| 2026 | ICDE | Revisiting Single-Table Retrieval: An Open Problem Under 360° Stress Tests. | Chenyu Yang, Ziyu Jiang, Junhao Li, Yuyu Luo, Ju Fan, Nan Tang |
| 2026 | ICDE | Telescope: A Learned What-If Call for Column Store Selection in HTAP Databases. | Yidong Zhang, Chao Zhang, Zhengkun Wu, Ju Fan, Xinyi Zhang, Hong Chen, Yuxing Chen, Anqun Pan |
| 2026 | SIGMOD | Data Agents: Levels, State of the Art, and Open Problems. | Yuyu Luo, Guoliang Li, Ju Fan, Nan Tang |
| 2025 | ICDE | CloudyBench: A Testbed for A Comprehensive Evaluation of Cloud-Native Databases. | Chao Zhang, Guoliang Li, Leyao Liu, Tao Lv, Ju Fan |
| 2025 | ICLR | Harnessing Diversity for Important Data Selection in Pretraining Large Language Models. | Chi Zhang, Huaping Zhong, Kuan Zhang, Chengliang Chai, Rui Wang, Xinlin Zhuang, Tianyi Bai, Jiantao Qiu, Lei Cao, Ju Fan, Ye Yuan, Guoren Wang, Conghui He |
| 2025 | ICML | Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. | Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo |
| 2025 | SIGMOD | Andromeda: Debugging Database Performance Issues with Retrieval-Augmented Large Language Models. | Pengyi Wang, Sibei Chen, Ju Fan, Bin Wu, Nan Tang, Jian Tan |
| 2024 | AAAI | DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation. | Zihui Gu, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Chengzhong Xu, Ju Fan |
| 2024 | CIDR | VerifAI: Verified Generative AI. | Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy |
| 2024 | ICDE | Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation. | Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Lianpeng Qiao, Yuping Wang, Yuyu Luo, Ye Yuan, Guoren Wang |
| 2024 | ICDE | Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. | Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du |
| 2024 | ICDE | Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration. | Peng Huang, Meihui Zhang, Ziyue Zhong, Chengliang Chai, Ju Fan |
| 2024 | ICDE | A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data. | Xu Yang, Meihui Zhang, Ju Fan, Zeyu Luo, Yuxin Yang |
| 2024 | SIGMOD | ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions. | Sibei Chen, Hanbing Liu, Waiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang |
| 2024 | SIGMOD | IDE: A System for Iterative Mislabel Detection. | Yuhao Deng, Qiyan Deng, Chengliang Chai, Lei Cao, Nan Tang, Ju Fan, Jiayi Wang, Ye Yuan, Guoren Wang |
| 2023 | CIDR | Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes. | Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang |
| 2023 | SIGMOD | Demystifying Artificial Intelligence for Data Preparation. | Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo |
| 2023 | SIGMOD | Pay "Attention" to Chart Images for What You Read on Text. | Chenyu Yang, Ruixue Fan, Nan Tang, Meihui Zhang, Xiaoman Zhao, Ju Fan, Xiaoyong Du |
| 2022 | DASFAA | A Two-Phase Approach for Recognizing Tables with Complex Structures. | Huichao Li, Ling-Ze Meng, Weiyu Zhang, Jianing Zhang, Ju Fan, Meihui Zhang |
| 2022 | EMNLP | PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. | Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du |
| 2022 | ICDE | Local Clustering over Labeled Graphs: An Index-Free Approach. | Yudong Niu, Yuchen Li, Ju Fan, Zhifeng Bao |
| 2022 | ICDE | Semantics Driven Embedding Learning for Effective Entity Alignment. | Ziyue Zhong, Meihui Zhang, Ju Fan, Chenxiao Dou |
| 2022 | SIGMOD | OpenTFV: An Open Domain Table-Based Fact Verification System. | Zihui Gu, Ruixue Fan, Xiaoman Zhao, Meihui Zhang, Ju Fan, Xiaoyong Du |
| 2022 | SIGMOD | Domain Adaptation for Deep Entity Resolution. | Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du |
| 2021 | ICDE | A Human-in-the-loop Approach to Social Behavioral Targeting. | Jingru Yang, Xiaoman Zhao, Ju Fan, Gong Chen, Chong Peng, Sheng Yao, Xiaoyong Du |
| 2020 | AAAI | Social Influence Does Matter: User Action Prediction for In-Feed Advertising. | Hongyang Wang, Qingfei Meng, Ju Fan, Yuchen Li, Laizhong Cui, Xiaoman Zhao, Chong Peng, Gong Chen, Xiaoyong Du |
| 2020 | ICDE | Crowdsourcing-based Data Extraction from Visualization Charts. | Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo |
| 2020 | SIGIR | BiANE: Bipartite Attributed Network Embedding. | Wentao Huang, Yuchen Li, Yuan Fang, Ju Fan, Hongxia Yang |
| 2019 | ICDE | Crowdsourcing Database Systems: Overview and Challenges. | Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng |
| 2019 | ICDE | Maximizing Multifaceted Network Influence. | Yuchen Li, Ju Fan, George V. Ovchinnikov, Panagiotis Karras |
| 2019 | SIGMOD | CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling. | Tongyu Liu, Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Xiaoyong Du |
| 2018 | APWEB | Using Crowdsourcing for Fine-Grained Entity Type Completion in Knowledge Bases. | Zhaoan Dong, Ju Fan, Jiaheng Lu, Xiaoyong Du, Tok Wang Ling |
| 2018 | ER | Crowd-Type: A Crowdsourcing-Based Tool for Type Completion in Knowledge Bases. | Zhaoan Dong, Jianhong Tu, Ju Fan, Jiaheng Lu, Xiaoyong Du, Tok Wang Ling |
| 2018 | ER | Mining Rules with Constants from Large Scale Knowledge Bases. | Xuan Wang, Jingjing Zhang, Jinchuan Chen, Ju Fan |
| 2018 | ICDE | Incentive-Based Entity Collection Using Crowdsourcing. | Chengliang Chai, Ju Fan, Guoliang Li |
| 2018 | ICDE | OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks. | Ju Fan, Jiarong Qiu, Yuchen Li, Qingfei Meng, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan, Xiaoyong Du |
| 2018 | SIGMOD | Fine-grained Concept Linking using Neural Networks in Healthcare. | Jian Dai, Meihui Zhang, Gang Chen, Ju Fan, Kee Yuan Ngiam, Beng Chin Ooi |
| 2017 | SIGMOD | CDB: Optimizing Queries with Crowd-Based Selections and Joins. | Guoliang Li, Chengliang Chai, Ju Fan, Xueping Weng, Jian Li, Yudian Zheng, Yuanbing Li, Xiang Yu, Xiaohang Zhang, Haitao Yuan |
| 2017 | SIGMOD | Discovering Your Selling Points: Personalized Social Influential Tags Exploration. | Yuchen Li, Ju Fan, Dongxiang Zhang, Kian-Lee Tan |
| 2017 | SIGMOD | Crowdsourced Data Management: Overview and Challenges. | Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng |
| 2016 | ADC | Linking News and Tweets. | Xiaojie Lin, Ye Gu, Rui Zhang, Ju Fan |
| 2016 | ICDE | CrowdOp: Query optimization for declarative crowdsourcing systems. | Ju Fan, Meihui Zhang, Stanley Kok, Meiyu Lu, Beng Chin Ooi |
| 2015 | SIGMOD | iCrowd: An Adaptive Crowdsourcing Framework. | Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-Lee Tan, Jianhua Feng |
| 2014 | ICDE | A hybrid machine-crowdsourcing system for matching web tables. | Ju Fan, Meiyu Lu, Beng Chin Ooi, Wang-Chiew Tan, Meihui Zhang |
| 2013 | IJCAI | Crowdsourcing-Assisted Query Structure Interpretation. | Jun Han, Ju Fan, Lizhu Zhou |
| 2013 | SIGMOD | TsingNUS: a location-based service system towards live city. | Guoliang Li, Nan Zhang, Ruicheng Zhong, Sitong Liu, Weihuang Huang, Ju Fan, Kian-Lee Tan, Lizhu Zhou, Jianhua Feng |
| 2012 | CIKM | Location-aware instant search. | Ruicheng Zhong, Ju Fan, Guoliang Li, Kian-Lee Tan, Lizhu Zhou |
| 2011 | APWEB | Measuring Similarity of Chinese Web Databases Based on Category Hierarchy. | Juan Liu, Ju Fan, Lizhu Zhou |
| 2011 | CIDR | DBease: Making Databases User-Friendly and Easily Accessible. | Guoliang Li, Ju Fan, Hao Wu, Jiannan Wang, Jianhua Feng |
| 2011 | DASFAA | An Effective Approach for Searching Closest Sentence Translations from the Web. | Ju Fan, Guoliang Li, Lizhu Zhou |
| 2011 | ICDE | Interactive SQL query suggestion: Making databases user-friendly. | Ju Fan, Guoliang Li, Lizhu Zhou |
| 2010 | APWEB | Suggesting Topic-Based Query Terms as You Type. | Ju Fan, Hao Wu, Guoliang Li, Lizhu Zhou |
| 2010 | ICDM | Personalizing Web Page Recommendation via Collaborative Filtering and Topic-Aware Markov Model. | Qingyan Yang, Ju Fan, Jianyong Wang, Lizhu Zhou |
| 2008 | ER | 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 |