GL
Guoliang Li
cs.DBcs.AIcs.LGcs.CLMercuryAir Pollutantscs.IRAir Pollutioncs.HCstat.ML
On Valency
published · living versionsW_t7sabavy·v1 · currentpublished
PASS-JOIN: A Partition-based Method for Similarity Joins
with Dong Deng, Jiannan Wang, Jianhua Feng
1 version
Preprints & journals
95 papers in the corpus · 2001–2026GLRT-Based Deep Metric Learning for Robust Remote Sensing Object Retrieval.42118651 · Zhang, Linping, Wang, Xueqian, Jiang, Zhizhuo et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;PP
Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System2603.07449v2 · Xiang Zhang, Hongming Xu, Le Zhou et al.2026 · 1 citationProceedings of the VLDB Endowment, 19(11): 3718-3731, 2026
DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces2608.03451v1 · Boyan Li, Zhuowen Liang, Yupeng Xie et al.2026 · 0 citationsarXiv
Reward-SQL: Boosting Text-to-SQL via Stepwise Execution-Aware Reasoning and Process-Supervised Rewards2505.04671v3 · Yuxin Zhang, Meihao Fan, Ju Fan et al.2025 · 2 citationsarXiv
Long-Lived Luminescence Over an Ultra-Broad Temperature Range via Sequential Exciplex and Chemiluminescence Pathways.41978495 · Wang, Haozhi, Mo, Wanqi, Huang, Zi et al.2026 · 2 citationsAngewandte Chemie (International ed. in English). 2026;65(22):e6306007
GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database2304.09692v1 · Weixing Zhou, Qi Peng, Zijie Zhang et al.2023 · 11 citationsProc. ACM Manag. Data, Vol. 1, No. 1, 2023
PrepBench: How Far Are We from Natural-Language-Driven Data Preparation?2605.08687v1 · Jingzhe Xu, Rui Wang, Jiannan Wang et al.2026 · 0 citationsarXiv
Sparse Neighborhood Graph-Based Approximate Nearest Neighbor Search Revisited: Theoretical Analysis and Optimization2509.15531v5 · Xinran Ma, Zhaoqi Zhou, Chuan Zhou et al.2025 · 1 citationarXiv
Automating Database-Native Function Code Synthesis with LLMs2604.06231v1 · Wei Zhou, Xuanhe Zhou, Qikang He et al.2026 · 4 citationsarXiv
Human-Data Interaction, Exploration, and Visualization in the AI Era: Challenges and Opportunities2603.05542v1 · Jean-Daniel Fekete, Yifan Hu, Dominik Moritz et al.2026 · 0 citationsarXiv
AV-Unified: A Unified Framework for Audio-visual Scene Understanding2603.06530v1 · Guangyao Li, Xin Wang, Wenwu Zhu2026 · 2 citationsarXiv
Data Agents: Levels, State of the Art, and Open Problems2602.04261v1 · Yuyu Luo, Guoliang Li, Ju Fan et al.2026 · 1 citationSIGMOD 2026 Tutorial
Markovian Pre-Trained Transformer for Next-Item Recommendation2601.08275v1 · Cong Xu, Guoliang Li, Jun Wang et al.2026 · 0 citationsarXiv
Downsizing Diffusion Models for Cardinality Estimation2510.20681v2 · Xinhe Mu, Zhaoqi Zhou, Zaijiu Shang et al.2025 · 0 citationsarXiv
Enhancing the understanding of air pollutant emission reductions from coal-fired industrial boilers under the China's Clean Air Action Plans.41045666 · Tong, Yali, Guo, Fenghui, Wang, Xiaocong et al.2025 · 7 citationsJournal of hazardous materials. 2025;499:139999
LLM/Agent-as-Data-Analyst: A Survey2509.23988v3 · Zirui Tang, Weizheng Wang, Zihang Zhou et al.2025 · 2 citationsarXiv
LEO Satellite Track Correction for CSST Multi-Band Imaging Data2510.21510v1 · Huai-Jin Tang, Xiao-Lei Meng, Hu Zhan et al.2025 · 0 citationsarXiv
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science2510.16872v1 · Shaolei Zhang, Ju Fan, Meihao Fan et al.2025 · 3 citationsarXiv
PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation2509.23338v1 · Wei Zhou, Guoliang Li, Haoyu Wang et al.2025 · 1 citationarXiv
AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting2509.18107v1 · Huanyao Zhang, Jiaye Lin, Wentao Zhang et al.2025 · 2 citationsarXiv
ST-Raptor: LLM-Powered Semi-Structured Table Question Answering2508.18190v3 · Zirui Tang, Boyu Niu, Xuanhe Zhou et al.2025 · 5 citationsarXiv
A Lightweight Learned Cardinality Estimation Model2508.09602v1 · Yaoyu Zhu, Jintao Zhang, Guoliang Li et al.2025 · 0 citationsarXiv
GaussMaster: An LLM-based Database Copilot System2506.23322v1 · Wei Zhou, Ji Sun, Xuanhe Zhou et al.2025 · 0 citationsarXiv
SAGE: A Framework of Precise Retrieval for RAG2503.01713v3 · Jintao Zhang, Guoliang Li, Jinyang Su2025 · 9 citationsarXiv
A Survey of LLM $\times$ DATA2505.18458v3 · Xuanhe Zhou, Junxuan He, Wei Zhou et al.2025 · 0 citationsarXiv
Visual Analytics Challenges and Trends in the Age of AI: The BigVis Community Perspective2504.21500v1 · Nikos Bikakis, Panos K. Chrysanthis, Guoliang Li et al.2025 · 0 citationsarXiv
The Cambridge Report on Database Research2504.11259v1 · Anastasia Ailamaki, Samuel Madden, Daniel Abadi et al.2025 · 3 citationsarXiv
FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform2504.00786v1 · Xin Tong, Xuanhe Zhou, Bingsheng He et al.2025 · 0 citationsarXiv
CrackSQL: A Hybrid SQL Dialect Translation System Powered by Large Language Models2504.00882v1 · Wei Zhou, Yuyang Gao, Xuanhe Zhou et al.2025 · 0 citationsarXiv
AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic Analysis2502.13805v2 · Tianqing Wang, Xun Xue, Guoliang Li et al.2025 · 0 citationsarXiv
A Topology-Aware Localized Update Strategy for Graph-Based ANN Index2503.00402v2 · Song Yu, Shengyuan Lin, Shufeng Gong et al.2025 · 3 citationsarXiv
Significant synergistic emission reduction of atmospheric mercury in coal-fired industrial boilers in China.40098213 · Liu, Qi, Tong, Yali, Yue, Tao et al.2025 · 4 citationsJournal of hazardous materials. 2025;488:137370
Graph Neural Networks for Databases: A Survey2502.12908v2 · Ziming Li, Youhuan Li, Yuyu Luo et al.2025 · 2 citationsarXiv
OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML2501.08591v1 · Xuanhe Zhou, Wei Zhou, Liguo Qi et al.2025 · 1 citationarXiv
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation2409.04475v2 · Yihang Zheng, Bo Li, Zhenghao Lin et al.2024 · 1 citationarXiv
Exploration of the prediction and generation patterns of heterocyclic aromatic amines in roast beef based on Genetic Algorithm combined with Support Vector Regression.39243618 · Li, Wenrui, Yu, Jiachen, Ren, Nanjiang et al.2024 · 9 citationsFood chemistry. 2025;463(Pt 1):141059
PACE: Poisoning Attacks on Learned Cardinality Estimation2409.15990v1 · Jintao Zhang, Chao Zhang, Guoliang Li et al.2024 · 10 citationsSIGMOD 2024
AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation2409.16027v1 · Jintao Zhang, Chao Zhang, Guoliang Li et al.2024 · 13 citationsICDE 2023
The Dawn of Natural Language to SQL: Are We Fully Ready?2406.01265v3 · Boyan Li, Yuyu Luo, Chengliang Chai et al.2024 · 77 citationsarXiv
Infrared and Visible Image Fusion Algorithm Based on Double-Domain Transform Filter and Contrast Transform Feature Extraction.38931733 · Ma, Xu, Li, Tianqi, Deng, Jun et al.2024 · 1 citationSensors (Basel, Switzerland). 2024;24(12)
HTAP Databases: A Survey2404.15670v1 · Chao Zhang, Guoliang Li, Jintao Zhang et al.2024 · 18 citationsarXiv
CASTER: A Computer-Vision-Assisted Wireless Channel Simulator for Gesture Recognition2311.07169v2 · Zhenyu Ren, Guoliang Li, Chenqing Ji et al.2023 · 2 citationsarXiv
TablePuppet: A Generic Framework for Relational Federated Learning2403.15839v1 · Lijie Xu, Chulin Xie, Yiran Guo et al.2024 · 0 citationsarXiv
LLM-Enhanced Data Management2402.02643v1 · Xuanhe Zhou, Xinyang Zhao, Guoliang Li2024 · 2 citationsarXiv
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration2312.03987v1 · Meihao Fan, Xiaoyue Han, Ju Fan et al.2023 · 42 citationsarXiv
D-Bot: Database Diagnosis System using Large Language Models2312.01454v2 · Xuanhe Zhou, Guoliang Li, Zhaoyan Sun et al.2023 · 51 citationsarXiv
Towards Transaction as a Service2311.07874v1 · Yanfeng Zhang, Weixing Zhou, Yang Ren et al.2023 · 0 citationsarXiv
SkyMath: Technical Report2310.16713v2 · Liu Yang, Haihua Yang, Wenjun Cheng et al.2023 · 0 citationsarXiv
Survey of Vector Database Management Systems2310.14021v1 · James Jie Pan, Jianguo Wang, Guoliang Li2023 · 170 citationsarXiv
LLM As DBA2308.05481v2 · Xuanhe Zhou, Guoliang Li, Zhiyuan Liu2023 · 5 citationsarXiv
Career total: 22 works. 95 are in this corpus.Showing the 50 most recent.
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