2013.
Guoliang Li, Jianhua Feng, Chen Li. Supporting Search-As-You-Type Using SQL in Databases. IEEE Transactions on Knowledge and Data Engineering (TKDE), 25(2): 461-475 (2013).
Yang Cao, Ju Fan, Guoliang Li. A User-Friendly Patent Search Paradigm. IEEE Transactions on Knowledge and Data Engineering (TKDE) 25(6): 1439-1443 (2013).
Jianhua Feng, Jiannan Wang, Guoliang Li. Trie-join: a trie-based method for efficient string similarity joins. The VLDB Journal, 21(4):437-461 (2012).
Jianhua Feng, Guoliang Li. Efficient Fuzzy Type-Ahead Search in XML Data. IEEE Transactions on Knowledge and Data Engineering (TKDE), 24(5):882-895 (2012).
Jianhua Feng, Guoliang Li, Jianyong Wang. Finding Top-k Answers in Keyword Search over Relational Databases Using Tuple Units. IEEE Transactions on Knowledge and Data Engineering (TKDE), 23(12):1781-1794 (2011).
Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng. Efficient Fuzzy Full-Text Type-Ahead Search. The VLDB Journal, 20(4):617-640 (2011).
Guoliang Li, Jianhua Feng, Beng Chin Ooi, Jianyong Wang, and Lizhu Zhou. An effective 3-in-1 keyword search method over heterogenous data sources. Information Systems, 36(2):248-266 (2011).
Guoliang Li, Jianhua Feng, Xiaofang Zhou, Jianyong Wang. Providing Built-in Keyword Search Capabilities in RDBMS. The VLDB Journal, 20(1):1-19 (2011).
Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. KEMB: A Keyword-Based XML Message Broker. IEEE Transactions on Knowledge and Data Engineering (TKDE), 23(7):1035-1049 (2011).
Jiannan Wang, Inci Cetindil, Shengyue Ji, Chen Li, Xiaohui Xie, Guoliang Li, and Jianhua Feng. Interactive and fuzzy search: a dynamic way to explore MEDLINE. Bioinformatics 26(18): 2313-2320 (2010).
Jianhua Feng, Guoliang Li, Jianyong Wang, and Lizhu Zhou. Finding and ranking compact connected trees for effective keyword proximity search in XML documents. Information Systems, 35(2):186-203 (2010).
Guoliang Li, Chen Li, Jianhua Feng, and Lizhu Zhou. SAIL: Structure-Aware Indexing for Effective and Progressive Top-k Keyword Search over XML Documents. Information Sciences, 179(21):3745-3762 (2009).
Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. Incremental Sequence-Based Frequent Query Pattern Mining from XML Queries. Int. J. Data Mining and Knowledge Discovery, 18(3):472-516 (2009). (DMKD, Springer Science).
SURVEY PAPERS
Xinyang Zhao, Xuanhe Zhou, Guoliang Li. Automatic Database Knob Tuning: A Survey. TKDE (2023). New
Haowen Dong, Chao Zhang, Guoliang Li. 云原生数据库综述. 软件学报 (2023). New
Yuyu Luo, Xuedi Qin, Yupeng Xie, Guoliang Li. 智能数据可视分析综述. 软件学报 (2023). New
Chao Zhang, Guoliang Li, Jianhua Feng, Jintao Zhang. HTAP 数据库关键技术综述. 软件学报 (2022).
Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun. Database Meets AI: A Survey. IEEE Transactions on Knowledge and Data Engineering (TKDE) 28(9): 2296-2319 (2020).
Xuedi Qin, Yuyu Luo, Nan Tang Guoliang Li. Making Data Visualization More Efficient and Effective: A Survey. VLDB Journal 27(4): 497-519 (2020).
Guoliang Li, Jiannan Wang, Yudian Zheng, Michael Franklin. Crowdsourced Data Management: A Survey. IEEE Transactions on Knowledge and Data Engineering (TKDE) 28(9): 2296-2319 (2016).
Minghe Yu, Guoliang Li, Dong Deng, Jianhua Feng. String Similarity Search and Join: A Survey. FCS, 2015.
Dongzhe Ma, Jianhua Feng, Guoliang Li. A Survey of Address Translation Technologies for Flash Memories. ACM Computing Surveys, 46(3):36, 2014.
Kaiyu Li, Guoliang Li. Approximate Query Processing: What is New and Where to Go? - A Survey on Approximate Query Processing.. Data Science and Engineering 3(4): 379-397 (2018).
Guoliang Li, Xuanhe Zhou. Survey of Data Management Techniques for Supporting Artificial Intelligence. Journal of Software, 2019 (面向AI的数据管理技术综述，软件学报)
Guoliang Li, Xuanhe Zhou. XuanYuan: An AI-native Database Systems. Journal of Software, 2019 (AI原生数据库系统. 软件学报,31(3):831-844 )
Guoliang Li, Xuanhe Zhou. Survey of Data Management Techniques for Supporting Artificial Intelligence. Journal of Computer, 2019 (基于机器学习的数据库技术综述，计算机学报)
Guoliang Li, Xuanhe Zhou. A Survey on Crowdsourced Databases. Journal of Computer, 2020 (众包数据库综述，计算机学报)
Jianhong Feng, Guoliang Li, Jianhua Feng. A Survey on Crowdsourced Data Management. Journal of Computer, 2015 (众包数据管理综述，计算机学报)
Yan Zhuang, Guoliang Li. A Survey on Entity Matching of Knowledge Base. Journal of Computer Research and Development, 2016 (知识库实体对齐，计算机研究与发展)
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