SESQ: A Model-Driven Method for Building Object Level Vertical Search Engines. - Ling Lin; Yukai He; Hang Guo; Ju Fan; Lizhu Zhou; Qi Guo; Gang Li (ER, 2008)

Suggesting Topic-Based Query Terms as You Type. - Ju Fan; Hao Wu 010; Guoliang Li 001; Lizhu Zhou (APWeb, 2010)

Personalizing Web Page Recommendation via Collaborative Filtering and Topic-Aware Markov Model. - Qingyan Yang; Ju Fan; Jianyong Wang 001; Lizhu Zhou (ICDM, 2010)

Measuring Similarity of Chinese Web Databases Based on Category Hierarchy. - Juan Liu; Ju Fan; Lizhu Zhou (APWeb, 2011)

DBease: Making Databases User-Friendly and Easily Accessible. - Guoliang Li 001; Ju Fan; Hao Wu 010; Jiannan Wang 001; Jianhua Feng (CIDR, 2011)

An Effective Approach for Searching Closest Sentence Translations from the Web. - Ju Fan; Guoliang Li 001; Lizhu Zhou (DASFAA (2), 2011)

Interactive SQL query suggestion: Making databases user-friendly. - Ju Fan; Guoliang Li 001; Lizhu Zhou (ICDE, 2011)

Location-aware instant search. - Ruicheng Zhong; Ju Fan; Guoliang Li 001; Kian-Lee Tan; Lizhu Zhou (CIKM, 2012)

SEAL: Spatio-Textual Similarity Search. - Ju Fan; Guoliang Li 001; Lizhu Zhou; Shanshan Chen; Jun Hu (Proc. VLDB Endow., 2012)

Crowdsourcing-Assisted Query Structure Interpretation. - Jun Han; Ju Fan; Lizhu Zhou (IJCAI, 2013)

TsingNUS: a location-based service system towards live city. - Guoliang Li 001; Nan Zhang; Ruicheng Zhong; Sitong Liu; Weihuang Huang; Ju Fan; Kian-Lee Tan; Lizhu Zhou; Jianhua Feng (SIGMOD Conference, 2013)

A User-Friendly Patent Search Paradigm. - Yang Cao 011; Ju Fan; Guoliang Li 001 (IEEE Trans. Knowl. Data Eng., 2013)

A hybrid machine-crowdsourcing system for matching web tables. - Ju Fan; Meiyu Lu; Beng Chin Ooi; Wang-Chiew Tan; Meihui Zhang 001 (ICDE, 2014)

Song Recommendation for Social Singing Community. - Kuang Mao; Ju Fan; Lidan Shou; Gang Chen 001; Mohan S. Kankanhalli (ACM Multimedia, 2014)

GEMINI: An Integrative Healthcare Analytics System. - Zheng Jye Ling; Quoc Trung Tran; Ju Fan; Gerald Choon Huat Koh; Thi Nguyen; Chuen Seng Tan; James Wei Luen Yip; Meihui Zhang 001 (Proc. VLDB Endow., 2014)

iCrowd: An Adaptive Crowdsourcing Framework. - Ju Fan; Guoliang Li 001; Beng Chin Ooi; Kian-Lee Tan; Jianhua Feng (SIGMOD Conference, 2015)

Online Topic-Aware Influence Maximization. - Shuo Chen 003; Ju Fan; Guoliang Li 001; Jianhua Feng; Kian-Lee Tan; Jinhui Tang 001 (Proc. VLDB Endow., 2015)

CrowdOp: Query Optimization for Declarative Crowdsourcing Systems. - Ju Fan; Meihui Zhang 001; Stanley Kok; Meiyu Lu; Beng Chin Ooi (IEEE Trans. Knowl. Data Eng., 2015)

Competence-Based Song Recommendation: Matching Songs to One's Singing Skill. - Kuang Mao; Lidan Shou; Ju Fan; Gang Chen 001; Mohan S. Kankanhalli (IEEE Trans. Multim., 2015)

Linking News and Tweets. - Xiaojie Lin; Ye Gu; Rui Zhang 003; Ju Fan (ADC, 2016)

CDB: Optimizing Queries with Crowd-Based Selections and Joins. - Guoliang Li 001; Chengliang Chai; Ju Fan; Xueping Weng; Jian Li 015; Yudian Zheng; Yuanbing Li; Xiang Yu; Xiaohang Zhang; Haitao Yuan 002 (SIGMOD Conference, 2017)

Discovering Your Selling Points: Personalized Social Influential Tags Exploration. - Yuchen Li 001; Ju Fan; Dongxiang Zhang; Kian-Lee Tan (SIGMOD Conference, 2017)

Crowdsourced Data Management: Overview and Challenges. - Guoliang Li 001; Yudian Zheng; Ju Fan; Jiannan Wang 001; Reynold Cheng (SIGMOD Conference, 2017)

Using hybrid algorithmic-crowdsourcing methods for academic knowledge acquisition. - Zhaoan Dong; Jiaheng Lu; Tok Wang Ling; Ju Fan; Yueguo Chen (Clust. Comput., 2017)

Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications. - Dongxiang Zhang; Yuchen Li 001; Ju Fan; Lianli Gao; Fumin Shen; Heng Tao Shen (ACM Trans. Inf. Syst., 2017)

Using Crowdsourcing for Fine-Grained Entity Type Completion in Knowledge Bases. - Zhaoan Dong; Ju Fan; Jiaheng Lu; Xiaoyong Du 001; Tok Wang Ling (APWeb/WAIM (2), 2018)

Crowd-Type: A Crowdsourcing-Based Tool for Type Completion in Knowledge Bases. - Zhaoan Dong; Jianhong Tu; Ju Fan; Jiaheng Lu; Xiaoyong Du 001; Tok Wang Ling (ER Workshops, 2018)

Mining Rules with Constants from Large Scale Knowledge Bases. - Xuan Wang; Jingjing Zhang; Jinchuan Chen; Ju Fan (ER, 2018)

Incentive-Based Entity Collection Using Crowdsourcing. - Chengliang Chai; Ju Fan; Guoliang Li 001 (ICDE, 2018)

OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks. - Ju Fan; Jiarong Qiu; Yuchen Li 001; Qingfei Meng; Dongxiang Zhang; Guoliang Li 001; Kian-Lee Tan; Xiaoyong Du 001 (ICDE, 2018)

Fine-grained Concept Linking using Neural Networks in Healthcare. - Jian Dai; Meihui Zhang 001; Gang Chen 001; Ju Fan; Kee Yuan Ngiam; Beng Chin Ooi (SIGMOD Conference, 2018)

Influential User Subscription on Time-Decaying Social Streams. - Xin Yang; Ju Fan (CoRR, 2018)

Crowd-Powered Data Mining. - Chengliang Chai; Ju Fan; Guoliang Li 001; Jiannan Wang 001; Yudian Zheng (CoRR, 2018)

Human-in-the-loop Rule Learning for Data Integration. - Ju Fan; Guoliang Li 001 (IEEE Data Eng. Bull., 2018)

CDB: A Crowd-Powered Database System. - Guoliang Li 001; Chengliang Chai; Ju Fan; Xueping Weng; Jian Li 015; Yudian Zheng; Yuanbing Li; Xiang Yu; Xiaohang Zhang; Haitao Yuan 002 (Proc. VLDB Endow., 2018)

Cost-Effective Data Annotation using Game-Based Crowdsourcing. - Jingru Yang; Ju Fan; Zhewei Wei; Guoliang Li 001; Tongyu Liu; Xiaoyong Du 001 (Proc. VLDB Endow., 2018)

Trajectory Simplification: An Experimental Study and Quality Analysis. - Dongxiang Zhang; Mengting Ding; Dingyu Yang; Yi Liu; Ju Fan; Heng Tao Shen (Proc. VLDB Endow., 2018)

Influence Maximization on Social Graphs: A Survey. - Yuchen Li 001; Ju Fan; Yanhao Wang 001; Kian-Lee Tan (IEEE Trans. Knowl. Data Eng., 2018)

Location-aware Influence Maximization over Dynamic Social Streams. - Yanhao Wang 001; Yuchen Li 001; Ju Fan; Kian-Lee Tan (ACM Trans. Inf. Syst., 2018)

Crowd Database Systems. - Ju Fan; Meihui Zhang 001; Beng Chin Ooi (Encyclopedia of Database Systems (2nd ed.), 2018)

Crowdsourcing Database Systems: Overview and Challenges. - Chengliang Chai; Ju Fan; Guoliang Li 001; Jiannan Wang 001; Yudian Zheng (ICDE, 2019)

Maximizing Multifaceted Network Influence. - Yuchen Li 001; Ju Fan; George V. Ovchinnikov; Panagiotis Karras (ICDE, 2019)

CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling. - Tongyu Liu; Jingru Yang; Ju Fan; Zhewei Wei; Guoliang Li 001; Xiaoyong Du 001 (SIGMOD Conference, 2019)

Distribution-Aware Crowdsourced Entity Collection. - Ju Fan; Zhewei Wei; Dongxiang Zhang; Jingru Yang; Xiaoyong Du 001 (IEEE Trans. Knowl. Data Eng., 2019)

Social Influence Does Matter: User Action Prediction for In-Feed Advertising. - Hongyang Wang; Qingfei Meng; Ju Fan; Yuchen Li 001; Laizhong Cui; Xiaoman Zhao; Chong Peng; Gong Chen; Xiaoyong Du 001 (AAAI, 2020)

Crowdsourcing-based Data Extraction from Visualization Charts. - Chengliang Chai; Guoliang Li 001; Ju Fan; Yuyu Luo (ICDE, 2020)

BiANE: Bipartite Attributed Network Embedding. - Wentao Huang; Yuchen Li 001; Yuan Fang 001; Ju Fan; Hongxia Yang (SIGIR, 2020)

Relational Pretrained Transformers towards Democratizing Data Preparation [Vision]. - Nan Tang 001; Ju Fan; Fangyi Li; Jianhong Tu; Xiaoyong Du 001; Guoliang Li 001; Sam Madden 001; Mourad Ouzzani (CoRR, 2020)

Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration. - Ju Fan; Tongyu Liu; Guoliang Li 001; Junyou Chen; Yuwei Shen; Xiaoyong Du 001 (Proc. VLDB Endow., 2020)

A game-based framework for crowdsourced data labeling. - Jingru Yang; Ju Fan; Zhewei Wei; Guoliang Li 001; Tongyu Liu; Xiaoyong Du 001 (VLDB J., 2020)

A Human-in-the-loop Approach to Social Behavioral Targeting. - Jingru Yang; Xiaoman Zhao; Ju Fan; Gong Chen; Chong Peng; Sheng Yao; Xiaoyong Du 001 (ICDE, 2021)

TFV: A Framework for Table-Based Fact Verification. - Mingke Chai; Zihui Gu; Xiaoman Zhao; Ju Fan; Xiaoyong Du 001 (IEEE Data Eng. Bull., 2021)

Preface. - Guoliang Li 001; Dong Deng 001; Ju Fan (J. Comput. Sci. Technol., 2021)

Adaptive Data Augmentation for Supervised Learning over Missing Data. - Tongyu Liu; Ju Fan; Yinqing Luo; Nan Tang 001; Guoliang Li 001; Xiaoyong Du 001 (Proc. VLDB Endow., 2021)

RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation. - Nan Tang 001; Ju Fan; Fangyi Li; Jianhong Tu; Xiaoyong Du 001; Guoliang Li 001; Samuel Madden 001; Mourad Ouzzani (Proc. VLDB Endow., 2021)

CrowdChart: Crowdsourced Data Extraction From Visualization Charts. - Chengliang Chai; Guoliang Li 001; Ju Fan; Yuyu Luo (IEEE Trans. Knowl. Data Eng., 2021)

A survey of typical attributed graph queries. - Yanhao Wang 001; Yuchen Li 001; Ju Fan; Chang Ye; Mingke Chai (World Wide Web, 2021)

A Two-Phase Approach for Recognizing Tables with Complex Structures. - Huichao Li; Ling-Ze Meng; Weiyu Zhang; Jianing Zhang; Ju Fan; Meihui Zhang 001 (DASFAA (1), 2022)

PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. - Zihui Gu; Ju Fan; Nan Tang 001; Preslav Nakov; Xiaoman Zhao; Xiaoyong Du 001 (EMNLP, 2022)

Local Clustering over Labeled Graphs: An Index-Free Approach. - Yudong Niu; Yuchen Li 001; Ju Fan; Zhifeng Bao (ICDE, 2022)

Semantics Driven Embedding Learning for Effective Entity Alignment. - Ziyue Zhong; Meihui Zhang 001; Ju Fan; Chenxiao Dou (ICDE, 2022)

OpenTFV: An Open Domain Table-Based Fact Verification System. - Zihui Gu; Ruixue Fan; Xiaoman Zhao; Meihui Zhang 001; Ju Fan; Xiaoyong Du 001 (SIGMOD Conference, 2022)

Domain Adaptation for Deep Entity Resolution. - Jianhong Tu; Ju Fan; Nan Tang 001; Peng Wang 187; Chengliang Chai; Guoliang Li 001; Ruixue Fan; Xiaoyong Du 001 (SIGMOD Conference, 2022)

Contextual Expressive Text-to-Speech. - Jianhong Tu; Zeyu Cui; Xiaohuan Zhou; Siqi Zheng; Kai Hu; Ju Fan; Chang Zhou (CoRR, 2022)

Preface to Special Issue on New Technologies of Database Systems. - Guoliang Li 001; Ge Yu 001; Jun Yang 001; Ju Fan (Int. J. Softw. Informatics, 2022)

Interpretable MOOC recommendation: a multi-attention network for personalized learning behavior analysis. - Ju Fan; Yuanchun Jiang; Yezheng Liu 001; Yonghang Zhou (Internet Res., 2022)

DADER: Hands-Off Entity Resolution with Domain Adaptation. - Jianhong Tu; Xiaoyue Han; Ju Fan; Nan Tang 001; Chengliang Chai; Guoliang Li 001; Xiaoyong Du 001 (Proc. VLDB Endow., 2022)

Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes. - Zui Chen; Zihui Gu; Lei Cao 004; Ju Fan; Samuel Madden 001; Nan Tang 001 (CIDR, 2023)

Demystifying Artificial Intelligence for Data Preparation. - Chengliang Chai; Nan Tang 001; Ju Fan; Yuyu Luo (SIGMOD Conference Companion, 2023)

Pay "Attention" to Chart Images for What You Read on Text. - Chenyu Yang; Ruixue Fan; Nan Tang 001; Meihui Zhang 001; Xiaoman Zhao; Ju Fan; Xiaoyong Du 001 (SIGMOD Conference Companion, 2023)

ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions. - Sibei Chen; Hanbing Liu; Waiting Jin; Xiangyu Sun; Xiaoyao Feng; Ju Fan; Xiaoyong Du 001; Nan Tang 001 (CoRR, 2023)

Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation. - Zihui Gu; Ju Fan; Nan Tang 001; Songyue Zhang; Yuxin Zhang; Zui Chen; Lei Cao 004; Guoliang Li 001; Sam Madden 001; Xiaoyong Du 001 (CoRR, 2023)

VerifAI: Verified Generative AI. - Nan Tang 001; Chenyu Yang; Ju Fan; Lei Cao 004 (CoRR, 2023)

SEED: Simple, Efficient, and Effective Data Management via Large Language Models. - Zui Chen; Lei Cao 004; Sam Madden 001; Ju Fan; Nan Tang 001; Zihui Gu; Zeyuan Shang; Chunwei Liu; Michael J. Cafarella; Tim Kraska (CoRR, 2023)

GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data. - Chengliang Chai; Jiabin Liu; Nan Tang 001; Ju Fan; Dongjing Miao; Jiayi Wang 002; Yuyu Luo; Guoliang Li 001 (Proc. ACM Manag. Data, 2023)

HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation. - Sibei Chen; Nan Tang 001; Ju Fan; Xuemi Yan; Chengliang Chai; Guoliang Li 001; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2023)

Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning. - Zihui Gu; Ju Fan; Nan Tang 001; Lei Cao 004; Bowen Jia; Sam Madden 001; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2023)

Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration. - Jianhong Tu; Ju Fan; Nan Tang 001; Peng Wang 187; Guoliang Li 001; Xiaoyong Du 001; Xiaofeng Jia; Song Gao (Proc. ACM Manag. Data, 2023)

Front Matter. - Georgia Koutrika; Jun Yang 001; Manos Athanassoulis; Kostas Stefanidis; Ju Fan; Abdul Quamar; Yuanyan Tian; Alekh Jindal; Carsten Binnig; Jennie Rogers; Senjuti Basu Roy; Steven Euijong Whang; et al. (Proc. VLDB Endow., 2023)

DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation. - Zihui Gu; Xingwu Sun; Fengzong Lian; Zhanhui Kang; Chengzhong Xu 001; Ju Fan (AAAI, 2024)

VerifAI: Verified Generative AI. - Nan Tang 001; Chenyu Yang; Ju Fan; Lei Cao 004; Yuyu Luo; Alon Y. Halevy (CIDR, 2024)

Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation. - Chengliang Chai; Kaisen Jin; Nan Tang 001; Ju Fan; Lianpeng Qiao; Yuping Wang; Yuyu Luo; Ye Yuan 001; Guoren Wang (ICDE, 2024)

Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. - Meihao Fan; Xiaoyue Han; Ju Fan; Chengliang Chai; Nan Tang 001; Guoliang Li 001; Xiaoyong Du 001 (ICDE, 2024)

Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration. - Peng Huang; Meihui Zhang 001; Ziyue Zhong; Chengliang Chai; Ju Fan (ICDE, 2024)

A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data. - Xu Yang; Meihui Zhang 001; Ju Fan; Zeyu Luo; Yuxin Yang (ICDE, 2024)

ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions. - Sibei Chen; Hanbing Liu; Waiting Jin; Xiangyu Sun; Xiaoyao Feng; Ju Fan; Xiaoyong Du 001; Nan Tang 001 (SIGMOD Conference Companion, 2024)

IDE: A System for Iterative Mislabel Detection. - Yuhao Deng; Deng Qiyan; Chengliang Chai; Lei Cao 004; Nan Tang 001; Ju Fan; Jiayi Wang 002; Ye Yuan 001; Guoren Wang (SIGMOD Conference Companion, 2024)

Diverse and Fine-Grained Instruction-Following Ability Exploration with Synthetic Data. - Zihui Gu; Xingwu Sun; Fengzong Lian; Zhanhui Kang; Cheng-Zhong Xu 001; Ju Fan (CoRR, 2024)

A Survey of NL2SQL with Large Language Models: Where are we, and where are we going? - Xinyu Liu; Shuyu Shen; Boyan Li; Peixian Ma; Runzhi Jiang; Yuyu Luo; Yuxin Zhang; Ju Fan; Guoliang Li 001; Nan Tang 001 (CoRR, 2024)

AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework. - Meihao Fan; Ju Fan; Nan Tang 001; Lei Cao 004; Guoliang Li 001; Xiaoyong Du 001 (CoRR, 2024)

A Plug-and-Play Natural Language Rewriter for Natural Language to SQL. - Peixian Ma; Boyan Li; Runzhi Jiang; Ju Fan; Nan Tang 001; Yuyu Luo (CoRR, 2024)

Symphony: Towards Trustworthy Question Answering and Verification using RAG over Multimodal Data Lakes. - Nan Tang 001; Chenyu Yang; Zhengxuan Zhang; Yuyu Luo; Ju Fan; Lei Cao 004; Sam Madden 001; Alon Y. Halevy (IEEE Data Eng. Bull., 2024)

Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations. - Sibei Chen; Yeye He; Weiwei Cui 001; Ju Fan; Song Ge; Haidong Zhang; Dongmei Zhang 001; Surajit Chaudhuri (Proc. ACM Manag. Data, 2024)

CodeS: Towards Building Open-source Language Models for Text-to-SQL. - Haoyang Li; Jing Zhang 001; Hanbing Liu; Ju Fan; Xiaokang Zhang; Jun Zhu; Renjie Wei; Hongyan Pan; Cuiping Li 001; Hong Chen 001 (Proc. ACM Manag. Data, 2024)

Tabular data synthesis with generative adversarial networks: design space and optimizations. - Tongyu Liu; Ju Fan; Guoliang Li 001; Nan Tang 001; Xiaoyong Du 001 (VLDB J., 2024)

Controllable Tabular Data Synthesis Using Diffusion Models. - Tongyu Liu; Ju Fan; Nan Tang 001; Guoliang Li 001; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2024)

MisDetect: Iterative Mislabel Detection using Early Loss. - Yuhao Deng; Chengliang Chai; Lei Cao 004; Nan Tang 001; Jiayi Wang 002; Ju Fan; Ye Yuan 001; Guoren Wang (Proc. VLDB Endow., 2024)

Unicorn: A Unified Multi-Tasking Matching Model. - Ju Fan; Jianhong Tu; Guoliang Li 001; Peng Wang 187; Xiaoyong Du 001; Xiaofeng Jia; Song Gao; Nan Tang 001 (SIGMOD Rec., 2024)

Improving Graph Compression for Efficient Resource-Constrained Graph Analytics. - Qian Xu; Juan Yang 018; Feng Zhang 007; Zheng Chen 001; Jiawei Guan; Kang Chen; Ju Fan; Youren Shen; Ke Yang; Yu Zhang 027; Xiaoyong Du 001 (Proc. VLDB Endow., 2024)

Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL. - Ju Fan; Zihui Gu; Songyue Zhang; Yuxin Zhang; Zui Chen; Lei Cao 004; Guoliang Li 001; Samuel Madden 001; Xiaoyong Du 001; Nan Tang 001 (Proc. VLDB Endow., 2024)

Front Matter. - Meihui Zhang 001; Cyrus Shahabi; Ju Fan; Yang Cao 011; Xiaoou Ding; Divesh Srivastava; Nesime Tatbul; Sihem Amer-Yahia; Yongxin Tong; Yuncheng Wu; Li Xiong 001; Torsten Grust; et al. (Proc. VLDB Endow., 2024)

CloudyBench: A Testbed for A Comprehensive Evaluation of Cloud-Native Databases. - Chao Zhang 034; Guoliang Li 001; Leyao Liu; Tao Lv; Ju Fan (ICDE, 2025)

Harnessing Diversity for Important Data Selection in Pretraining Large Language Models. - Chi Zhang; Huaping Zhong; Kuan Zhang; Chengliang Chai; Rui Wang 119; Xinlin Zhuang; Tianyi Bai; Jiantao Qiu; Lei Cao 004; Ju Fan; Ye Yuan 001; Guoren Wang; et al. (ICLR, 2025)

Andromeda: Debugging Database Performance Issues with Retrieval-Augmented Large Language Models. - Pengyi Wang; Sibei Chen; Ju Fan; Bin Wu 003; Nan Tang 001; Jian Tan 001 (SIGMOD Conference Companion, 2025)

Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. - Boyan Li; Jiayi Zhang; Ju Fan; Yanwei Xu; Chong Chen; Nan Tang 001; Yuyu Luo (CoRR, 2025)

Large language model for table processing: a survey. - Weizheng Lu; Jing Zhang 001; Ju Fan; Zihao Fu; Yueguo Chen; Xiaoyong Du 001 (Frontiers Comput. Sci., 2025)

Automatic Database Configuration Debugging using Retrieval-Augmented Language Models. - Sibei Chen; Ju Fan; Bin Wu 003; Nan Tang 001; Chao Deng; Pengyi Wang; Ye Li; Jian Tan 001; Feifei Li 001; Jingren Zhou 001; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2025)

Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation. - Changlun Li; Chenyu Yang; Yuyu Luo; Ju Fan; Nan Tang 001 (Proc. VLDB Endow., 2025)

Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards. - Yuxin Zhang; Meihao Fan; Ju Fan; Mingyang Yi; Yuyu Luo; Jian Tan 001; Guoliang Li 001 (CoRR, 2025)

A Unified Model for Cardinality Estimation by Learning from Data and Queries via Sum-Product Networks. - Jiawei Liu; Ju Fan; Tongyu Liu; Kai Zeng 002; Jiannan Wang 001; Quehuan Liu; Tao Ye; Nan Tang 001 (CoRR, 2025)

TAIJI: MCP-based Multi-Modal Data Analytics on Data Lakes. - Chao Zhang 034; Shaolei Zhang; Quehuan Liu; Sibei Chen; Tong Li; Ju Fan (CoRR, 2025)

PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking. - Yan Zhou; Chunwei Liu; Bhuvan Urgaonkar; Zhengle Wang; Magnus Mueller; Chao Zhang 034; Songyue Zhang; Pascal Pfeil; Dominik Horn; Zhengchun Liu; Davide Pagano; Tim Kraska; et al. (CoRR, 2025)

Cost-effective Missing Value Imputation for Data-effective Machine Learning. - Chengliang Chai; Kaisen Jin; Nan Tang 001; Ju Fan; Dongjing Miao; Jiayi Wang 002; Yuyu Luo; Guoliang Li 001; Ye Yuan 001; Guoren Wang (ACM Trans. Database Syst., 2025)