Ju Fan

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 81

Top Venues

Publications

Qian Xu, Juan Yang, Feng Zhang, Zheng Chen, Jiawei Guan, Kang Chen, Ju Fan, Youren Shen, Ke Yang, Yu Zhang, Xiaoyong Du
Improving Graph Compression for Efficient Resource-Constrained Graph Analytics. Proc. VLDB Endow. 17 (9) (2024)
Ju Fan, Jianhong Tu, Guoliang Li, Peng Wang, Xiaoyong Du, Xiaofeng Jia, Song Gao, Nan Tang
Unicorn: A Unified Multi-Tasking Matching Model. SIGMOD Rec. 53 (1) (2024)
Zihui Gu, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Chengzhong Xu, Ju Fan
DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation. AAAI (2024)
Yuhao Deng, Deng Qiyan, Chengliang Chai, Lei Cao, Nan Tang, Ju Fan, Jiayi Wang, Ye Yuan, Guoren Wang
IDE: A System for Iterative Mislabel Detection. SIGMOD Conference Companion (2024)
Tongyu Liu, Ju Fan, Guoliang Li, Nan Tang, Xiaoyong Du
Tabular data synthesis with generative adversarial networks: design space and optimizations. VLDB J. 33 (2) (2024)
Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. ICDE (2024)
Zihui Gu, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Cheng-Zhong Xu, Ju Fan
Diverse and Fine-Grained Instruction-Following Ability Exploration with Synthetic Data. CoRR (2024)
Haoyang Li, Jing Zhang, Hanbing Liu, Ju Fan, Xiaokang Zhang, Jun Zhu, Renjie Wei, Hongyan Pan, Cuiping Li, Hong Chen
CodeS: Towards Building Open-source Language Models for Text-to-SQL. Proc. ACM Manag. Data 2 (3) (2024)
Tongyu Liu, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du
Controllable Tabular Data Synthesis Using Diffusion Models. Proc. ACM Manag. Data 2 (1) (2024)
Sibei Chen, Hanbing Liu, Waiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang
ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions. SIGMOD Conference Companion (2024)
Sibei Chen, Yeye He, Weiwei Cui, Ju Fan, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations. Proc. ACM Manag. Data 2 (3) (2024)
Xu Yang, Meihui Zhang, Ju Fan, Zeyu Luo, Yuxin Yang
A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data. ICDE (2024)
Haoyang Li, Jing Zhang, Hanbing Liu, Ju Fan, Xiaokang Zhang, Jun Zhu, Renjie Wei, Hongyan Pan, Cuiping Li, Hong Chen
CodeS: Towards Building Open-source Language Models for Text-to-SQL. CoRR (2024)
Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy
VerifAI: Verified Generative AI. CIDR (2024)
Peng Huang, Meihui Zhang, Ziyue Zhong, Chengliang Chai, Ju Fan
Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration. ICDE (2024)
Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Lianpeng Qiao, Yuping Wang, Yuyu Luo, Ye Yuan, Guoren Wang
Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation. ICDE (2024)
Yuhao Deng, Chengliang Chai, Lei Cao, Nan Tang, Jiayi Wang, Ju Fan, Ye Yuan, Guoren Wang
MisDetect: Iterative Mislabel Detection using Early Loss. Proc. VLDB Endow. 17 (6) (2024)
Sibei Chen, Yeye He, Weiwei Cui, Ju Fan, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations. CoRR (2024)
Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning. Proc. ACM Manag. Data 1 (2) (2023)
Chenyu Yang, Ruixue Fan, Nan Tang, Meihui Zhang, Xiaoman Zhao, Ju Fan, Xiaoyong Du
Pay "Attention" to Chart Images for What You Read on Text. SIGMOD Conference Companion (2023)
Georgia Koutrika, Jun Yang, Manos Athanassoulis, Kostas Stefanidis, Ju Fan, Abdul Quamar, Yuanyan Tian, Alekh Jindal, Carsten Binnig, Jennie Rogers, Senjuti Basu Roy, Steven Euijong Whang, Matthias Boehm, Aaron J. Elmore, Vasilis Efthymiou, Xiao Hu, Xiaofang Zhou, Alan D. Fekete
Front Matter. Proc. VLDB Endow. 16 (12) (2023)
Sibei Chen, Hanbing Liu, Weiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang
ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions. CoRR (2023)
Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation. CoRR (2023)
Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo
Demystifying Artificial Intelligence for Data Preparation. SIGMOD Conference Companion (2023)
Nan Tang, Chenyu Yang, Ju Fan, Lei Cao
VerifAI: Verified Generative AI. CoRR (2023)
Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska
SEED: Simple, Efficient, and Effective Data Management via Large Language Models. CoRR (2023)
Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. CoRR (2023)
Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes. CIDR (2023)
Sibei Chen, Nan Tang, Ju Fan, Xuemi Yan, Chengliang Chai, Guoliang Li, Xiaoyong Du
HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation. Proc. ACM Manag. Data 1 (1) (2023)
Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data. Proc. ACM Manag. Data 1 (2) (2023)
Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Guoliang Li, Xiaoyong Du, Xiaofeng Jia, Song Gao
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration. Proc. ACM Manag. Data 1 (1) (2023)
Yudong Niu, Yuchen Li, Ju Fan, Zhifeng Bao
Local Clustering over Labeled Graphs: An Index-Free Approach. ICDE (2022)
Ziyue Zhong, Meihui Zhang, Ju Fan, Chenxiao Dou
Semantics Driven Embedding Learning for Effective Entity Alignment. ICDE (2022)
Zihui Gu, Ruixue Fan, Xiaoman Zhao, Meihui Zhang, Ju Fan, Xiaoyong Du
OpenTFV: An Open Domain Table-Based Fact Verification System. SIGMOD Conference (2022)
Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du
Domain Adaptation for Deep Entity Resolution. SIGMOD Conference (2022)
Guoliang Li, Ge Yu, Jun Yang, Ju Fan
Preface to Special Issue on New Technologies of Database Systems. Int. J. Softw. Informatics 12 (1) (2022)
Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. CoRR (2022)
Ju Fan, Yuanchun Jiang, Yezheng Liu, Yonghang Zhou
Interpretable MOOC recommendation: a multi-attention network for personalized learning behavior analysis. Internet Res. 32 (2) (2022)
Huichao Li, Ling-Ze Meng, Weiyu Zhang, Jianing Zhang, Ju Fan, Meihui Zhang
A Two-Phase Approach for Recognizing Tables with Complex Structures. DASFAA (1) (2022)
Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. EMNLP (2022)
Jianhong Tu, Xiaoyue Han, Ju Fan, Nan Tang, Chengliang Chai, Guoliang Li, Xiaoyong Du
DADER: Hands-Off Entity Resolution with Domain Adaptation. Proc. VLDB Endow. 15 (12) (2022)
Jianhong Tu, Zeyu Cui, Xiaohuan Zhou, Siqi Zheng, Kai Hu, Ju Fan, Chang Zhou
Contextual Expressive Text-to-Speech. CoRR (2022)
Mingke Chai, Zihui Gu, Xiaoman Zhao, Ju Fan, Xiaoyong Du
TFV: A Framework for Table-Based Fact Verification. IEEE Data Eng. Bull. 44 (3) (2021)
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Samuel Madden, Mourad Ouzzani
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation. Proc. VLDB Endow. 14 (8) (2021)
Tongyu Liu, Ju Fan, Yinqing Luo, Nan Tang, Guoliang Li, Xiaoyong Du
Adaptive Data Augmentation for Supervised Learning over Missing Data. Proc. VLDB Endow. 14 (7) (2021)
Yanhao Wang, Yuchen Li, Ju Fan, Chang Ye, Mingke Chai
A survey of typical attributed graph queries. World Wide Web 24 (1) (2021)
Guoliang Li, Dong Deng, Ju Fan
Preface. J. Comput. Sci. Technol. 36 (4) (2021)
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
CrowdChart: Crowdsourced Data Extraction From Visualization Charts. IEEE Trans. Knowl. Data Eng. 33 (11) (2021)
Jingru Yang, Xiaoman Zhao, Ju Fan, Gong Chen, Chong Peng, Sheng Yao, Xiaoyong Du
A Human-in-the-loop Approach to Social Behavioral Targeting. ICDE (2021)
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
Crowdsourcing-based Data Extraction from Visualization Charts. ICDE (2020)
Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du
A game-based framework for crowdsourced data labeling. VLDB J. 29 (6) (2020)
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani
Relational Pretrained Transformers towards Democratizing Data Preparation [Vision]. CoRR (2020)
Ju Fan, Tongyu Liu, Guoliang Li, Junyou Chen, Yuwei Shen, Xiaoyong Du
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration. Proc. VLDB Endow. 13 (11) (2020)
Ju Fan, Tongyu Liu, Guoliang Li, Junyou Chen, Yuwei Shen, Xiaoyong Du
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration. CoRR (2020)
Hongyang Wang, Qingfei Meng, Ju Fan, Yuchen Li, Laizhong Cui, Xiaoman Zhao, Chong Peng, Gong Chen, Xiaoyong Du
Social Influence Does Matter: User Action Prediction for In-Feed Advertising. AAAI (2020)
Wentao Huang, Yuchen Li, Yuan Fang, Ju Fan, Hongxia Yang
BiANE: Bipartite Attributed Network Embedding. SIGIR (2020)
Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng
Crowdsourcing Database Systems: Overview and Challenges. ICDE (2019)
Tongyu Liu, Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Xiaoyong Du
CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling. SIGMOD Conference (2019)
Yuchen Li, Ju Fan, George V. Ovchinnikov, Panagiotis Karras
Maximizing Multifaceted Network Influence. ICDE (2019)
Ju Fan, Zhewei Wei, Dongxiang Zhang, Jingru Yang, Xiaoyong Du
Distribution-Aware Crowdsourced Entity Collection. IEEE Trans. Knowl. Data Eng. 31 (7) (2019)
Xuan Wang, Jingjing Zhang, Jinchuan Chen, Ju Fan
Mining Rules with Constants from Large Scale Knowledge Bases. ER (2018)
Ju Fan, Guoliang Li
Human-in-the-loop Rule Learning for Data Integration. IEEE Data Eng. Bull. 41 (2) (2018)
Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng
Crowd-Powered Data Mining. CoRR (2018)
Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du
Cost-Effective Data Annotation using Game-Based Crowdsourcing. Proc. VLDB Endow. 12 (1) (2018)
Xin Yang, Ju Fan
Influential User Subscription on Time-Decaying Social Streams. CoRR (2018)
Chengliang Chai, Ju Fan, Guoliang Li
Incentive-Based Entity Collection Using Crowdsourcing. ICDE (2018)
Jian Dai, Meihui Zhang, Gang Chen, Ju Fan, Kee Yuan Ngiam, Beng Chin Ooi
Fine-grained Concept Linking using Neural Networks in Healthcare. SIGMOD Conference (2018)
Zhaoan Dong, Jianhong Tu, Ju Fan, Jiaheng Lu, Xiaoyong Du, Tok Wang Ling
Crowd-Type: A Crowdsourcing-Based Tool for Type Completion in Knowledge Bases. ER Workshops (2018)
Yanhao Wang, Yuchen Li, Ju Fan, Kian-Lee Tan
Location-aware Influence Maximization over Dynamic Social Streams. ACM Trans. Inf. Syst. 36 (4) (2018)
Guoliang Li, Chengliang Chai, Ju Fan, Xueping Weng, Jian Li, Yudian Zheng, Yuanbing Li, Xiang Yu, Xiaohang Zhang, Haitao Yuan
CDB: A Crowd-Powered Database System. Proc. VLDB Endow. 11 (12) (2018)
Ju Fan, Jiarong Qiu, Yuchen Li, Qingfei Meng, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan, Xiaoyong Du
OCTOPUS: An Online Topic-Aware Influence Analysis System for Social Networks. ICDE (2018)
Yuchen Li, Ju Fan, Yanhao Wang, Kian-Lee Tan
Influence Maximization on Social Graphs: A Survey. IEEE Trans. Knowl. Data Eng. 30 (10) (2018)
Zhaoan Dong, Ju Fan, Jiaheng Lu, Xiaoyong Du, Tok Wang Ling
Using Crowdsourcing for Fine-Grained Entity Type Completion in Knowledge Bases. APWeb/WAIM (2) (2018)
Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen
Trajectory Simplification: An Experimental Study and Quality Analysis. Proc. VLDB Endow. 11 (9) (2018)
Yuchen Li, Ju Fan, Dongxiang Zhang, Kian-Lee Tan
Discovering Your Selling Points: Personalized Social Influential Tags Exploration. SIGMOD Conference (2017)
Zhaoan Dong, Jiaheng Lu, Tok Wang Ling, Ju Fan, Yueguo Chen
Using hybrid algorithmic-crowdsourcing methods for academic knowledge acquisition. Clust. Comput. 20 (4) (2017)
Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng
Crowdsourced Data Management: Overview and Challenges. SIGMOD Conference (2017)
Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen
Advertisement Matching in News Stream Applications. ACM Trans. Inf. Syst. 35 (3) (2017)
Guoliang Li, Chengliang Chai, Ju Fan, Xueping Weng, Jian Li, Yudian Zheng, Yuanbing Li, Xiang Yu, Xiaohang Zhang, Haitao Yuan
CDB: Optimizing Queries with Crowd-Based Selections and Joins. SIGMOD Conference (2017)
Xiaojie Lin, Ye Gu, Rui Zhang, Ju Fan
Linking News and Tweets. ADC (2016)
Ju Fan, Meihui Zhang, Stanley Kok, Meiyu Lu, Beng Chin Ooi
CrowdOp: Query optimization for declarative crowdsourcing systems. ICDE (2016)
Kuang Mao, Lidan Shou, Ju Fan, Gang Chen, Mohan S. Kankanhalli
Competence-Based Song Recommendation: Matching Songs to One's Singing Skill. IEEE Trans. Multim. 17 (3) (2015)
Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-Lee Tan, Jianhua Feng
iCrowd: An Adaptive Crowdsourcing Framework. SIGMOD Conference (2015)
Shuo Chen, Ju Fan, Guoliang Li, Jianhua Feng, Kian-Lee Tan, Jinhui Tang
Online Topic-Aware Influence Maximization. Proc. VLDB Endow. 8 (6) (2015)
Ju Fan, Meihui Zhang, Stanley Kok, Meiyu Lu, Beng Chin Ooi
CrowdOp: Query Optimization for Declarative Crowdsourcing Systems. IEEE Trans. Knowl. Data Eng. 27 (8) (2015)
Zheng Jye Ling, Quoc Trung Tran, Ju Fan, Gerald C. H. Koh, Thi Nguyen, Chuen Seng Tan, James Wei Luen Yip, Meihui Zhang
GEMINI: An Integrative Healthcare Analytics System. Proc. VLDB Endow. 7 (13) (2014)
Ju Fan, Meiyu Lu, Beng Chin Ooi, Wang-Chiew Tan, Meihui Zhang
A hybrid machine-crowdsourcing system for matching web tables. ICDE (2014)
Kuang Mao, Ju Fan, Lidan Shou, Gang Chen, Mohan S. Kankanhalli
Song Recommendation for Social Singing Community. ACM Multimedia (2014)
Yang Cao, Ju Fan, Guoliang Li
A User-Friendly Patent Search Paradigm. IEEE Trans. Knowl. Data Eng. 25 (6) (2013)
Jun Han, Ju Fan, Lizhu Zhou
Crowdsourcing-Assisted Query Structure Interpretation. IJCAI (2013)
Guoliang Li, Nan Zhang, Ruicheng Zhong, Sitong Liu, Weihuang Huang, Ju Fan, Kian-Lee Tan, Lizhu Zhou, Jianhua Feng
TsingNUS: a location-based service system towards live city. SIGMOD Conference (2013)
Ju Fan, Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu
SEAL: Spatio-Textual Similarity Search. Proc. VLDB Endow. 5 (9) (2012)
Ruicheng Zhong, Ju Fan, Guoliang Li, Kian-Lee Tan, Lizhu Zhou
Location-aware instant search. CIKM (2012)
Ju Fan, Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu
SEAL: Spatio-Textual Similarity Search CoRR (2012)
Ju Fan, Guoliang Li, Lizhu Zhou
An Effective Approach for Searching Closest Sentence Translations from the Web. DASFAA (2) (2011)
Guoliang Li, Ju Fan, Hao Wu, Jiannan Wang, Jianhua Feng
DBease: Making Databases User-Friendly and Easily Accessible. CIDR (2011)
Juan Liu, Ju Fan, Lizhu Zhou
Measuring Similarity of Chinese Web Databases Based on Category Hierarchy. APWeb (2011)
Ju Fan, Guoliang Li, Lizhu Zhou
Interactive SQL query suggestion: Making databases user-friendly. ICDE (2011)
Ju Fan, Hao Wu, Guoliang Li, Lizhu Zhou
Suggesting Topic-Based Query Terms as You Type. APWeb (2010)
Qingyan Yang, Ju Fan, Jianyong Wang, Lizhu Zhou
Personalizing Web Page Recommendation via Collaborative Filtering and Topic-Aware Markov Model. ICDM (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ju Fan