Guoliang Li

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 235

Top Venues

ICDE

Proc. VLDB Endow.

SIGMOD Conference

IEEE Trans. Knowl. Data Eng.

Publications

Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems. VLDB J. 33 (5) (2024)
Ju Fan, Jianhong Tu, Guoliang Li, Peng Wang, Xiaoyong Du, Xiaofeng Jia, Song Gao, Nan Tang
Unicorn: A Unified Multi-Tasking Matching Model. SIGMOD Rec. 53 (1) (2024)
Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai
PACE: Poisoning Attacks on Learned Cardinality Estimation. Proc. ACM Manag. Data 2 (1) (2024)
Tongyu Liu, Ju Fan, Guoliang Li, Nan Tang, Xiaoyong Du
Tabular data synthesis with generative adversarial networks: design space and optimizations. VLDB J. 33 (2) (2024)
Lijie Xu, Chulin Xie, Yiran Guo, Gustavo Alonso, Bo Li, Guoliang Li, Wei Wang, Wentao Wu, Ce Zhang
TablePuppet: A Generic Framework for Relational Federated Learning. CoRR (2024)
James Jie Pan, Jianguo Wang, Guoliang Li
Vector Database Management Techniques and Systems. SIGMOD Conference Companion (2024)
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. Proc. VLDB Endow. 17 (7) (2024)
James Jie Pan, Jianguo Wang, Guoliang Li
Survey of vector database management systems. VLDB J. 33 (5) (2024)
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)
Yunyan Guo, Guoliang Li
A CXL- Powered Database System: Opportunities and Challenges. ICDE (2024)
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang
TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation. ICDE (2024)
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li
Cardinality estimation using normalizing flow. VLDB J. 33 (2) (2024)
Tongyu Liu, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du
Controllable Tabular Data Synthesis Using Diffusion Models. Proc. ACM Manag. Data 2 (1) (2024)
Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang
The Dawn of Natural Language to SQL: Are We Fully Ready? CoRR (2024)
Jiaming Liang, Lei Cao, Samuel Madden, Zack Ives, Guoliang Li
RITA: Group Attention is All You Need for Timeseries Analytics. Proc. ACM Manag. Data 2 (1) (2024)
Yihang Zheng, Chen Lin, Xian Lyu, Xuanhe Zhou, Guoliang Li, Tianqing Wang
Robustness of Updatable Learning-based Index Advisors against Poisoning Attack. Proc. ACM Manag. Data 2 (1) (2024)
Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang
HAIChart: Human and AI Paired Visualization System. CoRR (2024)
Jiesong Liu, Feng Zhang, Lv Lu, Chang Qi, Xiaoguang Guo, Dong Deng, Guoliang Li, Huanchen Zhang, Jidong Zhai, Hechen Zhang, Yuxing Chen, Anqun Pan, Xiaoyong Du
G-Learned Index: Enabling Efficient Learned Index on GPU. IEEE Trans. Parallel Distributed Syst. 35 (6) (2024)
Xuanhe Zhou, Zhaoyan Sun, Guoliang Li
DB-GPT: Large Language Model Meets Database. Data Sci. Eng. 9 (1) (2024)
Chao Zhang, Guoliang Li, Tao Lv
HyBench: A New Benchmark for HTAP Databases. Proc. VLDB Endow. 17 (5) (2024)
Yuyu Luo, Yihui Zhou, Nan Tang, Guoliang Li, Chengliang Chai, Leixian Shen
Learned Data-aware Image Representations of Line Charts for Similarity Search. Proc. ACM Manag. Data 1 (1) (2023)
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang
Demonstration of ViTA: Visualizing, Testing and Analyzing Index Advisors. CIKM (2023)
Tianyu Zhao, Chengliang Chai, Jiabin Liu, Guoliang Li, Jianhua Feng, Zitao Liu
A Topic-Aware Data Generation Framework for Math Word Problems. DASFAA (4) (2023)
Xinyang Zhao, Xuanhe Zhou, Guoliang Li
Automatic Database Knob Tuning: A Survey. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Zhaoyan Sun, Xuanhe Zhou, Guoliang Li
Learned Index: A Comprehensive Experimental Evaluation. Proc. VLDB Endow. 16 (8) (2023)
Jiaming Liang, Lei Cao, Samuel Madden, Zachary G. Ives, Guoliang Li
RITA: Group Attention is All You Need for Timeseries Analytics. CoRR (2023)
Xuanhe Zhou, Cheng Chen, Kunyi Li, Bingsheng He, Mian Lu, Qiaosheng Liu, Wei Huang, Guoliang Li, Zhao Zheng, Yuqiang Chen
FEBench: A Benchmark for Real-Time Relational Data Feature Extraction. Proc. VLDB Endow. 16 (12) (2023)
Yong Wang, Kaiyu Li, Guoliang Li, Nan Tang
Road-Aware Indexing for Trajectory Range Queries. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Yue Han, Guoliang Li, Haitao Yuan, Ji Sun
$\mathtt {AutoView}$: An Autonomous Materialized View Management System With Encoder-Reducer. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang, Xiang Yu
HOFD: An Outdated Fact Detector for Knowledge Bases. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen
DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads. ICDE (2023)
Chengliang Chai, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li
Data Management for Machine Learning: A Survey. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Yanfeng Zhang, Weixing Zhou, Yang Ren, Sihao Li, Guoliang Li, Ge Yu
Towards Transaction as a Service. CoRR (2023)
Shuai Huang, Yong Wang, Guoliang Li
ACR-Tree: Constructing R-Trees Using Deep Reinforcement Learning. DASFAA (1) (2023)
Xuanhe Zhou, Guoliang Li, Jianming Wu, Jiesi Liu, Zhaoyan Sun, Xinning Zhang
A Learned Query Rewrite System. Proc. VLDB Endow. 16 (12) (2023)
Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data. Proc. ACM Manag. Data 1 (2) (2023)
Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai
AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation. ICDE (2023)
Guoliang Li, Nan Tang, Chengliang Chai
Preface. J. Comput. Sci. Technol. 37 (5) (2022)
Xiang Yu, Chengliang Chai, Guoliang Li, Jiabin Liu
Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection. Proc. VLDB Endow. 15 (13) (2022)
Yong Wang, Guoliang Li, Kaiyu Li, Haitao Yuan
A Deep Generative Model for Trajectory Modeling and Utilization. Proc. VLDB Endow. 16 (4) (2022)
Lixi Zhang, Chengliang Chai, Xuanhe Zhou, Guoliang Li
LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning. SIGMOD Conference (2022)
Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo
Selective Data Acquisition in the Wild for Model Charging. Proc. VLDB Endow. 15 (7) (2022)
Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du
Domain Adaptation for Deep Entity Resolution. SIGMOD Conference (2022)
Guoliang Li, Haowen Dong, Chao Zhang
Cloud Databases: New Techniques, Challenges, and Opportunities. Proc. VLDB Endow. 15 (12) (2022)
Guoliang Li, Chao Zhang
HTAP Databases: What is New and What is Next. SIGMOD Conference (2022)
Haitao Yuan, Guoliang Li, Zhifeng Bao
Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity. Proc. VLDB Endow. 16 (3) (2022)
Haoda Li, Qiyang Song, Guoliang Li, Qi Li, Rengui Wang
GPSC: A Grid-Based Privacy-Reserving Framework for Online Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, Guoliang Li
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning. Proc. VLDB Endow. 16 (1) (2022)
Tianyu Zhao, Shuai Huang, Yong Wang, Chengliang Chai, Guoliang Li
RNE: computing shortest paths using road network embedding. VLDB J. 31 (3) (2022)
Rong Zhu, Ziniu Wu, Chengliang Chai, Andreas Pfadler, Bolin Ding, Guoliang Li, Jingren Zhou
Learned Query Optimizer: At the Forefront of AI-Driven Databases. EDBT (2022)
Na Ta, Kaiyu Li, Yi Yang, Fang Jiao, Zheng Tang, Guoliang Li
Evaluating Public Anxiety for Topic-Based Communities in Social Networks. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li
Steerable Self-Driving Data Visualization. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Yuyu Luo, Nan Tang, Guoliang Li, Jiawei Tang, Chengliang Chai, Xuedi Qin
Natural Language to Visualization by Neural Machine Translation. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Wentao Wang, Guowei Xu, Wenbiao Ding, Gale Yan Huang, Guoliang Li, Jiliang Tang, Zitao Liu
Representation Learning From Limited Educational Data With Crowdsourced Labels. IEEE Trans. Knowl. Data Eng. 34 (6) (2022)
Yuanbing Li, Xian Wu, Yifei Jin, Jian Li, Guoliang Li, Jianhua Feng
Adapative algorithms for crowd-aided categorization. VLDB J. 31 (6) (2022)
Xiang Yu, Chengliang Chai, Xinning Zhang, Nan Tang, Ji Sun, Guoliang Li
AlphaQO: Robust Learned Query Optimizer. Int. J. Softw. Informatics 12 (1) (2022)
Jianhong Tu, Xiaoyue Han, Ju Fan, Nan Tang, Chengliang Chai, Guoliang Li, Xiaoyong Du
DADER: Hands-Off Entity Resolution with Domain Adaptation. Proc. VLDB Endow. 15 (12) (2022)
Guoliang Li, Xuanhe Zhou
Machine Learning for Data Management: A System View. ICDE (2022)
Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun
Database Meets Artificial Intelligence: A Survey. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani
Interactively discovering and ranking desired tuples by data exploration. VLDB J. 31 (4) (2022)
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu
Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE (2022)
Xuanhe Zhou, Guoliang Li, Chengliang Chai, Jianhua Feng
A Learned Query Rewrite System using Monte Carlo Tree Search. Proc. VLDB Endow. 15 (1) (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)
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Samuel Madden, Mourad Ouzzani
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation. Proc. VLDB Endow. 14 (8) (2021)
Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani
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)
Lei Cao, Dongqing Xiao, Yizhou Yan, Samuel Madden, Guoliang Li
ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee. Proc. VLDB Endow. 14 (12) (2021)
Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng, Ning Wang
Mis-categorized entities detection. VLDB J. 30 (4) (2021)
Ji Zhang, Ke Zhou, Guoliang Li, Yu Liu, Ming Xie, Bin Cheng, Jiashu Xing
$\hbox {CDBTune}^{+}$: An efficient deep reinforcement learning-based automatic cloud database tuning system. VLDB J. 30 (6) (2021)
Guoliang Li, Xuanhe Zhou, Lei Cao
Machine Learning for Databases. Proc. VLDB Endow. 14 (12) (2021)
Tongyu Liu, Ju Fan, Yinqing Luo, Nan Tang, Guoliang Li, Xiaoyong Du
Adaptive Data Augmentation for Supervised Learning over Missing Data. Proc. VLDB Endow. 14 (7) (2021)
Guoliang Li, Xuanhe Zhou, Ji Sun, Xiang Yu, Yue Han, Lianyuan Jin, Wenbo Li, Tianqing Wang, Shifu Li
openGauss: An Autonomous Database System. Proc. VLDB Endow. 14 (12) (2021)
Guoliang Li, Dong Deng, Ju Fan
Preface. J. Comput. Sci. Technol. 36 (4) (2021)
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
CrowdChart: Crowdsourced Data Extraction From Visualization Charts. IEEE Trans. Knowl. Data Eng. 33 (11) (2021)
Guoliang Li, Xuanhe Zhou, Lei Cao
AI Meets Database: AI4DB and DB4AI. SIGMOD Conference (2021)
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li
FACE: A Normalizing Flow based Cardinality Estimator. Proc. VLDB Endow. 15 (1) (2021)
Guoliang Li, Xuanhe Zhou, Lei Cao
Machine Learning for Databases. AIMLSystems (2021)
Ji Sun, Jintao Zhang, Zhaoyan Sun, Guoliang Li, Nan Tang
Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation. Proc. VLDB Endow. 15 (1) (2021)
Shuai Huang, Yong Wang, Tianyu Zhao, Guoliang Li
A Learning-based Method for Computing Shortest Path Distances on Road Networks. ICDE (2021)
Yuyu Luo, Jiawei Tang, Guoliang Li
nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task. CoRR (2021)
Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng
An Effective Joint Prediction Model for Travel Demands and Traffic Flows. ICDE (2021)
Yuyu Luo, Nan Tang, Guoliang Li, Chengliang Chai, Wenbo Li, Xuedi Qin
Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks. SIGMOD Conference (2021)
Ji Sun, Guoliang Li, Nan Tang
Learned Cardinality Estimation for Similarity Queries. SIGMOD Conference (2021)
Haitao Yuan, Guoliang Li
A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation. Data Sci. Eng. 6 (1) (2021)
Xuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang, Guoliang Li
Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries. SIGMOD Conference (2020)
Ke Zhou, Yangtao Wang, Yu Liu, Yujuan Yang, Yifei Liu, Guoliang Li, Lianli Gao, Zhili Xiao
A framework for image dark data assessment. World Wide Web 23 (3) (2020)
Yuanbing Li, Xian Wu, Yifei Jin, Jian Li, Guoliang Li
Efficient Algorithms for Crowd-Aided Categorization. Proc. VLDB Endow. 13 (8) (2020)
Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng
Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter. SIGMOD Conference (2020)
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
Crowdsourcing-based Data Extraction from Visualization Charts. ICDE (2020)
Zhaoqiang Chen, Qun Chen, Boyi Hou, Zhanhuai Li, Guoliang Li
Towards Interpretable and Learnable Risk Analysis for Entity Resolution. SIGMOD Conference (2020)
Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang, Xiang Yu
Outdated Fact Detection in Knowledge Bases. ICDE (2020)
Gennady L. Andrienko, Natalia V. Andrienko, Steven Mark Drucker, Jean-Daniel Fekete, Danyel Fisher, Stratos Idreos, Tim Kraska, Guoliang Li, Kwan-Liu Ma, Jock D. Mackinlay, Antti Oulasvirta, Tobias Schreck, Heidrun Schumann, Michael Stonebraker, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed A. Sharaf
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications. EDBT/ICDT Workshops (2020)
Xuanhe Zhou, Ji Sun, Guoliang Li, Jianhua Feng
Query Performance Prediction for Concurrent Queries using Graph Embedding. Proc. VLDB Endow. 13 (9) (2020)
Jiasen Sun, Guoliang Li
Designing a double auction mechanism for the re-allocation of emission permits. Ann. Oper. Res. 291 (1) (2020)
Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du
A game-based framework for crowdsourced data labeling. VLDB J. 29 (6) (2020)
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng
A Crowdsourcing Framework for Collecting Tabular Data. IEEE Trans. Knowl. Data Eng. 32 (11) (2020)
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
Making data visualization more efficient and effective: a survey. VLDB J. 29 (1) (2020)
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li
VisClean: Interactive Cleaning for Progressive Visualization. Proc. VLDB Endow. 13 (12) (2020)
Shixun Huang, Zhifeng Bao, Guoliang Li, Yanghao Zhou, J. Shane Culpepper
Temporal Network Representation Learning via Historical Neighborhoods Aggregation. ICDE (2020)
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani
Relational Pretrained Transformers towards Democratizing Data Preparation [Vision]. CoRR (2020)

Guoliang Li.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Guoliang Li