Guoliang Li

474 papers A* 83A 23B 10C 2Journal 269Unranked 78
YearRankTypeTitle / Venue / Authors
2026 J jnl
Actively Learning Unified Embeddings for Joint Open Knowledge Base Canonicalization and Linking.
IEEE Trans. Knowl. Data Eng.
Binhan Yang, Junqing Gong, Wei Shen, Yinan Liu, Guoliang Li
2026 J jnl
AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora.
CoRR
Hai Lan, Tingting Wang, Zhifeng Bao, Guoliang Li, Daomin Ji, Ge Lee, Feng Luo, Zi Huang, Hailang Qiu, Gang Hua
2026 J jnl
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs.
CoRR
Wei Zhou, Jun Zhou, Haoyu Wang, Zhenghao Li, Qikang He, Shaokun Han, Guoliang Li, Xuanhe Zhou, Yeye He, Chunwei Liu, Zirui Tang, Bin Wang, Shen Tang, Kai Zuo, Yuyu Luo, Zhenzhe Zheng, Conghui He, Jingren Zhou, Fan Wu
2026 J jnl
Concurrency Control as a Service.
CoRR
Weixing Zhou, Yanfeng Zhang, Xinji Zhou, Zhiyou Wang, Zeshun Peng, Yang Ren, Sihao Li, Huanchen Zhang, Guoliang Li, Ge Yu
2026 J jnl
Data Agents: Levels, State of the Art, and Open Problems.
CoRR
Yuyu Luo, Guoliang Li, Ju Fan, Nan Tang
2026 J jnl
Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System.
CoRR
Xiang Zhang, Hongming Xu, Le Zhou, Wei Zhou, Xuanhe Zhou, Guoliang Li, Yuyu Luo, Changdong Liu, Guorun Chen, Jiang Liao, Fan Wu
2026 J jnl
GADE+: A Graph-Based Anchor-Enhanced Framework for Targeted Document Detection.
IEEE Trans. Knowl. Data Eng.
Haixu Wen, Wei Shen, Guoliang Li
2026 J jnl
Generating adversarial SQL queries for evaluating cardinality estimators.
VLDB J.
Lianyuan Jin, Guoliang Li, James Pan, Jianhua Feng
2026 J jnl
Human-Data Interaction, Exploration, and Visualization in the AI Era: Challenges and Opportunities.
CoRR
Jean-Daniel Fekete, Yifan Hu, Dominik Moritz, Arnab Nandi, Senjuti Basu Roy, Eugene Wu, Nikos Bikakis, George Papastefanatos, Panos K. Chrysanthis, Guoliang Li, Lingyun Yu
2026 J jnl
MoDora: Tree-Based Semi-Structured Document Analysis System.
CoRR
Bangrui Xu, Qihang Yao, Zirui Tang, Xuanhe Zhou, Yeye He, Shihan Yu, Qianqian Xu, Bin Wang, Guoliang Li, Conghui He, Fan Wu
2026 J jnl
Qute: Towards Quantum-Native Database.
CoRR
Muzhi Chen, Xuanhe Zhou, Wei Zhou, Bangrui Xu, Surui Tang, Guoliang Li, Bingsheng He, Yeye He, Yitong Song, Fan Wu
2026 J jnl
ST-Raptor: An Agentic System for Semi-Structured Table QA.
CoRR
Jinxiu Qu, Zirui Tang, Hongzhang Huang, Boyu Niu, Wei Zhou, Jiannan Wang, Yitong Song, Guoliang Li, Xuanhe Zhou, Fan Wu
2026 J jnl
Synthesizing tables for supervised learning.
Frontiers Comput. Sci.
Yaoyu Zhu, Guoliang Li, Jianhua Feng, Nan Tang
2026 J jnl
TableMark: A Multi-bit Watermark for Synthetic Tabular Data.
CoRR
Yuyang Xia, Yaoqiang Xu, Chen Qian, Yang Li, Guoliang Li, Jianhua Feng
2026 J jnl
TablePuppet: Towards a Generic Framework for Learning over Relational Tables.
VLDB J.
Lijie Xu, Chulin Xie, Yiran Guo, Haiyang Lu, Gustavo Alonso, Bo Li, Guoliang Li, Wei Wang, Wentao Wu, Ce Zhang
2025 J jnl
A Lightweight Learned Cardinality Estimation Model.
IEEE Trans. Knowl. Data Eng.
Yaoyu Zhu, Jintao Zhang, Guoliang Li, Jianhua Feng
2025 J jnl
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
CoRR
Yizhang Zhu, Liangwei Wang, Chenyu Yang, Xiaotian Lin, Boyan Li, Wei Zhou, Xinyu Liu, Zhangyang Peng, Tianqi Luo, Yu Li, Chengliang Chai, Chong Chen, Shimin Di, Ju Fan, Ji Sun, Nan Tang, Fugee Tsung, Jiannan Wang, Chenglin Wu, Yanwei Xu, Shaolei Zhang, Yong Zhang, Xuanhe Zhou, Guoliang Li, Yuyu Luo
2025 J jnl
A Survey of LLM Inference Systems.
CoRR
James Pan, Guoliang Li
2025 J jnl
A Survey of LLM ⨉ DATA.
CoRR
Xuanhe Zhou, Junxuan He, Wei Zhou, Haodong Chen, Zirui Tang, Haoyu Zhao, Xin Tong, Guoliang Li, Youmin Chen, Jun Zhou, Zhaojun Sun, Binyuan Hui, Shuo Wang, Conghui He, Zhiyuan Liu, Jingren Zhou, Fan Wu
2025 J jnl
A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going?
IEEE Trans. Knowl. Data Eng.
Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang, Yuyu Luo
2025 J jnl
A Topology-Aware Localized Update Strategy for Graph-Based ANN Index.
CoRR
Song Yu, Shengyuan Lin, Shufeng Gong, Yongqing Xie, Ruicheng Liu, Yijie Zhou, Ji Sun, Yanfeng Zhang, Guoliang Li, Ge Yu
2025 J jnl
A Topology-Aware Localized Update Strategy for Graph-Based ANN Index.
Proc. VLDB Endow.
Song Yu, Shengyuan Lin, Shufeng Gong, Yongqing Xie, Ruicheng Liu, Yijie Zhou, Ji Sun, Yanfeng Zhang, Guoliang Li, Ge Yu
2025 J jnl
A tensor completion algorithm for missing user data in spot trading of electricity market.
Comput. Electr. Eng.
Ting Yang, Guoliang Li, Wang Yong, Siyuan Suo, Meiling Zhang, Zhenning Yang
2025 A conf
AOP: Automated and Interactive LLM Pipeline Orchestration for Answering Complex Queries.
CIDR
Jiayi Wang, Guoliang Li
2025 A* conf
AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting.
IJCAI
Huanyao Zhang, Jiaye Lin, Wentao Zhang, Haitao Yuan, Guoliang Li
2025 J jnl
AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting.
CoRR
Huanyao Zhang, Jiaye Lin, Wentao Zhang, Haitao Yuan, Guoliang Li
2025 B conf
An Agentic Data System for Analyzing Heterogeneous Data.
IEEE Big Data
Guoliang Li
2025 J jnl
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework.
Proc. VLDB Endow.
Meihao Fan, Ju Fan, Nan Tang, Lei Cao, Guoliang Li, Xiaoyong Du
2025 J jnl
CMVC+: A Multi-View Clustering Framework for Open Knowledge Base Canonicalization Via Contrastive Learning.
IEEE Trans. Knowl. Data Eng.
Yang Yang, Wei Shen, Junfeng Shu, Yinan Liu, Edward Curry, Guoliang Li
2025 A* conf
CloudyBench: A Testbed for A Comprehensive Evaluation of Cloud-Native Databases.
ICDE
Chao Zhang, Guoliang Li, Leyao Liu, Tao Lv, Ju Fan
2025 J jnl
Concurrency Control as a Service.
Proc. VLDB Endow.
Weixing Zhou, Yanfeng Zhang, Xinji Zhou, Zhiyou Wang, Zeshun Peng, Yang Ren, Sihao Li, Huanchen Zhang, Guoliang Li, Ge Yu
2025 J jnl
Cost-effective Missing Value Imputation for Data-effective Machine Learning.
ACM Trans. Database Syst.
Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li, Ye Yuan, Guoren Wang
2025 J jnl
CrackSQL: A Hybrid SQL Dialect Translation System Powered by Large Language Models.
CoRR
Wei Zhou, Yuyang Gao, Xuanhe Zhou, Guoliang Li
2025 J jnl
Cracking SQL Barriers: An LLM-based Dialect Translation System.
Proc. ACM Manag. Data
Wei Zhou, Yuyang Gao, Xuanhe Zhou, Guoliang Li
2025 — conf
D-Bot: An LLM-Powered DBA Copilot.
SIGMOD Conference Companion
Zhaoyan Sun, Xuanhe Zhou, Jianming Wu, Wei Zhou, Guoliang Li
2025 J jnl
DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs.
CoRR
Wei Zhou, Peng Sun, Xuanhe Zhou, Qianglei Zang, Ji Xu, Tieying Zhang, Guoliang Li, Fan Wu
2025 A* conf
DBMS with CXL Memory: What's New and What's Next.
ICDE
Yunyan Guo, Zhuopeng Li, Guoliang Li
2025 J jnl
Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems.
CoRR
Zhaoyan Sun, Jiayi Wang, Xinyang Zhao, Jiachi Wang, Guoliang Li
2025 — conf
Data+AI: LLM4Data and Data4LLM.
SIGMOD Conference Companion
Guoliang Li, Jiayi Wang, Chenyang Zhang, Jiannan Wang
2025 J jnl
Database Perspective on LLM Inference Systems.
Proc. VLDB Endow.
James Pan, Guoliang Li
2025 — ed.
Database Systems for Advanced Applications. DASFAA 2024 International Workshops - BDMS, GDMA, BDQM and ERDSE, Gifu, Japan, July 2-5, 2024, Proceedings
DASFAA (Workshops)
Atsuyuki Morishima, Guoliang Li, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2025 J jnl
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science.
CoRR
Shaolei Zhang, Ju Fan, Meihao Fan, Guoliang Li, Xiaoyong Du
2025 J jnl
FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform.
CoRR
Xin Tong, Xuanhe Zhou, Bingsheng He, Guoliang Li, Zirui Tang, Wei Zhou, Fan Wu, Mian Lu, Yuqiang Chen
2025 A* conf
FedRoad: Secure and Efficient Road Network Queries over Traffic Data Federation.
ICDE
Shuai Huang, Guoliang Li, Wei Zhou
2025 A* conf
Federated Data Analytics with Differentially Private Density Estimation Model.
ICDE
Jiayi Wang, Lei Cao, Chengliang Chai, Guoliang Li
2025 J jnl
GRewriter: Practical Query Rewriting with Automatic Rule Set Expansion in GaussDB.
Proc. VLDB Endow.
Zhe Jiang, Zhaoguo Wang, Haoning Lan, Chuzhe Tang, Haoran Ding, Lefeng Wang, Songyun Zou, Zhuoran Wei, Yongcun Liu, Xiang Yu, Yang Ren, Guoliang Li, Haibo Chen
2025 J jnl
GaussDB-Vector: A Large-Scale Persistent Real-Time Vector Database for LLM Applications.
Proc. VLDB Endow.
Guoliang Li, Ji Sun, James Pan, Jiang Wang, Yongqing Xie, Ruicheng Liu, Wen Nie
2025 J jnl
GaussMaster: An LLM-based Database Copilot System.
CoRR
Wei Zhou, Ji Sun, Xuanhe Zhou, Guoliang Li, Luyang Liu, Hao Wu, Tianyuan Wang
2025 A* conf
Graph Neural Networks for Databases: A Survey.
IJCAI
Ziming Li, Youhuan Li, Yuyu Luo, Guoliang Li, Chuxu Zhang
2025 J jnl
Graph Neural Networks for Databases: A Survey.
CoRR
Ziming Li, Youhuan Li, Yuyu Luo, Guoliang Li, Chuxu Zhang
2025 A* conf
Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning.
ICDE
Jianing Si, Haitao Yuan, Xiang Li, Nan Jiang, Xiao Ma, Guoliang Li, Shangguang Wang
2025 J jnl
In-database query optimization on SQL with ML predicates.
VLDB J.
Yunyan Guo, Guoliang Li, Ruilin Hu, Yong Wang
2025 J jnl
LETIndex: A Secure Learned Index with TEE.
Proc. VLDB Endow.
Shuting Cao, Zeping Niu, Guoliang Li
2025 J jnl
LLM/Agent-as-Data-Analyst: A Survey.
CoRR
Zirui Tang, Weizheng Wang, Zihang Zhou, Yang Jiao, Bangrui Xu, Boyu Niu, Xuanhe Zhou, Guoliang Li, Yeye He, Wei Zhou, Yitong Song, Cheng Tan, Bin Wang, Conghui He, Xiaoyang Wang, Fan Wu
2025 A conf
LLM4IA: Index Advising Via Large Language Models.
CIKM
Xian Lyu, Junbiao Zhang, Yihang Zheng, Guoliang Li, Chen Lin
2025 B conf
Leveraging large language models for SQL behavior-based database intrusion detection.
TrustCom
Meital Shlezinger, Shay Akirav, Lei Zhou, Liang Guo, Avi Kessel, Guoliang Li
2025 J jnl
Natural Language to SQL: State of the Art and Open Problems.
Proc. VLDB Endow.
Yuyu Luo, Guoliang Li, Ju Fan, Chengliang Chai, Nan Tang
2025 — conf
OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML.
SIGMOD Conference Companion
Xuanhe Zhou, Wei Zhou, Liguo Qi, Hao Zhang, Dihao Chen, Bingsheng He, Mian Lu, Guoliang Li, Fan Wu, Yuqiang Chen
2025 J jnl
OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML.
CoRR
Xuanhe Zhou, Wei Zhou, Liguo Qi, Hao Zhang, Dihao Chen, Bingsheng He, Mian Lu, Guoliang Li, Fan Wu, Yuqiang Chen
2025 J jnl
R-Bot: An LLM-based Query Rewrite System.
Proc. VLDB Endow.
Zhaoyan Sun, Xuanhe Zhou, Guoliang Li, Xiang Yu, Jianhua Feng, Yong Zhang
2025 — conf
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation.
KDD (2)
Yihang Zheng, Bo Li, Zhenghao Lin, Yi Luo, Xuanhe Zhou, Chen Lin, Guoliang Li, Jinsong Su
2025 J jnl
Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards.
CoRR
Yuxin Zhang, Meihao Fan, Ju Fan, Mingyang Yi, Yuyu Luo, Jian Tan, Guoliang Li
2025 A* conf
SAGE: A Framework of Precise Retrieval for RAG.
ICDE
Jintao Zhang, Guoliang Li, Jinyang Su
2025 J jnl
ST-Raptor: LLM-Powered Semi-Structured Table Question Answering.
CoRR
Zirui Tang, Boyu Niu, Xuanhe Zhou, Boxiu Li, Wei Zhou, Jiannan Wang, Guoliang Li, Xinyi Zhang, Fan Wu
2025 J jnl
ST-Raptor: LLM-Powered Semi-Structured Table Question Answering.
Proc. ACM Manag. Data
Zirui Tang, Boyu Niu, Xuanhe Zhou, Boxiu Li, Wei Zhou, Jiannan Wang, Guoliang Li, Xinyi Zhang, Fan Wu
2025 J jnl
SurveyBench: Can LLM(-Agents) Write Academic Surveys that Align with Reader Needs?
CoRR
Zhaojun Sun, Xuzhou Zhu, Xuanhe Zhou, Xin Tong, Shuo Wang, Jie Fu, Guoliang Li, Zhiyuan Liu, Fan Wu
2025 J jnl
The Cambridge Report on Database Research.
CoRR
Anastasia Ailamaki, Samuel Madden, Daniel Abadi, Gustavo Alonso, Sihem Amer-Yahia, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Michael J. Cafarella, Surajit Chaudhuri, Susan B. Davidson, David J. DeWitt, Yanlei Diao, Xin Luna Dong, Michael J. Franklin, Juliana Freire, Johannes Gehrke, Alon Y. Halevy, Joseph M. Hellerstein, Mark D. Hill, Stratos Idreos, Yannis E. Ioannidis, Christoph Koch, Donald Kossmann, Tim Kraska, Arun Kumar, Guoliang Li, Volker Markl, Renée J. Miller, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Aditya G. Parameswaran, Ippokratis Pandis, Jignesh M. Patel, Andrew Pavlo, Danica Porobic, Viktor Sanca, Michael Stonebraker, Julia Stoyanovich, Dan Suciu, Wang-Chiew Tan, Shivaram Venkataraman, Matei Zaharia, Stanley B. Zdonik
2025 J jnl
Tool Learning with Foundation Models.
ACM Comput. Surv.
Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Xuanhe Zhou, Yufei Huang, Chaojun Xiao, Chi Han, Yi R. Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Guoliang Li, Zhiyuan Liu, Maosong Sun
2025 J jnl
Unify: A System For Unstructured Data Analytics.
Proc. VLDB Endow.
Jiayi Wang, Yuan Li, Jianming Wu, Shihui Xu, Guoliang Li
2025 J jnl
Visual Analytics Challenges and Trends in the Age of AI: The BigVis Community Perspective.
CoRR
Nikos Bikakis, Panos K. Chrysanthis, Guoliang Li, George Papastefanatos, Lingyun Yu
2025 J jnl
Visual Analytics Challenges and Trends in the Age of AI: The BigVis Community Perspective.
SIGMOD Rec.
Nikos Bikakis, Panos K. Chrysanthis, Guoliang Li, George Papastefanatos, Lingyun Yu
2025 J jnl
iDataLake: An LLM-Powered Analytics System on Data Lakes.
IEEE Data Eng. Bull.
Jiayi Wang, Guoliang Li, Jianhua Feng
2024 A* conf
A CXL- Powered Database System: Opportunities and Challenges.
ICDE
Yunyan Guo, Guoliang Li
2024 J jnl
A Survey of NL2SQL with Large Language Models: Where are we, and where are we going?
CoRR
Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang
2024 J jnl
AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation.
CoRR
Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai
2024 J jnl
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework.
CoRR
Meihao Fan, Ju Fan, Nan Tang, Lei Cao, Guoliang Li, Xiaoyong Du
2024 J jnl
Automatic Index Tuning: A Survey.
IEEE Trans. Knowl. Data Eng.
Yang Wu, Xuanhe Zhou, Yong Zhang, Guoliang Li
2024 J jnl
Breaking It Down: An In-depth Study of Index Advisors.
Proc. VLDB Endow.
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li
2024 J jnl
Cardinality estimation using normalizing flow.
VLDB J.
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li
2024 J jnl
Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs.
Proc. VLDB Endow.
Xinyang Zhao, Xuanhe Zhou, Guoliang Li
2024 J jnl
Cloud-Native Databases: A Survey.
IEEE Trans. Knowl. Data Eng.
Haowen Dong, Chao Zhang, Guoliang Li, Huanchen Zhang
2024 J jnl
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL.
Proc. VLDB Endow.
Ju Fan, Zihui Gu, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Samuel Madden, Xiaoyong Du, Nan Tang
2024 J jnl
Contributions Estimation in Federated Learning: A Comprehensive Experimental Evaluation.
Proc. VLDB Endow.
Yiwei Chen, Kaiyu Li, Guoliang Li, Yong Wang
2024 J jnl
Controllable Tabular Data Synthesis Using Diffusion Models.
Proc. ACM Manag. Data
Tongyu Liu, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du
2024 A* conf
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration.
ICDE
Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du
2024 J jnl
D-Bot: Database Diagnosis System using Large Language Models.
Proc. VLDB Endow.
Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, Guoyang Zeng
2024 J jnl
DB-GPT: Large Language Model Meets Database.
Data Sci. Eng.
Xuanhe Zhou, Zhaoyan Sun, Guoliang Li
2024 J jnl
Fast and Scalable Ridesharing Search.
IEEE Trans. Knowl. Data Eng.
James Jie Pan, Guoliang Li
2024 A* conf
Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning.
ICDE
Yong Wang, Kaiyu Li, Yuyu Luo, Guoliang Li, Yunyan Guo, Zhuo Wang
2024 J jnl
G-Learned Index: Enabling Efficient Learned Index on GPU.
IEEE Trans. Parallel Distributed Syst.
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
2024 J jnl
GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation.
Proc. VLDB Endow.
Guoliang Li, Wengang Tian, Jinyu Zhang, Ronen Grosman, Zongchao Liu, Sihao Li
2024 A* conf
GaussML: An End-to-End In-Database Machine Learning System.
ICDE
Guoliang Li, Ji Sun, Lijie Xu, Shifu Li, Jiang Wang, Wen Nie
2024 J jnl
HAIChart: Human and AI Paired Visualization System.
CoRR
Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang
2024 J jnl
HAIChart: Human and AI Paired Visualization System.
Proc. VLDB Endow.
Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang
2024 J jnl
HTAP Databases: A Survey.
CoRR
Chao Zhang, Guoliang Li, Jintao Zhang, Xinning Zhang, Jianhua Feng
2024 J jnl
HTAP Databases: A Survey.
IEEE Trans. Knowl. Data Eng.
Chao Zhang, Guoliang Li, Jintao Zhang, Xinning Zhang, Jianhua Feng
2024 J jnl
HyBench: A New Benchmark for HTAP Databases.
Proc. VLDB Endow.
Chao Zhang, Guoliang Li, Tao Lv
2024 J jnl
LLM for Data Management.
Proc. VLDB Endow.
Guoliang Li, Xuanhe Zhou, Xinyang Zhao
2024 J jnl
LLM-Enhanced Data Management.
CoRR
Xuanhe Zhou, Xinyang Zhao, Guoliang Li
2024 J jnl
Laser: Buffer-Aware Learned Query Scheduling in Master-Standby Databases.
Proc. VLDB Endow.
Yuwei Huang, Guoliang Li
2024 J jnl
Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors.
Proc. VLDB Endow.
Zijia Wang, Haoran Liu, Chen Lin, Zhifeng Bao, Guoliang Li, Tianqing Wang
2024 J jnl
Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network.
Proc. VLDB Endow.
Haitao Yuan, Gao Cong, Guoliang Li
2024 J jnl
PACE: Poisoning Attacks on Learned Cardinality Estimation.
CoRR
Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai
2024 J jnl
PACE: Poisoning Attacks on Learned Cardinality Estimation.
Proc. ACM Manag. Data
Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai
2024 J jnl
Preface to Special Issue on New Database Technology for Multimodal Data.
Int. J. Softw. Informatics
Zhiyong Peng, Yunjun Gao, Guoliang Li, Jianqiu Xu
2024 J jnl
R-Bot: An LLM-based Query Rewrite System.
CoRR
Zhaoyan Sun, Xuanhe Zhou, Guoliang Li
2024 J jnl
RITA: Group Attention is All You Need for Timeseries Analytics.
Proc. ACM Manag. Data
Jiaming Liang, Lei Cao, Samuel Madden, Zack Ives, Guoliang Li
2024 J jnl
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation.
CoRR
Yihang Zheng, Bo Li, Zhenghao Lin, Yi Luo, Xuanhe Zhou, Chen Lin, Jinsong Su, Guoliang Li, Shifu Li
2024 J jnl
Robustness of Updatable Learning-based Index Advisors against Poisoning Attack.
Proc. ACM Manag. Data
Yihang Zheng, Chen Lin, Xian Lyu, Xuanhe Zhou, Guoliang Li, Tianqing Wang
2024 A* conf
Separation Is for Better Reunion: Data Lake Storage at Huawei.
ICDE
Xin Tang, Chengliang Chai, Dawei Zhao, Haohai Ma, Yong Zheng, Zhenyong Fan, Xin Wu, Jiaquan Zhang, Rui Zhang, Duanshun Li, Yi He, Keji Huang, Guangbin Meng, Yidong Wang, Yuefeng Zhou, Tao Tao, Lirong Jian, Jiwu Shu, Yuping Wang, Ye Yuan, Guoren Wang, Guoliang Li
2024 J jnl
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems.
VLDB J.
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
2024 J jnl
Survey of vector database management systems.
VLDB J.
James Jie Pan, Jianguo Wang, Guoliang Li
2024 A* conf
TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation.
ICDE
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang
2024 J jnl
TablePuppet: A Generic Framework for Relational Federated Learning.
CoRR
Lijie Xu, Chulin Xie, Yiran Guo, Gustavo Alonso, Bo Li, Guoliang Li, Wei Wang, Wentao Wu, Ce Zhang
2024 J jnl
Tabular data synthesis with generative adversarial networks: design space and optimizations.
VLDB J.
Tongyu Liu, Ju Fan, Guoliang Li, Nan Tang, Xiaoyong Du
2024 J jnl
The Dawn of Natural Language to SQL: Are We Fully Ready?
CoRR
Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang
2024 J jnl
The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis & Benchmark ].
Proc. VLDB Endow.
Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang
2024 J jnl
Unicorn: A Unified Multi-Tasking Matching Model.
SIGMOD Rec.
Ju Fan, Jianhong Tu, Guoliang Li, Peng Wang, Xiaoyong Du, Xiaofeng Jia, Song Gao, Nan Tang
2024 — conf
Vector Database Management Techniques and Systems.
SIGMOD Conference Companion
James Jie Pan, Jianguo Wang, Guoliang Li
2024 J jnl
Vector Databases: What's Really New and What's Next?
Proc. VLDB Endow.
Jianguo Wang, Eric Hanson, Guoliang Li, Yannis Papakonstantinou, Harsha Vardhan Simhadri, Charles Xie
2024 J jnl
openGauss: An Enterprise-Grade Open-Source Database System.
J. Comput. Sci. Technol.
Guoliang Li, Jiang Wang, Guo Chen
2023 J jnl
$\mathtt {AutoView}$: An Autonomous Materialized View Management System With Encoder-Reducer.
IEEE Trans. Knowl. Data Eng.
Yue Han, Guoliang Li, Haitao Yuan, Ji Sun
2023 J jnl
A Learned Query Rewrite System.
Proc. VLDB Endow.
Xuanhe Zhou, Guoliang Li, Jianming Wu, Jiesi Liu, Zhaoyan Sun, Xinning Zhang
2023 — conf
A Topic-Aware Data Generation Framework for Math Word Problems.
DASFAA (4)
Tianyu Zhao, Chengliang Chai, Jiabin Liu, Guoliang Li, Jianhua Feng, Zitao Liu
2023 — conf
ACR-Tree: Constructing R-Trees Using Deep Reinforcement Learning.
DASFAA (1)
Shuai Huang, Yong Wang, Guoliang Li
2023 A* conf
AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation.
ICDE
Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai
2023 J jnl
Automatic Database Knob Tuning: A Survey.
IEEE Trans. Knowl. Data Eng.
Xinyang Zhao, Xuanhe Zhou, Guoliang Li
2023 A* conf
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
NeurIPS
Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023 J jnl
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
CoRR
Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023 J jnl
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration.
CoRR
Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du
2023 J jnl
D-Bot: Database Diagnosis System using Large Language Models.
CoRR
Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, Guoyang Zeng
2023 A* conf
DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads.
ICDE
Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen
2023 J jnl
Data Management for Machine Learning: A Survey.
IEEE Trans. Knowl. Data Eng.
Chengliang Chai, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li
2023 A* conf
Database Meets Artificial Intelligence: A Survey (Extended Abstract).
ICDE
Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun
2023 A conf
Demonstration of ViTA: Visualizing, Testing and Analyzing Index Advisors.
CIKM
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang
2023 J jnl
FEBench: A Benchmark for Real-Time Relational Data Feature Extraction.
Proc. VLDB Endow.
Xuanhe Zhou, Cheng Chen, Kunyi Li, Bingsheng He, Mian Lu, Qiaosheng Liu, Wei Huang, Guoliang Li, Zhao Zheng, Yuqiang Chen
2023 J jnl
From Large Language Models to Databases and Back: A Discussion on Research and Education.
SIGMOD Rec.
Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang
2023 J jnl
From Large Language Models to Databases and Back: A discussion on research and education.
CoRR
Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang
2023 J jnl
GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database.
CoRR
Weixing Zhou, Qi Peng, Zijie Zhang, Yanfeng Zhang, Yang Ren, Sihao Li, Guo Fu, Yulong Cui, Qiang Li, Caiyi Wu, Shangjun Han, Shengyi Wang, Guoliang Li, Ge Yu
2023 J jnl
GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database.
Proc. ACM Manag. Data
Weixing Zhou, Qi Peng, Zijie Zhang, Yanfeng Zhang, Yang Ren, Sihao Li, Guo Fu, Yulong Cui, Qiang Li, Caiyi Wu, Shangjun Han, Shengyi Wang, Guoliang Li, Ge Yu
2023 J jnl
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data.
Proc. ACM Manag. Data
Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li
2023 J jnl
Grep: A Graph Learning Based Database Partitioning System.
Proc. ACM Manag. Data
Xuanhe Zhou, Guoliang Li, Jianhua Feng, Luyang Liu, Wei Guo
2023 J jnl
HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation.
Proc. ACM Manag. Data
Sibei Chen, Nan Tang, Ju Fan, Xuemi Yan, Chengliang Chai, Guoliang Li, Xiaoyong Du
2023 J jnl
HOFD: An Outdated Fact Detector for Knowledge Bases.
IEEE Trans. Knowl. Data Eng.
Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang, Xiang Yu
2023 J jnl
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation.
CoRR
Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du
2023 — ed.
Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28 - September 1, 2023.
VLDB Workshops
Rajesh Bordawekar, Cinzia Cappiello, Vasilis Efthymiou, Lisa Ehrlinger, Vijay Gadepally, Sainyam Galhotra, Sandra Geisler, Sven Groppe, Le Gruenwald, Alon Y. Halevy, Hazar Harmouch, Oktie Hassanzadeh, Ihab F. Ilyas, Ernesto Jiménez-Ruiz, Sanjay Krishnan, Tirthankar Lahiri, Guoliang Li, Jiaheng Lu, Wolfgang Mauerer, Umar Farooq Minhas, Felix Naumann, M. Tamer Özsu, El Kindi Rezig, Kavitha Srinivas, Michael Stonebraker, Satyanarayana R. Valluri, Maria-Esther Vidal, Haixun Wang, Jiannan Wang, Yingjun Wu, Xun Xue, Mohamed Zaït, Kai Zeng
2023 J jnl
LLM As DBA.
CoRR
Xuanhe Zhou, Guoliang Li, Zhiyuan Liu
2023 J jnl
Learned Data-aware Image Representations of Line Charts for Similarity Search.
Proc. ACM Manag. Data
Yuyu Luo, Yihui Zhou, Nan Tang, Guoliang Li, Chengliang Chai, Leixian Shen
2023 J jnl
Learned Index: A Comprehensive Experimental Evaluation.
Proc. VLDB Endow.
Zhaoyan Sun, Xuanhe Zhou, Guoliang Li
2023 J jnl
RITA: Group Attention is All You Need for Timeseries Analytics.
CoRR
Jiaming Liang, Lei Cao, Samuel Madden, Zachary G. Ives, Guoliang Li
2023 J jnl
Road-Aware Indexing for Trajectory Range Queries.
IEEE Trans. Knowl. Data Eng.
Yong Wang, Kaiyu Li, Guoliang Li, Nan Tang
2023 J jnl
Survey of Vector Database Management Systems.
CoRR
James Jie Pan, Jianguo Wang, Guoliang Li
2023 J jnl
Towards Transaction as a Service.
CoRR
Yanfeng Zhang, Weixing Zhou, Yang Ren, Sihao Li, Guoliang Li, Ge Yu
2023 J jnl
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration.
Proc. ACM Manag. Data
Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Guoliang Li, Xiaoyong Du, Xiaofeng Jia, Song Gao
2022 J jnl
A Deep Generative Model for Trajectory Modeling and Utilization.
Proc. VLDB Endow.
Yong Wang, Guoliang Li, Kaiyu Li, Haitao Yuan
2022 J jnl
Adapative algorithms for crowd-aided categorization.
VLDB J.
Yuanbing Li, Xian Wu, Yifei Jin, Jian Li, Guoliang Li, Jianhua Feng
2022 A* conf
Adaptive Code Learning for Spark Configuration Tuning.
ICDE
Chen Lin, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li
2022 J jnl
AlphaQO: Robust Learned Query Optimizer.
Int. J. Softw. Informatics
Xiang Yu, Chengliang Chai, Xinning Zhang, Nan Tang, Ji Sun, Guoliang Li
2022 J jnl
Cloud Databases: New Techniques, Challenges, and Opportunities.
Proc. VLDB Endow.
Guoliang Li, Haowen Dong, Chao Zhang
2022 J jnl
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning.
Proc. VLDB Endow.
Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, Guoliang Li
2022 J jnl
Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection.
Proc. VLDB Endow.
Xiang Yu, Chengliang Chai, Guoliang Li, Jiabin Liu
2022 J jnl
DADER: Hands-Off Entity Resolution with Domain Adaptation.
Proc. VLDB Endow.
Jianhong Tu, Xiaoyue Han, Ju Fan, Nan Tang, Chengliang Chai, Guoliang Li, Xiaoyong Du
2022 J jnl
Database Meets Artificial Intelligence: A Survey.
IEEE Trans. Knowl. Data Eng.
Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun
2022 — conf
Domain Adaptation for Deep Entity Resolution.
SIGMOD Conference
Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du
2022 J jnl
Evaluating Public Anxiety for Topic-Based Communities in Social Networks.
IEEE Trans. Knowl. Data Eng.
Na Ta, Kaiyu Li, Yi Yang, Fang Jiao, Zheng Tang, Guoliang Li
2022 J jnl
GPSC: A Grid-Based Privacy-Reserving Framework for Online Spatial Crowdsourcing.
IEEE Trans. Knowl. Data Eng.
Haoda Li, Qiyang Song, Guoliang Li, Qi Li, Rengui Wang
2022 — conf
HTAP Databases: What is New and What is Next.
SIGMOD Conference
Guoliang Li, Chao Zhang
2022 — conf
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle.
SIGMOD Conference
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
2022 J jnl
Interactively discovering and ranking desired tuples by data exploration.
VLDB J.
Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani
2022 B conf
Learned Query Optimizer: At the Forefront of AI-Driven Databases.
EDBT
Rong Zhu, Ziniu Wu, Chengliang Chai, Andreas Pfadler, Bolin Ding, Guoliang Li, Jingren Zhou
2022 — conf
LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning.
SIGMOD Conference
Lixi Zhang, Chengliang Chai, Xuanhe Zhou, Guoliang Li
2022 A* conf
Machine Learning for Data Management: A System View.
ICDE
Guoliang Li, Xuanhe Zhou
2022 — conf
Message from Data Science and Systems 2022 General Chairs.
HPCC/DSS/SmartCity/DependSys
Gautam Srivastava, Guoliang Li, Jirong Wen
2022 J jnl
Natural Language to Visualization by Neural Machine Translation.
IEEE Trans. Vis. Comput. Graph.
Yuyu Luo, Nan Tang, Guoliang Li, Jiawei Tang, Chengliang Chai, Xuedi Qin
2022 J jnl
Perspectives from the second Global Forum on Development of Computer Science.
Sci. China Inf. Sci.
Andrew Chi-Chih Yao, Xia Yin, Yinqun Liu, Guoliang Li
2022 J jnl
Preface to Special Issue on New Technologies of Database Systems.
Int. J. Softw. Informatics
Guoliang Li, Ge Yu, Jun Yang, Ju Fan
2022 J jnl
Preface.
J. Comput. Sci. Technol.
Guoliang Li, Nan Tang, Chengliang Chai
2022 J jnl
RNE: computing shortest paths using road network embedding.
VLDB J.
Tianyu Zhao, Shuai Huang, Yong Wang, Chengliang Chai, Guoliang Li
2022 J jnl
Representation Learning From Limited Educational Data With Crowdsourced Labels.
IEEE Trans. Knowl. Data Eng.
Wentao Wang, Guowei Xu, Wenbiao Ding, Gale Yan Huang, Guoliang Li, Jiliang Tang, Zitao Liu
2022 J jnl
Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity.
Proc. VLDB Endow.
Haitao Yuan, Guoliang Li, Zhifeng Bao
2022 J jnl
Selective Data Acquisition in the Wild for Model Charging.
Proc. VLDB Endow.
Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo
2022 — conf
Sevi: Speech-to-Visualization through Neural Machine Translation.
SIGMOD Conference
Jiawei Tang, Yuyu Luo, Mourad Ouzzani, Guoliang Li, Hongyang Chen
2022 — ed.
Spatial Data and Intelligence - Third International Conference, SpatialDI 2022, Wuhan, China, August 5-7, 2022, Revised Selected Papers
SpatialDI
Huayi Wu, Yu Liu, Jianzhong Li, Xiaofeng Meng, Qingfeng Guan, Xuan Song, Guoqiong Liao, Guoliang Li
2022 J jnl
Steerable Self-Driving Data Visualization.
IEEE Trans. Knowl. Data Eng.
Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li
2022 J jnl
Stochastic Gradient Descent without Full Data Shuffle.
CoRR
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
2022 A* conf
Synthesizing Privacy Preserving Entity Resolution Datasets.
ICDE
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu
2022 — conf
Unsupervised Contextual Anomaly Detection for Database Systems.
SIGMOD Conference
Sainan Li, Qilei Yin, Guoliang Li, Qi Li, Zhuotao Liu, Jinwei Zhu
2021 J jnl
$\hbox {CDBTune}^{+}$: An efficient deep reinforcement learning-based automatic cloud database tuning system.
VLDB J.
Ji Zhang, Ke Zhou, Guoliang Li, Yu Liu, Ming Xie, Bin Cheng, Jiashu Xing
2021 J jnl
A Learned Query Rewrite System using Monte Carlo Tree Search.
Proc. VLDB Endow.
Xuanhe Zhou, Guoliang Li, Chengliang Chai, Jianhua Feng
2021 A* conf
A Learning-based Method for Computing Shortest Path Distances on Road Networks.
ICDE
Shuai Huang, Yong Wang, Tianyu Zhao, Guoliang Li
2021 J jnl
A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation.
Data Sci. Eng.
Haitao Yuan, Guoliang Li
2021 — conf
AI Meets Database: AI4DB and DB4AI.
SIGMOD Conference
Guoliang Li, Xuanhe Zhou, Lei Cao
2021 J jnl
ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee.
Proc. VLDB Endow.
Lei Cao, Dongqing Xiao, Yizhou Yan, Samuel Madden, Guoliang Li
2021 J jnl
Adaptive Data Augmentation for Supervised Learning over Missing Data.
Proc. VLDB Endow.
Tongyu Liu, Ju Fan, Yinqing Luo, Nan Tang, Guoliang Li, Xiaoyong Du
2021 A* conf
An Autonomous Materialized View Management System with Deep Reinforcement Learning.
ICDE
Yue Han, Guoliang Li, Haitao Yuan, Ji Sun
2021 A* conf
An Effective Joint Prediction Model for Travel Demands and Traffic Flows.
ICDE
Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng
2021 J jnl
CrowdChart: Crowdsourced Data Extraction From Visualization Charts.
IEEE Trans. Knowl. Data Eng.
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
2021 A* conf
CrowdRL: An End-to-End Reinforcement Learning Framework for Data Labelling.
ICDE
Kaiyu Li, Guoliang Li, Yong Wang, Yan Huang, Zitao Liu, Zhongqin Wu
2021 J jnl
FACE: A Normalizing Flow based Cardinality Estimator.
Proc. VLDB Endow.
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li
2021 — conf
Learned Cardinality Estimation for Similarity Queries.
SIGMOD Conference
Ji Sun, Guoliang Li, Nan Tang
2021 J jnl
Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation.
Proc. VLDB Endow.
Ji Sun, Jintao Zhang, Zhaoyan Sun, Guoliang Li, Nan Tang
2021 — conf
Machine Learning for Databases.
AIMLSystems
Guoliang Li, Xuanhe Zhou, Lei Cao
2021 J jnl
Machine Learning for Databases.
Proc. VLDB Endow.
Guoliang Li, Xuanhe Zhou, Lei Cao
2021 J jnl
Mis-categorized entities detection.
VLDB J.
Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng, Ning Wang
2021 J jnl
Preface.
J. Comput. Sci. Technol.
Guoliang Li, Dong Deng, Ju Fan
2021 J jnl
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation.
Proc. VLDB Endow.
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Samuel Madden, Mourad Ouzzani
2021 A* conf
Ranking Desired Tuples by Database Exploration.
ICDE
Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani
2021 — ed.
SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021.
SIGMOD Conference
Guoliang Li, Zhanhuai Li, Stratos Idreos, Divesh Srivastava
2021 — conf
Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks.
SIGMOD Conference
Yuyu Luo, Nan Tang, Guoliang Li, Chengliang Chai, Wenbo Li, Xuedi Qin
2021 J jnl
nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task.
CoRR
Yuyu Luo, Jiawei Tang, Guoliang Li
2021 J jnl
openGauss: An Autonomous Database System.
Proc. VLDB Endow.
Guoliang Li, Xuanhe Zhou, Ji Sun, Xiang Yu, Yue Han, Lianyuan Jin, Wenbo Li, Tianqing Wang, Shifu Li
2020 J jnl
A Crowdsourcing Framework for Collecting Tabular Data.
IEEE Trans. Knowl. Data Eng.
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng
2020 J jnl
A framework for image dark data assessment.
World Wide Web
Ke Zhou, Yangtao Wang, Yu Liu, Yujuan Yang, Yifei Liu, Guoliang Li, Lianli Gao, Zhili Xiao
2020 J jnl
A game-based framework for crowdsourced data labeling.
VLDB J.
Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du
2020 — conf
An Active Learning Based Hybrid Neural Network for Joint Information Extraction.
WISE (2)
Yan Zhuang, Guoliang Li, Wanguo Xue, Fu Zhu
2020 A* conf
An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms.
ICDE
Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian
2020 — conf
Automatic Detection of Solar Radio Spectrum Based on Codebook Model.
ICPCSEE (1)
Guoliang Li, Guowu Yuan, Hao Zhou, Hao Wu, Chengming Tan, Liang Dong, Guannan Gao, Ming Wang
2020 A* conf
Automatic View Generation with Deep Learning and Reinforcement Learning.
ICDE
Haitao Yuan, Guoliang Li, Ling Feng, Ji Sun, Yue Han
2020 — conf
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications.
EDBT/ICDT Workshops
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
2020 A* conf
Crowdsourcing-based Data Extraction from Visualization Charts.
ICDE
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
2020 J jnl
DeepEye: A Data Science System for Monitoring and Exploring COVID-19 Data.
IEEE Data Eng. Bull.
Yuyu Luo, Nan Tang, Guoliang Li, Wenbo Li, Tianyu Zhao, Xiang Yu
2020 J jnl
DeepTrack: Monitoring and Exploring Spatio-Temporal Data - A Case of Tracking COVID-19 -.
Proc. VLDB Endow.
Yuyu Luo, Wenbo Li, Tianyu Zhao, Xiang Yu, Lixi Zhang, Guoliang Li, Nan Tang
2020 J jnl
Designing a double auction mechanism for the re-allocation of emission permits.
Ann. Oper. Res.
Jiasen Sun, Guoliang Li
2020 — conf
Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter.
SIGMOD Conference
Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng
2020 J jnl
Efficient Algorithms for Crowd-Aided Categorization.
Proc. VLDB Endow.
Yuanbing Li, Xian Wu, Yifei Jin, Jian Li, Guoliang Li
2020 J jnl
Evaluating Ridesharing Algorithms using the Jargo Real-Time Stochastic Simulator.
Proc. VLDB Endow.
James Jie Pan, Guoliang Li, Yong Wang
2020 — conf
Human-in-the-loop Outlier Detection.
SIGMOD Conference
Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden
2020 J jnl
Human-in-the-loop Techniques in Machine Learning.
IEEE Data Eng. Bull.
Chengliang Chai, Guoliang Li
2020 A* conf
Interactive Cleaning for Progressive Visualization through Composite Questions.
ICDE
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li
2020 — conf
Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries.
SIGMOD Conference
Xuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang, Guoliang Li
2020 J jnl
Making data visualization more efficient and effective: a survey.
VLDB J.
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
2020 J jnl
Neural Multi-Task Learning for Teacher Question Detection in Online Classrooms.
CoRR
Gale Yan Huang, Jiahao Chen, Haochen Liu, Weiping Fu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Guoliang Li, Zitao Liu
2020 — conf
Neural Multi-task Learning for Teacher Question Detection in Online Classrooms.
AIED (1)
Gale Yan Huang, Jiahao Chen, Haochen Liu, Weiping Fu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Guoliang Li, Zitao Liu
2020 A* conf
Outdated Fact Detection in Knowledge Bases.
ICDE
Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang, Xiang Yu
2020 J jnl
PriRadar: A Privacy-Preserving Framework for Spatial Crowdsourcing.
IEEE Trans. Inf. Forensics Secur.
Dong Yuan, Qi Li, Guoliang Li, Qian Wang, Kui Ren
2020 J jnl
Query Performance Prediction for Concurrent Queries using Graph Embedding.
Proc. VLDB Endow.
Xuanhe Zhou, Ji Sun, Guoliang Li, Jianhua Feng
2020 A* conf
Reinforcement Learning with Tree-LSTM for Join Order Selection.
ICDE
Xiang Yu, Guoliang Li, Chengliang Chai, Nan Tang
2020 J jnl
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration.
CoRR
Ju Fan, Tongyu Liu, Guoliang Li, Junyou Chen, Yuwei Shen, Xiaoyong Du
2020 J jnl
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration.
Proc. VLDB Endow.
Ju Fan, Tongyu Liu, Guoliang Li, Junyou Chen, Yuwei Shen, Xiaoyong Du
2020 J jnl
Relational Pretrained Transformers towards Democratizing Data Preparation [Vision].
CoRR
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani
2020 J jnl
Representation Learning from Limited Educational Data with Crowdsourced Labels.
CoRR
Wentao Wang, Guowei Xu, Wenbiao Ding, Gale Yan Huang, Guoliang Li, Jiliang Tang, Zitao Liu
2020 A* conf
Temporal Network Representation Learning via Historical Neighborhoods Aggregation.
ICDE
Shixun Huang, Zhifeng Bao, Guoliang Li, Yanghao Zhou, J. Shane Culpepper
2020 J jnl
Temporal Network Representation Learning via Historical Neighborhoods Aggregation.
CoRR
Shixun Huang, Zhifeng Bao, Guoliang Li, Yanghao Zhou, J. Shane Culpepper
2020 — conf
Towards Interpretable and Learnable Risk Analysis for Entity Resolution.
SIGMOD Conference
Zhaoqiang Chen, Qun Chen, Boyi Hou, Zhanhuai Li, Guoliang Li
2020 J jnl
Towards an Optimal Outdoor Advertising Placement: When a Budget Constraint Meets Moving Trajectories.
ACM Trans. Knowl. Discov. Data
Ping Zhang, Zhifeng Bao, Yuchen Li, Guoliang Li, Yipeng Zhang, Zhiyong Peng
2020 J jnl
VisClean: Interactive Cleaning for Progressive Visualization.
Proc. VLDB Endow.
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li
2019 — conf
An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning.
SIGMOD Conference
Ji Zhang, Yu Liu, Ke Zhou, Guoliang Li, Zhili Xiao, Bin Cheng, Jiashu Xing, Yangtao Wang, Tianheng Cheng, Li Liu, Minwei Ran, Zekang Li
2019 J jnl
An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms.
CoRR
Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian
2019 J jnl
An End-to-End Learning-based Cost Estimator.
CoRR
Ji Sun, Guoliang Li
2019 J jnl
An End-to-End Learning-based Cost Estimator.
Proc. VLDB Endow.
Ji Sun, Guoliang Li
2019 J jnl
Balance-Aware Distributed String Similarity-Based Query Processing System.
Proc. VLDB Endow.
Ji Sun, Zeyuan Shang, Guoliang Li, Zhifeng Bao, Dong Deng
2019 J jnl
Bounded Approximate Query Processing.
IEEE Trans. Knowl. Data Eng.
Kaiyu Li, Yong Zhang, Guoliang Li, Wenbo Tao, Ying Yan
2019 — conf
CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling.
SIGMOD Conference
Tongyu Liu, Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Xiaoyong Du
2019 A* conf
Crowdsourcing Database Systems: Overview and Challenges.
ICDE
Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng
2019 A* conf
Data Management at Huawei: Recent Accomplishments and Future Challenges.
ICDE
Jianjun Chen, Yu Chen, Zhibiao Chen, Ahmad Ghazal, Guoliang Li, Sihao Li, Weijie Ou, Yang Sun, Mingyi Zhang, Minqi Zhou
2019 — ed.
Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part I
DASFAA (1)
Guoliang Li, Jun Yang, João Gama, Juggapong Natwichai, Yongxin Tong
2019 — ed.
Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part II
DASFAA (2)
Guoliang Li, Jun Yang, João Gama, Juggapong Natwichai, Yongxin Tong
2019 — ed.
Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part III, and DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA, Chiang Mai, Thailand, April 22-25, 2019, Proceedings
DASFAA Workshops
Guoliang Li, Jun Yang, João Gama, Juggapong Natwichai, Yongxin Tong
2019 A* conf
Distributed In-memory Trajectory Similarity Search and Join on Road Network.
ICDE
Haitao Yuan, Guoliang Li
2019 — conf
Interactive Graph Search.
SIGMOD Conference
Yufei Tao, Yuanbing Li, Guoliang Li
2019 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Guoliang Li
2019 J jnl
Location and Trajectory Identification from Microblogs.
J. Comput. Sci. Technol.
Na Ta, Guoliang Li, Jun Hu, Jianhua Feng
2019 J jnl
QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning.
Proc. VLDB Endow.
Guoliang Li, Xuanhe Zhou, Shifu Li, Bo Gao
2019 J jnl
Querying Shortest Paths on Time Dependent Road Networks.
Proc. VLDB Endow.
Yong Wang, Guoliang Li, Nan Tang
2019 — conf
Ratel: Interactive Analytics for Large Scale Trajectories.
SIGMOD Conference
Haoda Li, Guoliang Li, Jiayang Liu, Haitao Yuan, Haiquan Wang
2019 J jnl
Ridesharing: Simulator, Benchmark, and Evaluation.
Proc. VLDB Endow.
James Jie Pan, Guoliang Li, Juntao Hu
2019 A* conf
ServeDB: Secure, Verifiable, and Efficient Range Queries on Outsourced Database.
ICDE
Songrui Wu, Qi Li, Guoliang Li, Dong Yuan, Xingliang Yuan, Cong Wang
2019 J jnl
Special Issue of DASFAA 2019.
Data Sci. Eng.
Guoliang Li, João Gama, Jun Yang
2019 J jnl
Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation.
CoRR
Ji Sun, Dong Deng, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2019 — conf
Towards Democratizing Relational Data Visualization.
SIGMOD Conference
Nan Tang, Eugene Wu, Guoliang Li
2019 J jnl
Towards Interpretable and Learnable Risk Analysis for Entity Resolution.
CoRR
Zhaoqiang Chen, Qun Chen, Boyi Hou, Tianyi Duan, Zhanhuai Li, Guoliang Li
2019 A* conf
Unsupervised String Transformation Learning for Entity Consolidation.
ICDE
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
2019 A* conf
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository.
CHI
Kevin Zeng Hu, Snehalkumar (Neil) S. Gaikwad, Madelon Hulsebos, Michiel A. Bakker, Emanuel Zgraggen, César A. Hidalgo, Tim Kraska, Guoliang Li, Arvind Satyanarayan, Çagatay Demiralp
2019 J jnl
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository.
CoRR
Kevin Zeng Hu, Snehalkumar (Neil) S. Gaikwad, Michiel A. Bakker, Madelon Hulsebos, Emanuel Zgraggen, César A. Hidalgo, Tim Kraska, Guoliang Li, Arvind Satyanarayan, Çagatay Demiralp
2019 J jnl
XuanYuan: An AI-Native Database.
IEEE Data Eng. Bull.
Guoliang Li, Xuanhe Zhou, Sihao Li
2018 — conf
A Rating-Ranking Method for Crowdsourced Top-k Computation.
SIGMOD Conference
Kaiyu Li, Xiaohang Zhang, Guoliang Li
2018 J jnl
A partial-order-based framework for cost-effective crowdsourced entity resolution.
VLDB J.
Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng
2018 — ed.
Advances in Conceptual Modeling - ER 2018 Workshops Emp-ER, MoBiD, MREBA, QMMQ, SCME, Xi'an, China, October 22-25, 2018, Proceedings
ER Workshops
Carson Woo, Jiaheng Lu, Zhanhuai Li, Tok Wang Ling, Guoliang Li, Mong-Li Lee
2018 J jnl
An Efficient Ride-Sharing Framework for Maximizing Shared Route.
IEEE Trans. Knowl. Data Eng.
Na Ta, Guoliang Li, Tianyu Zhao, Jianhua Feng, Hanchao Ma, Zhiguo Gong
2018 A* conf
An Efficient Ride-Sharing Framework for Maximizing Shared Routes.
ICDE
Na Ta, Guoliang Li, Tianyu Zhao, Jianhua Feng, Hanchao Ma, Zhiguo Gong
2018 J jnl
Approximate Query Processing: What is New and Where to Go? - A Survey on Approximate Query Processing.
Data Sci. Eng.
Kaiyu Li, Guoliang Li
2018 J jnl
CDB: A Crowd-Powered Database System.
Proc. VLDB Endow.
Guoliang Li, Chengliang Chai, Ju Fan, Xueping Weng, Jian Li, Yudian Zheng, Yuanbing Li, Xiang Yu, Xiaohang Zhang, Haitao Yuan
2018 A* conf
Cleaning Your Wrong Google Scholar Entries.
ICDE
Shuang Hao, Yi Xu, Nan Tang, Guoliang Li, Jianhua Feng
2018 A ed.
Conceptual Modeling - 37th International Conference, ER 2018, Xi'an, China, October 22-25, 2018, Proceedings
ER
Juan Trujillo, Karen C. Davis, Xiaoyong Du, Zhanhuai Li, Tok Wang Ling, Guoliang Li, Mong-Li Lee
2018 J jnl
Context-aware result inference in crowdsourcing.
Inf. Sci.
Yili Fang, Hailong Sun, Guoliang Li, Richong Zhang, Jin-Peng Huai
2018 J jnl
Cost-Effective Data Annotation using Game-Based Crowdsourcing.
Proc. VLDB Endow.
Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du
2018 J jnl
Crowd-Powered Data Mining.
CoRR
Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng
2018 A* conf
CrowdOTA: An Online Task Assignment System in Crowdsourcing.
ICDE
Xiang Yu, Guoliang Li, Yudian Zheng, Yan Huang, Songfan Zhang, Fei Chen
2018 — conf
DITA: A Distributed In-Memory Trajectory Analytics System.
SIGMOD Conference
Zeyuan Shang, Guoliang Li, Zhifeng Bao
2018 — conf
DITA: Distributed In-Memory Trajectory Analytics.
SIGMOD Conference
Zeyuan Shang, Guoliang Li, Zhifeng Bao
2018 J jnl
DeepEye: An automatic big data visualization framework.
Big Data Min. Anal.
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
2018 — conf
DeepEye: Creating Good Data Visualizations by Keyword Search.
SIGMOD Conference
Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Xinran Wang
2018 A* conf
DeepEye: Towards Automatic Data Visualization.
ICDE
Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li
2018 B conf
DeepEye: Visualizing Your Data by Keyword Search.
EDBT
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
2018 A* conf
Discovering Mis-Categorized Entities.
ICDE
Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng
2018 J jnl
Distilling relations using knowledge bases.
VLDB J.
Shuang Hao, Nan Tang, Guoliang Li, Jian Li, Jianhua Feng
2018 J jnl
Human-in-the-loop Rule Learning for Data Integration.
IEEE Data Eng. Bull.
Ju Fan, Guoliang Li
2018 A* conf
Incentive-Based Entity Collection Using Crowdsourcing.
ICDE
Chengliang Chai, Ju Fan, Guoliang Li
2018 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Guoliang Li
2018 — conf
Map Matching Algorithms: An Experimental Evaluation.
APWeb/WAIM (2)
Na Ta, Jiuqi Wang, Guoliang Li
2018 A* conf
OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks.
ICDE
Ju Fan, Jiarong Qiu, Yuchen Li, Qingfei Meng, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan, Xiaoyong Du
2018 — conf
Overlap Set Similarity Joins with Theoretical Guarantees.
SIGMOD Conference
Dong Deng, Yufei Tao, Guoliang Li
2018 J jnl
PANDA: Facilitating Usable AI Development.
CoRR
Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou
2018 J jnl
Privacy-Preserving Top-k Spatial Keyword Queries in Untrusted Cloud Environments.
IEEE Trans. Serv. Comput.
Sen Su, Yiping Teng, Xiang Cheng, Ke Xiao, Guoliang Li, Junliang Chen
2018 A* conf
T-Crowd: Effective Crowdsourcing for Tabular Data.
ICDE
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng
2018 J jnl
TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks.
Proc. VLDB Endow.
Siqiang Luo, Ben Kao, Guoliang Li, Jiafeng Hu, Reynold Cheng, Yudian Zheng
2018 A* conf
Trajectory-driven Influential Billboard Placement.
KDD
Ping Zhang, Zhifeng Bao, Yuchen Li, Guoliang Li, Yipeng Zhang, Zhiyong Peng
2018 J jnl
Trajectory-driven Influential Billboard Placement.
CoRR
Ping Zhang, Zhifeng Bao, Yuchen Li, Guoliang Li, Yipeng Zhang, Zhiyong Peng
2018 A conf
Web Table Understanding by Collective Inference.
CIKM
San Kim, Guoliang Li, Jianhua Feng, Kaiyu Li
2017 A* conf
A Novel Cost-Based Model for Data Repairing.
ICDE
Shuang Hao, Nan Tang, Guoliang Li, Jian He, Na Ta, Jianhua Feng
2017 J jnl
A Novel Cost-Based Model for Data Repairing.
IEEE Trans. Knowl. Data Eng.
Shuang Hao, Nan Tang, Guoliang Li, Jian He, Na Ta, Jianhua Feng
2017 J jnl
A unified framework for string similarity search with edit-distance constraint.
VLDB J.
Minghe Yu, Jin Wang, Guoliang Li, Yong Zhang, Dong Deng, Jianhua Feng
2017 — conf
CDB: Optimizing Queries with Crowd-Based Selections and Joins.
SIGMOD Conference
Guoliang Li, Chengliang Chai, Ju Fan, Xueping Weng, Jian Li, Yudian Zheng, Yuanbing Li, Xiang Yu, Xiaohang Zhang, Haitao Yuan
2017 A* conf
Cleaning Relations Using Knowledge Bases.
ICDE
Shuang Hao, Nan Tang, Guoliang Li, Jian Li
2017 A* conf
Crowdsourced Data Management: A Survey.
ICDE
Guoliang Li, Jiannan Wang, Yudian Zheng, Michael J. Franklin
2017 — conf
Crowdsourced Data Management: Overview and Challenges.
SIGMOD Conference
Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng
2017 — conf
Crowdsourced Entity Alignment: A Decision Theory Based Approach.
WISE (2)
Yan Zhuang, Guoliang Li, Jianhua Feng
2017 A conf
Crowdsourced Selection on Multi-Attribute Data.
CIKM
Xueping Weng, Guoliang Li, Huiqi Hu, Jianhua Feng
2017 J jnl
Dima: A Distributed In-Memory Similarity-Based Query Processing System.
Proc. VLDB Endow.
Ji Sun, Zeyuan Shang, Guoliang Li, Dong Deng, Zhifeng Bao
2017 A conf
Hike: A Hybrid Human-Machine Method for Entity Alignment in Large-Scale Knowledge Bases.
CIKM
Yan Zhuang, Guoliang Li, Zhuojian Zhong, Jianhua Feng
2017 J jnl
Human-in-the-loop Data Integration.
Proc. VLDB Endow.
Guoliang Li
2017 A* conf
K-Join: Knowledge-Aware Similarity Join.
ICDE
Zeyuan Shang, Yaxiao Liu, Guoliang Li, Jianhua Feng
2017 J jnl
Signature-Based Trajectory Similarity Join.
IEEE Trans. Knowl. Data Eng.
Na Ta, Guoliang Li, Yongqing Xie, Changqi Li, Shuang Hao, Jianhua Feng
2017 A conf
Sybil Defense in Crowdsourcing Platforms.
CIKM
Dong Yuan, Guoliang Li, Qi Li, Yudian Zheng
2017 J jnl
T-Crowd: Effective Crowdsourcing for Tabular Data.
CoRR
Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng
2017 J jnl
Thinking and Modeling for Big Data from the Perspective of the I Ching.
Int. J. Inf. Technol. Decis. Mak.
Chuang Lin, Guoliang Li, Zhiguang Shan, Yong Shi
2017 J jnl
Towards a Unified Graph Model for Supporting Data Management and Usable Machine Learning.
IEEE Data Eng. Bull.
Guoliang Li, Meihui Zhang, Beng Chin Ooi
2017 J jnl
Truth Inference in Crowdsourcing: Is the Problem Solved?
Proc. VLDB Endow.
Yudian Zheng, Guoliang Li, Yuanbing Li, Caihua Shan, Reynold Cheng
2017 A* conf
V-Tree: Efficient kNN Search on Moving Objects with Road-Network Constraints.
ICDE
Bilong Shen, Ying Zhao, Guoliang Li, Weimin Zheng, Yue Qin, Bo Yuan, Yongming Rao
2016 — conf
Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach.
SIGMOD Conference
Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng
2016 — conf
CrowdAidRepair: A Crowd-Aided Interactive Data Repairing Method.
DASFAA (1)
Jian Zhou, Zhixu Li, Binbin Gu, Qing Xie, Jia Zhu, Xiangliang Zhang, Guoliang Li
2016 J jnl
Crowdsourced Data Management: A Survey.
IEEE Trans. Knowl. Data Eng.
Guoliang Li, Jiannan Wang, Yudian Zheng, Michael J. Franklin
2016 A* conf
Crowdsourced POI labelling: Location-aware result inference and Task Assignment.
ICDE
Huiqi Hu, Yudian Zheng, Zhifeng Bao, Guoliang Li, Jianhua Feng, Reynold Cheng
2016 J jnl
Crowdsourced Top-k Algorithms: An Experimental Evaluation.
Proc. VLDB Endow.
Xiaohang Zhang, Guoliang Li, Jianhua Feng
2016 A* conf
Crowdsourcing-based real-time urban traffic speed estimation: From trends to speeds.
ICDE
Huiqi Hu, Guoliang Li, Zhifeng Bao, Yan Cui, Jianhua Feng
2016 J jnl
DOCS: Domain-Aware Crowdsourcing System.
Proc. VLDB Endow.
Yudian Zheng, Guoliang Li, Reynold Cheng
2016 J jnl
ELAN: An Efficient Location-Aware Analytics System.
Big Data Res.
Yaxiao Liu, Henan Wang, Guoliang Li, Junyang Gao, Huiqi Hu, Wen-Syan Li
2016 — conf
Effective Result Inference for Context-Sensitive Tasks in Crowdsourcing.
DASFAA (1)
Yili Fang, Hailong Sun, Guoliang Li, Richong Zhang, Jinpeng Huai
2016 — conf
Interactive and Deterministic Data Cleaning.
SIGMOD Conference
Jian He, Enzo Veltri, Donatello Santoro, Guoliang Li, Giansalvatore Mecca, Paolo Papotti, Nan Tang
2016 J jnl
K-Join: Knowledge-Aware Similarity Join.
IEEE Trans. Knowl. Data Eng.
Zeyuan Shang, Yaxiao Liu, Guoliang Li, Jianhua Feng
2016 J jnl
META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion.
Proc. VLDB Endow.
Dong Deng, Guoliang Li, He Wen, H. V. Jagadish, Jianhua Feng
2016 A* conf
NXgraph: An efficient graph processing system on a single machine.
ICDE
Yuze Chi, Guohao Dai, Yu Wang, Guangyu Sun, Guoliang Li, Huazhong Yang
2016 — conf
PBA: Partition and Blocking Based Alignment for Large Knowledge Bases.
DASFAA (1)
Yan Zhuang, Guoliang Li, Zhuojian Zhong, Jianhua Feng
2016 J jnl
Preface.
Big Data Res.
Jian Pei, Guoliang Li, Hanghang Tong
2016 — conf
Semantic-Aware Trajectory Compression with Urban Road Network.
WAIM (1)
Na Ta, Guoliang Li, Bole Chen, Jianhua Feng
2016 J jnl
String similarity search and join: a survey.
Frontiers Comput. Sci.
Minghe Yu, Guoliang Li, Dong Deng, Jianhua Feng
2016 J jnl
Top-k Spatio-Textual Similarity Join.
IEEE Trans. Knowl. Data Eng.
Huiqi Hu, Guoliang Li, Zhifeng Bao, Jianhua Feng, Yongwei Wu, Zhiguo Gong, Yaoqiang Xu
2016 A* conf
Top-k spatio-textual similarity join.
ICDE
Huiqi Hu, Guoliang Li, Zhifeng Bao, Jianhua Feng, Yongwei Wu, Zhiguo Gong, Yaoqiang Xu
2015 A conf
A Cost-based Method for Location-Aware Publish/Subscribe Services.
CIKM
Minghe Yu, Guoliang Li, Jianhua Feng
2015 J jnl
A general framework to resolve the MisMatch problem in XML keyword search.
VLDB J.
Zhifeng Bao, Yong Zeng, Tok Wang Ling, Dongxiang Zhang, Guoliang Li, H. V. Jagadish
2015 A* conf
A location-aware publish/subscribe framework for parameterized spatio-textual subscriptions.
ICDE
Huiqi Hu, Yiqun Liu, Guoliang Li, Jianhua Feng, Kian-Lee Tan
2015 — conf
A self-aware data compression system on FPGA in Hadoop.
FPT
Yubin Li, Yuliang Sun, Guohao Dai, Yuzhi Wang, Jiacai Ni, Yu Wang, Guoliang Li, Huazhong Yang
2015 J jnl
A unified framework for approximate dictionary-based entity extraction.
VLDB J.
Dong Deng, Guoliang Li, Jianhua Feng, Yi Duan, Zhiguo Gong
2015 J jnl
An Efficient Partition Based Method for Exact Set Similarity Joins.
Proc. VLDB Endow.
Dong Deng, Guoliang Li, He Wen, Jianhua Feng
2015 J jnl
Efficient Filtering Algorithms for Location-Aware Publish/Subscribe.
IEEE Trans. Knowl. Data Eng.
Minghe Yu, Guoliang Li, Ting Wang, Jianhua Feng, Zhiguo Gong
2015 — conf
Efficient Similarity Join and Search on Multi-Attribute Data.
SIGMOD Conference
Guoliang Li, Jian He, Dong Deng, Jian Li
2015 A* conf
Elaps: An efficient location-aware pub/sub system.
ICDE
Long Guo, Lu Chen, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan, Zhifeng Bao
2015 J jnl
G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks.
IEEE Trans. Knowl. Data Eng.
Ruicheng Zhong, Guoliang Li, Kian-Lee Tan, Lizhu Zhou, Zhiguo Gong
2015 — conf
Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams.
SIGMOD Conference
Long Guo, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan, Zhifeng Bao
2015 J jnl
NXgraph: An Efficient Graph Processing System on a Single Machine.
CoRR
Yuze Chi, Guohao Dai, Yu Wang, Guangyu Sun, Guoliang Li, Huazhong Yang
2015 J jnl
Online Topic-Aware Influence Maximization.
Proc. VLDB Endow.
Shuo Chen, Ju Fan, Guoliang Li, Jianhua Feng, Kian-Lee Tan, Jinhui Tang
2015 — conf
Privacy-Preserving Top-k Spatial Keyword Queries over Outsourced Database.
DASFAA (1)
Sen Su, Yiping Teng, Xiang Cheng, Yulong Wang, Guoliang Li
2015 — conf
QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications.
SIGMOD Conference
Yudian Zheng, Jiannan Wang, Guoliang Li, Reynold Cheng, Jianhua Feng
2015 J jnl
RFP: A Remote Fetching Paradigm for RDMA-Accelerated Systems.
CoRR
Maomeng Su, Mingxing Zhang, Kang Chen, Yongwei Wu, Guoliang Li
2015 A* conf
Real time personalized search on social networks.
ICDE
Yuchen Li, Zhifeng Bao, Guoliang Li, Kian-Lee Tan
2015 A* conf
Two birds with one stone: An efficient hierarchical framework for top-k and threshold-based string similarity search.
ICDE
Jin Wang, Guoliang Li, Dong Deng, Yong Zhang, Jianhua Feng
2015 — conf
iCrowd: An Adaptive Crowdsourcing Framework.
SIGMOD Conference
Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-Lee Tan, Jianhua Feng
2014 J jnl
A Prefix-Filter based Method for Spatio-Textual Similarity Join.
IEEE Trans. Knowl. Data Eng.
Sitong Liu, Guoliang Li, Jianhua Feng
2014 — conf
A pivotal prefix based filtering algorithm for string similarity search.
SIGMOD Conference
Dong Deng, Guoliang Li, Jianhua Feng
2014 J jnl
A survey of address translation technologies for flash memories.
ACM Comput. Surv.
Dongzhe Ma, Jianhua Feng, Guoliang Li
2014 J jnl
Adaptive Database Schema Design for Multi-Tenant Data Management.
IEEE Trans. Knowl. Data Eng.
Jiacai Ni, Guoliang Li, Lijun Wang, Jianhua Feng, Jun Zhang, Lei Li
2014 A* conf
Breaking out of the MisMatch trap.
ICDE
Yong Zeng, Zhifeng Bao, Tok Wang Ling, H. V. Jagadish, Guoliang Li
2014 A* conf
Effective location identification from microblogs.
ICDE
Guoliang Li, Jun Hu, Jianhua Feng, Kian-Lee Tan
2014 J jnl
Efficient Top-K SimRank-based Similarity Join.
Proc. VLDB Endow.
Wenbo Tao, Minghe Yu, Guoliang Li
2014 — conf
Efficient location-aware influence maximization.
SIGMOD Conference
Guoliang Li, Shuo Chen, Jianhua Feng, Kian-Lee Tan, Wen-Syan Li
2014 — conf
Efficient top-K SimRank-based similarity join.
SIGMOD Conference
Wenbo Tao, Guoliang Li
2014 J jnl
Extending string similarity join to tolerant fuzzy token matching.
ACM Trans. Database Syst.
Jiannan Wang, Guoliang Li, Jianhua Feng
2014 C conf
Group-Based Personalized Location Recommendation on Social Networks.
APWeb
Henan Wang, Guoliang Li, Jianhua Feng
2014 — conf
Incremental Quality Inference in Crowdsourcing.
DASFAA (2)
Jianhong Feng, Guoliang Li, Henan Wang, Jianhua Feng
2014 J jnl
Leveraging Transitive Relations for Crowdsourced Joins.
CoRR
Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng
2014 A* conf
MassJoin: A mapreduce-based method for scalable string similarity joins.
ICDE
Dong Deng, Guoliang Li, Shuang Hao, Jiannan Wang, Jianhua Feng
2014 J jnl
R3: A Real-Time Route Recommendation System.
Proc. VLDB Endow.
Henan Wang, Guoliang Li, Huiqi Hu, Shuo Chen, Bingwen Shen, Hao Wu, Wen-Syan Li, Kian-Lee Tan
2014 J jnl
String Similarity Joins: An Experimental Evaluation.
Proc. VLDB Endow.
Yu Jiang, Guoliang Li, Jianhua Feng, Wen-Syan Li
2014 J jnl
The Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution.
CoRR
Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng
2014 — ed.
Web-Age Information Management - 15th International Conference, WAIM 2014, Macau, China, June 16-18, 2014. Proceedings
WAIM
Feifei Li, Guoliang Li, Seung-won Hwang, Bin Yao, Zhenjie Zhang
2014 J jnl
\(\mathsf{B}^{p}\) - \(\mathsf{Tree}\) : A Predictive \(\mathsf{B}^{+}\) - \(\mathsf{Tree}\) for Reducing Writes on Phase Change Memory.
IEEE Trans. Knowl. Data Eng.
Weiwei Hu, Guoliang Li, Jiacai Ni, Dalie Sun, Kian-Lee Tan
2013 — conf
A Human-Machine Method for Web Table Understanding.
WAIM
Guoliang Li
2013 J jnl
A User-Friendly Patent Search Paradigm.
IEEE Trans. Knowl. Data Eng.
Yang Cao, Ju Fan, Guoliang Li
2013 J jnl
A partition-based method for string similarity joins with edit-distance constraints.
ACM Trans. Database Syst.
Guoliang Li, Dong Deng, Jianhua Feng
2013 — conf
Efficient XML Keyword Search: From Graph Model to Tree Model.
DEXA (1)
Yong Zeng, Zhifeng Bao, Tok Wang Ling, Guoliang Li
2013 — conf
Efficient parallel partition-based algorithms for similarity search and join with edit distance constraints.
EDBT/ICDT Workshops
Yu Jiang, Dong Deng, Jiannan Wang, Guoliang Li, Jianhua Feng
2013 A conf
Exploring XML data is as easy as using maps.
CIKM
Yong Zeng, Zhifeng Bao, Guoliang Li, Tok Wang Ling
2013 — conf
Fast Similar Subgraph Search with Maximum Common Connected Subgraph Constraints.
BigData Congress
Huiqi Hu, Guoliang Li, Jianhua Feng
2013 A conf
G-tree: an efficient index for KNN search on road networks.
CIKM
Ruicheng Zhong, Guoliang Li, Kian-Lee Tan, Lizhu Zhou
2013 — conf
Leveraging transitive relations for crowdsourced joins.
SIGMOD Conference
Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng
2013 A* conf
Location-aware publish/subscribe.
KDD
Guoliang Li, Yang Wang, Ting Wang, Jianhua Feng
2013 A* conf
Removing the mismatch headache in XML keyword search.
SIGIR
Yong Zeng, Zhifeng Bao, Tok Wang Ling, Guoliang Li
2013 J jnl
Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases.
Proc. VLDB Endow.
Dong Deng, Yu Jiang, Guoliang Li, Jian Li, Cong Yu
2013 J jnl
Supporting Search-As-You-Type Using SQL in Databases.
IEEE Trans. Knowl. Data Eng.
Guoliang Li, Jianhua Feng, Chen Li
2013 A* conf
Top-k string similarity search with edit-distance constraints.
ICDE
Dong Deng, Guoliang Li, Jianhua Feng, Wen-Syan Li
2013 — conf
TsingNUS: a location-based service system towards live city.
SIGMOD Conference
Guoliang Li, Nan Zhang, Ruicheng Zhong, Sitong Liu, Weihuang Huang, Ju Fan, Kian-Lee Tan, Lizhu Zhou, Jianhua Feng
2012 A conf
A positional access method for relational databases.
CIKM
Dongzhe Ma, Jianhua Feng, Guoliang Li
2012 A conf
Adapt: adaptive database schema design for multi-tenant applications.
CIKM
Jiacai Ni, Guoliang Li, Jun Zhang, Lei Li, Jianhua Feng
2012 A* conf
An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints.
ICDE
Dong Deng, Guoliang Li, Jianhua Feng
2012 — conf
Can we beat the prefix filtering?: an adaptive framework for similarity join and search.
SIGMOD Conference
Jiannan Wang, Guoliang Li, Jianhua Feng
2012 A* conf
DESKS: Direction-Aware Spatial Keyword Search.
ICDE
Guoliang Li, Jianhua Feng, Jing Xu
2012 J jnl
Efficient Fuzzy Type-Ahead Search in XML Data.
IEEE Trans. Knowl. Data Eng.
Jianhua Feng, Guoliang Li
2012 A conf
Efficient safe-region construction for moving top-K spatial keyword queries.
CIKM
Weihuang Huang, Guoliang Li, Kian-Lee Tan, Jianhua Feng
2012 A conf
Keyword-based k-nearest neighbor search in spatial databases.
CIKM
Guoliang Li, Jing Xu, Jianhua Feng
2012 A conf
Location-aware instant search.
CIKM
Ruicheng Zhong, Ju Fan, Guoliang Li, Kian-Lee Tan, Lizhu Zhou
2012 J jnl
SEAL: Spatio-Textual Similarity Search
CoRR
Ju Fan, Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu
2012 J jnl
SEAL: Spatio-Textual Similarity Search.
Proc. VLDB Endow.
Ju Fan, Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu
2012 A conf
Star-Join: spatio-textual similarity join.
CIKM
Sitong Liu, Guoliang Li, Jianhua Feng
2012 A* conf
Supporting efficient top-k queries in type-ahead search.
SIGIR
Guoliang Li, Jiannan Wang, Chen Li, Jianhua Feng
2012 J jnl
Trie-join: a trie-based method for efficient string similarity joins.
VLDB J.
Jianhua Feng, Jiannan Wang, Guoliang Li
2011 — conf
An Effective Approach for Searching Closest Sentence Translations from the Web.
DASFAA (2)
Ju Fan, Guoliang Li, Lizhu Zhou
2011 J jnl
An effective 3-in-1 keyword search method over heterogeneous data sources.
Inf. Syst.
Guoliang Li, Jianhua Feng, Beng Chin Ooi, Jianyong Wang, Lizhu Zhou
2011 A conf
DBease: Making Databases User-Friendly and Easily Accessible.
CIDR
Guoliang Li, Ju Fan, Hao Wu, Jiannan Wang, Jianhua Feng
2011 B conf
Efficient Algorithms for Top-k Keyword Queries on Spatial Databases.
Mobile Data Management (1)
Ting Wang, Guoliang Li, Jianhua Feng
2011 J jnl
Efficient fuzzy full-text type-ahead search.
VLDB J.
Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng
2011 J jnl
Entity Matching: How Similar Is Similar.
Proc. VLDB Endow.
Jiannan Wang, Guoliang Li, Jeffrey Xu Yu, Jianhua Feng
2011 — conf
Faerie: efficient filtering algorithms for approximate dictionary-based entity extraction.
SIGMOD Conference
Guoliang Li, Dong Deng, Jianhua Feng
2011 A* conf
Fast-join: An efficient method for fuzzy token matching based string similarity join.
ICDE
Jiannan Wang, Guoliang Li, Jianhua Feng
2011 J jnl
Finding Top-k Answers in Keyword Search over Relational Databases Using Tuple Units.
IEEE Trans. Knowl. Data Eng.
Jianhua Feng, Guoliang Li, Jianyong Wang
2011 A* conf
Interactive SQL query suggestion: Making databases user-friendly.
ICDE
Ju Fan, Guoliang Li, Lizhu Zhou
2011 J jnl
KEMB: A Keyword-Based XML Message Broker.
IEEE Trans. Knowl. Data Eng.
Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou
2011 — conf
LazyFTL: a page-level flash translation layer optimized for NAND flash memory.
SIGMOD Conference
Dongzhe Ma, Jianhua Feng, Guoliang Li
2011 J jnl
PASS-JOIN: A Partition-based Method for Similarity Joins
CoRR
Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng
2011 J jnl
PASS-JOIN: A Partition-based Method for Similarity Joins.
Proc. VLDB Endow.
Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng
2011 J jnl
Providing built-in keyword search capabilities in RDBMS.
VLDB J.
Guoliang Li, Jianhua Feng, Xiaofang Zhou, Jianyong Wang
2010 J jnl
An Effective Semantic Cache for Exploiting XPath Query/View Answerability.
J. Comput. Sci. Technol.
Guoliang Li, Jianhua Feng
2010 — conf
An Efficient Parallel PathStack Algorithm for Processing XML Twig Queries on Multi-core Systems.
DASFAA (1)
Jianhua Feng, Le Liu, Guoliang Li, Jianhui Li, Yuanhao Sun
2010 A* conf
Efficient fuzzy type-ahead search in TASTIER.
ICDE
Guoliang Li, Shengyue Ji, Chen Li, Jiannan Wang, Jianhua Feng
2010 A conf
Extending dictionary-based entity extraction to tolerate errors.
CIKM
Guoliang Li, Dong Deng, Jianhua Feng
2010 J jnl
Finding and ranking compact connected trees for effective keyword proximity search in XML documents.
Inf. Syst.
Jianhua Feng, Guoliang Li, Jianyong Wang, Lizhu Zhou
2010 J jnl
Interactive and fuzzy search: a dynamic way to explore MEDLINE.
Bioinform.
Jiannan Wang, Inci Cetindil, Shengyue Ji, Chen Li, Xiaohui Xie, Guoliang Li, Jianhua Feng
2010 J jnl
Seaform: Search-As-You-Type in Forms.
Proc. VLDB Endow.
Hao Wu, Guoliang Li, Chen Li, Lizhu Zhou
2010 J jnl
Search-As-You-Type: Opportunities and Challenges.
IEEE Data Eng. Bull.
Chen Li, Guoliang Li
2010 C conf
Suggesting Topic-Based Query Terms as You Type.
APWeb
Ju Fan, Hao Wu, Guoliang Li, Lizhu Zhou
2010 J jnl
Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints.
Proc. VLDB Endow.
Jiannan Wang, Guoliang Li, Jianhua Feng
2009 A* conf
Automatic URL completion and prediction using fuzzy type-ahead search.
SIGIR
Jiannan Wang, Guoliang Li, Jianhua Feng
2009 B conf
Effective Fuzzy Keyword Search over Uncertain Data.
DASFAA
Xiaoming Song, Guoliang Li, Jianhua Feng, Lizhu Zhou
2009 A* conf
Efficient interactive fuzzy keyword search.
WWW
Shengyue Ji, Guoliang Li, Chen Li, Jianhua Feng
2009 — conf
Efficient type-ahead search on relational data: a TASTIER approach.
SIGMOD Conference
Guoliang Li, Shengyue Ji, Chen Li, Jianhua Feng
2009 J jnl
Incremental sequence-based frequent query pattern mining from XML queries.
Data Min. Knowl. Discov.
Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou
2009 A* conf
Interactive search in XML data.
WWW
Guoliang Li, Jianhua Feng, Lizhu Zhou
2009 A* conf
Progressive Keyword Search in Relational Databases.
ICDE
Guoliang Li, Xiaofang Zhou, Jianhua Feng, Jianyong Wang
2009 J jnl
SAIL: Structure-aware indexing for effective and progressive top-k keyword search over XML documents.
Inf. Sci.
Guoliang Li, Chen Li, Jianhua Feng, Lizhu Zhou
2009 A conf
Structure-aware indexing for keyword search in databases.
CIKM
Guoliang Li, Jianhua Feng, Jianyong Wang
2009 A* conf
Supporting Database Applications as a Service.
ICDE
Mei Hui, Dawei Jiang, Guoliang Li, Yuan Zhou
2008 J jnl
A Semantic Cache Framework for Secure XML Queries.
J. Comput. Sci. Technol.
Jianhua Feng, Guoliang Li, Na Ta
2008 J jnl
An effective and versatile keyword search engine on heterogenous data sources.
Proc. VLDB Endow.
Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou
2008 — conf
EASE: an effective 3-in-1 keyword search method for unstructured, semi-structured and structured data.
SIGMOD Conference
Guoliang Li, Beng Chin Ooi, Jianhua Feng, Jianyong Wang, Lizhu Zhou
2008 — conf
Effective Indices for Efficient Approximate String Search and Similarity Join.
WAIM
Xuhui Liu, Guoliang Li, Jianhua Feng, Lizhu Zhou
2008 B conf
Efficient Similarity Search for Tree-Structured Data.
SSDBM
Guoliang Li, Xuhui Liu, Jianhua Feng, Lizhu Zhou
2008 A* conf
Efficient vectorial operators for processing xml twig queries.
WWW
Guoliang Li, Jianhua Feng, Jianyong Wang, Feng Lin, Lizhu Zhou
2008 — conf
LCA-Based Keyword Search for Effectively Retrieving "Information Unit" from Web Pages.
WAIM
Xiaoming Song, Jianhua Feng, Guoliang Li, Qin Hong
2008 — conf
Parallel Structural Join Algorithm on Shared-Memory Multi-Core Systems.
WAIM
Le Liu, Jianhua Feng, Guoliang Li, Qian Qian, Jianhui Li
2008 — conf
Progressive Ranking for Efficient Keyword Search over Relational Databases.
BNCOD
Guoliang Li, Jianhua Feng, Feng Lin, Lizhu Zhou
2008 A* conf
Race: finding and ranking compact connected trees for keyword proximity search over xml documents.
WWW
Guoliang Li, Jianhua Feng, Jianyong Wang, Bei Yu, Yukai He
2008 A conf
Retune: Retrieving and Materializing Tuple Units for Effective Keyword Search over Relational Databases.
ER
Guoliang Li, Jianhua Feng, Lizhu Zhou
2008 A* conf
Sailer: an effective search engine for unified retrieval of heterogeneous xml and web documents.
WWW
Guoliang Li, Jianhua Feng, Jianyong Wang, Xiaoming Song, Lizhu Zhou
2007 — conf
A framework of semantic cache for secure XML query answering: an interesting joint and novel perspective.
Infoscale
Jianhua Feng, Na Ta, Guoliang Li, Yu Liu, Dapeng Lv
2007 A conf
Effective keyword search for valuable lcas over xml documents.
CIKM
Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou
2007 — conf
Effective keyword-based selection of relational databases.
SIGMOD Conference
Bei Yu, Guoliang Li, Karen R. Sollins, Anthony K. H. Tung
2007 B conf
Efficient Holistic Twig Joins in Leaf-to-Root Combining with Root-to-Leaf Way.
DASFAA
Guoliang Li, Jianhua Feng, Yong Zhang, Lizhu Zhou
2007 — conf
Efficient Keyword Search over Data-Centric XML Documents.
APWeb/WAIM
Guoliang Li, Jianhua Feng, Na Ta, Lizhu Zhou
2007 A* conf
Exploit sequencing views in semantic cache to accelerate xpath query evaluation.
WWW
Jianhua Feng, Na Ta, Yong Zhang, Guoliang Li
2007 A conf
One table stores all: Enabling painless free-and-easy data publishing and sharing.
CIDR
Beng Chin Ooi, Bei Yu, Guoliang Li
2007 B conf
Schema Mapping in P2P Networks Based on Classification and Probing.
DASFAA
Guoliang Li, Beng Chin Ooi, Bei Yu, Lizhu Zhou
2006 A* conf
Incremental Mining of Frequent Query Patterns from XML Queries for Caching.
ICDM
Guoliang Li, Jianhua Feng, Jianyong Wang, Yong Zhang, Lizhu Zhou
2006 B conf
SCEND: An Efficient Semantic Cache to Adequately Explore Answerability of Views.
WISE
Guoliang Li, Jianhua Feng, Na Ta, Yong Zhang, Lizhu Zhou
2005 — conf
BBTC: A New Update-Supporting Coding Scheme for XML Documents.
WAIM
Jianhua Feng, Guoliang Li, Lizhu Zhou, Na Ta, Qian Qian, Yuguo Liao
2005 — conf
DMT: A Flexible and Versatile Selectivity Estimation Approach for Graph Query.
WAIM
Jianhua Feng, Qian Qian, Yuguo Liao, Guoliang Li, Na Ta