Jintao Zhang, Guoliang Li, Chao Zhang, Chengliang Chai. PACE: Poisoning Attacks on Learned Cardinality Estimation. SIGMOD 2024. New Pdf
Yihang Zheng, Chen Lin, Xian Lyu, Xuanhe Zhou, Guoliang Li, Tianqing Wang. Robustness of Updatable Learning-based Index Advisors. SIGMOD 2024. New Pdf
Tongyu Liu, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du. Controllable Tabular Data Synthesis Using Diffusion Models. SIGMOD 2024. New
Jiaming Liang, Lei Cao, Samuel Madden, Zack Ives, Guoliang Li. RITA: Group Attention is All You Need for Timeseries Analytics. SIGMOD 2024. New
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. New Pdf
Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang. The Dawn of Natural Language to SQL: Are We Fully Ready?. VLDB 2024. New Pdf
Yupeng Xie, Yuyu Luo,Guoliang Li, Nan Tang. HAIChart: Human and AI Paired Visualization System.. VLDB 2024. New Pdf
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li. Breaking It Down: An In-depth Study of Index Advisors. VLDB 2024. New 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) New Pdf Code
Chao Zhang, Guoliang Li, Tao Lv. HyBench: A New Benchmark for HTAP Databases. VLDB 2024. New Pdf
Yiwei Chen, Kaiyu Li, Guoliang Li, Yong Wang. Contributions Estimation in Federated Learning: A Comprehensive Experimental Evaluation. VLDB 2024. New Pdf
Haitao Yuan, Gao Cong, Guoliang Li. Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network. VLDB 2024. New 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. New 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. New Pdf
Guoliang Li, Xuanhe Zhou, Xinyang Zhao. LLM for Data Management. VLDB Tutorial 2024. New Pdf
Xinyang Zhao, Xuanhe Zhou, Guoliang Li. Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs. VLDB Demo 2024. New 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. New Pdf
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li. TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation. ICDE 2024. New Pdf Code
Yong Wang, Kaiyu Li, Guoliang Li, Yunyan Guo, Zhuo Wan. Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning. ICDE 2024. New 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. New
Yunyan Guo, Guoliang Li. A CXL-Powered Database System: Opportunities and Challenges. ICDE 2024. New Pdf
Xin Tang, Chengliang Chai, Guoliang Li, et al. Separation Is for Better Reunion: Data Lake Storage at Huawei. ICDE 2024. New Pdf
Shuai Huang, Yong Wang, Guoliang Li. ACR-Tree: Constructing R-Trees Using Deep Reinforcement Learning. DASFAA 2023. (Best Paper Award) New 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. 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, 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) 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. (SIGMOD Research Highlight Award) 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. (Best Industry Paper Runnerup) Pdf Code
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
Xuanhe Zhou, Guoliang Li, et al. A Learned Query Rewrite System. VLDB Demo 2023. New 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. 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. 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
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. Pdf Link
Henan Wang, Guoliang Li, Jianhua Feng. Group-Based Personalized Location Recommendation on Social Networks. APWeb 2014: 68-80. (Best Paper Award) Link
Jianhong Feng, Guoliang Li, Jianhua Feng. Incremental Quality Inference in Crowdsourcing. DASFAA (2) 2014: 453-467. (Best Paper Runnerup) Link
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
Guoliang Li, Ting Wang, Jianhua Feng. Location-Aware Publish/Subscribe. SIGKDD 2013:802-810. Pdf Link
Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng. Leveraging Transitive Relations for Crowdsourced Joins. SIGMOD 2013:229-240. Pdf Link
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
Dong Deng, Guoliang Li, Jianhua Feng. Top-k String Similarity Search with Edit-Distance Constraints. ICDE 2013:925-936. Pdf Link Slide Code
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
Guoliang Li, Jiannan Wang, Chen Li, Jianhua Feng. Supporting Efficient Top-k Queries in Fuzzy Type-Ahead Search. SIGIR, 2012: 355-364. Pdf Link
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
Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng. Pass-Join: A Partition-based Method for Similarity Joins. PVLDB, 2012:253-264. Pdf Link
Ju Fan, Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu. SEAL Spatio-textual Similarity Search. PVLDB 2012:824-835. Pdf Link
Guoliang Li, Jing Xu, Jianhua Feng. Desks: Direction-Aware Spatial Keyword Search. ICDE, 2012:474-485. Pdf Link
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
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
Ruicheng Zhong, Ju Fan, Guoliang Li, Kian-lee Tan, Lizhu Zhou. Location-Aware Instant Search. CIKM, 2012:385-394. Pdf Link
Jiannan Wang, Guoliang Li, Jeffrey Xu Yu, Jianhua Feng. Entity Matching: How Similar Is Similar. PVLDB 2011:622-633. Pdf Link
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
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
Ju Fan, Guoliang Li, Lizhu Zhou. Interactive SQL Query Suggestion: Making Databases User-Friendly. ICDE 2011:351-362. Pdf Link
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
Guoliang Li, Ju Fan, Hao Wu, Jiannan Wang, Jianhua Feng. DBease: Making Databases User-Friendly and Easily Accessible. CIDR 2011, pp:45-56. Pdf
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
Hao Wu, Guoliang Li, Chen Li, Lizhu Zhou. Seaform: Search-As-You-Type in Forms. PVLDB 2010:1565-1568. (Demo Paper) Pdf Link
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
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
Shengyue Ji, Guoliang Li, Chen Li, Jianhua Feng. Effecive Fuzzy Interactive Search. WWW 2009: 371-380. Pdf
Guoliang Li, Xiaofang Zhou, Jianhua Feng, Jianyong Wang. Progressive Top-k Keyword Search in Relational Database. ICDE 2009:1183-1186. (Short) Pdf
Mei Hui, Guoliang Li, Yuan Zhou, Dawei Jiang. Supporting Database Applications as a Service. ICDE 2009:832-843. Pdf
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
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
Bei Yu, Guoliang Li, Karen Sollins, Anthony K. H. Tung. Effective Keyword-based Selection of Relational Databases. SIGMOD Conference 2007:139-150. Pdf
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
Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou. Efficient Keyword Search for Valuable LCAs over XML Documents. CIKM 2007:31-40. Pdf
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.
James Jie Pan, Guoliang Li. Fast and Scalable Ridesharing Search. IEEE TKDE 2024. New Pdf
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li. Cardinality estimation using normalizing flow. VLDBJ 2024. New Pdf
Yue Han, Guoliang Li, Haitao Yuan, Ji Sun. AutoView: An Autonomous Materialized View Management System with Encoder-Reducer. TKDE 2022. New Pdf
Yong Wang, Kaiyu Li, Guoliang Li, Nan Tang. Road-Aware Indexing for Trajectory Range Queries. TKDE 2022. New Pdf
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 Pdf
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). Pdf
Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng, Ning Wang. Mis-categorized entities detection. VLDB J. 30(4): 515-536 (2021). Pdf
Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Chengliang Chai. Steerable Self-driving Data Visualization. IEEE Transactions on Knowledge and Data Engineering (TKDE). Pdf
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. Pdf
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo. CrowdChart: Crowdsourced Data Extractionfrom Visualization Charts. IEEE Transactions on Knowledge and Data Engineering (TKDE) 2020. Pdf
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). Pdf
Shuang Hao, Nan Tang, Guoliang Li,Jianhua Feng. Distilling Relations using Knowledge Bases. VLDB Journal 27(4): 497-519 (2018). Pdf Link
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). Pdf Link
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) Pdf Link
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) Pdf
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). Pdf Link
Na Ta, Guoliang Li, Jianhua Feng. Signature-Based Trajectory Similarity Join. IEEE Transactions on Knowledge and Data Engineering (TKDE) 29(4): 870-883 (2017). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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). Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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. Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng. Efficient Fuzzy Full-Text Type-Ahead Search. The VLDB Journal, 20(4):617-640 (2011). Pdf Link
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). Pdf Link
Guoliang Li, Jianhua Feng, Xiaofang Zhou, Jianyong Wang. Providing Built-in Keyword Search Capabilities in RDBMS. The VLDB Journal, 20(1):1-19 (2011). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
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). Pdf Link
James Pan, Jianguo Wang, Guoliang Li, . Survey of vector database management systems. VLDB J, Volume 33, pages 1591–1615, (2024). New Pdf
Yang Wu, Xuanhe Zhou, Yong Zhang, Guoliang Li. Automatic Index Tuning: A Survey. TKDE (2024). New Pdf
Haowen Dong, Chao Zhang, Guoliang Li, Huanchen Zhang. Cloud-Native Databases: A Survey. TKDE (2024). New Pdf
Chao Zhang, Guoliang Li, Jintao Zhang, Xinning Zhang, Jianhua Feng. HTAP Databases: A Survey. TKDE (2024). New Pdf
Xuanhe Zhou, Zhaoyan Sun, Guoliang Li. DB-GPT: Large Language Model Meets Database. Data Science and Engineering 2023. New Pdf
Chengliang Chai, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li. Data Management for Machine Learning: A Survey. TKDE (2023). New Pdf
Xinyang Zhao, Xuanhe Zhou, Guoliang Li. Automatic Database Knob Tuning: A Survey. TKDE (2023). New Pdf
Haowen Dong, Chao Zhang, Guoliang Li. 云原生数据库综述. 软件学报 (2023). New Pdf
Yuyu Luo, Xuedi Qin, Yupeng Xie, Guoliang Li. 智能数据可视分析综述. 软件学报 (2023). New Pdf
Chao Zhang, Guoliang Li, Jianhua Feng, Jintao Zhang. HTAP 数据库关键技术综述. 软件学报 (2022). Pdf
Xiang Yu, Chengliang Chai, Xinning Zhang, Nan Tang, Ji Sun, Guoliang Li. AlphaQO: 鲁棒的学习型查询优化器. 软件学报 (2022). New Pdf
Zeping Niu, Guoliang Li. 数据库内AI模型优化. 软件学报 (2021). New Pdf
Lianyuan Jin, Guoliang Li. 使用人工智能方法的数据库智能诊断. 软件学报 (2021). New Pdf
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). Pdf
Xuedi Qin, Yuyu Luo, Nan Tang Guoliang Li. Making Data Visualization More Efficient and Effective: A Survey. VLDB Journal 27(4): 497-519 (2020). Pdf Link
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). Pdf Link Dataset Long
Minghe Yu, Guoliang Li, Dong Deng, Jianhua Feng. String Similarity Search and Join: A Survey. FCS, 2015. Pdf Link
Dongzhe Ma, Jianhua Feng, Guoliang Li. A Survey of Address Translation Technologies for Flash Memories. ACM Computing Surveys, 46(3):36, 2014. Pdf Link
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). Pdf Link
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) Pdf Link
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 ) Pdf Link
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) Pdf Link
Chengliang Chai, Guoliang Li, Tianyu Zhao, Yuyu Luo, Minghe Yu. A Survey on Crowdsourced Databases. Journal of Computer, 2020 (众包数据库综述,计算机学报) Pdf Link
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) Pdf Link
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) Pdf Link