Ju Fan

133 papers A* 25A 6C 2Misc 1Journal 80Unranked 18
YearRankTypeTitle / Venue / Authors
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
DeepPrep: An LLM-Powered Agentic System for Autonomous Data Preparation.
CoRR
Meihao Fan, Ju Fan, Yuxin Zhang, Shaolei Zhang, Xiaoyong Du, Jie Song, Peng Li, Fuxin Jiang, Tieying Zhang, Jianjun Chen
2026 J jnl
ETS: Energy-Guided Test-Time Scaling for Training-Free RL Alignment.
CoRR
Xiuyu Li, Jinkai Zhang, Mingyang Yi, Yu Li, Longqiang Wang, Yue Wang, Ju Fan
2026 J jnl
Reasoning and Tool-use Compete in Agentic RL:From Quantifying Interference to Disentangled Tuning.
CoRR
Yu Li, Mingyang Yi, Xiuyu Li, Ju Fan, Fuxin Jiang, Binbin Chen, Peng Li, Jie Song, Tieying Zhang
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 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 Unified Model for Cardinality Estimation by Learning from Data and Queries via Sum-Product Networks.
CoRR
Jiawei Liu, Ju Fan, Tongyu Liu, Kai Zeng, Jiannan Wang, Quehuan Liu, Tao Ye, Nan Tang
2025 A* conf
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search.
ICML
Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo
2025 J jnl
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search.
CoRR
Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo
2025 — conf
Andromeda: Debugging Database Performance Issues with Retrieval-Augmented Large Language Models.
SIGMOD Conference Companion
Pengyi Wang, Sibei Chen, Ju Fan, Bin Wu, Nan Tang, Jian Tan
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
Automatic Database Configuration Debugging using Retrieval-Augmented Language Models.
Proc. ACM Manag. Data
Sibei Chen, Ju Fan, Bin Wu, Nan Tang, Chao Deng, Pengyi Wang, Ye Li, Jian Tan, Feifei Li, Jingren Zhou, Xiaoyong Du
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
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
Data Imputation with Limited Data Redundancy Using Data Lakes.
Proc. VLDB Endow.
Chenyu Yang, Yuyu Luo, Chuanxuan Cui, Ju Fan, Chengliang Chai, Nan Tang
2025 J jnl
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science.
CoRR
Shaolei Zhang, Ju Fan, Meihao Fan, Guoliang Li, Xiaoyong Du
2025 A* conf
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models.
ICLR
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 J jnl
Large language model for table processing: a survey.
Frontiers Comput. Sci.
Weizheng Lu, Jing Zhang, Ju Fan, Zihao Fu, Yueguo Chen, Xiaoyong Du
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 J jnl
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking.
CoRR
Yan Zhou, Chunwei Liu, Bhuvan Urgaonkar, Zhengle Wang, Magnus Mueller, Chao Zhang, Songyue Zhang, Pascal Pfeil, Dominik Horn, Zhengchun Liu, Davide Pagano, Tim Kraska, Samuel Madden, Ju Fan
2025 J jnl
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking.
Proc. VLDB Endow.
Yan Zhou, Chunwei Liu, Bhuvan Urgaonkar, Zhengle Wang, Magnus Mueller, Chao Zhang, Songyue Zhang, Pascal Pfeil, Dominik Horn, Zhengchun Liu, Davide Pagano, Tim Kraska, Samuel Madden, Ju Fan
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 J jnl
TAIJI: MCP-based Multi-Modal Data Analytics on Data Lakes.
CoRR
Chao Zhang, Shaolei Zhang, Quehuan Liu, Sibei Chen, Tong Li, Ju Fan
2025 J jnl
Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation.
Proc. VLDB Endow.
Changlun Li, Chenyu Yang, Yuyu Luo, Ju Fan, Nan Tang
2024 A* conf
A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data.
ICDE
Xu Yang, Meihui Zhang, Ju Fan, Zeyu Luo, Yuxin Yang
2024 J jnl
A Plug-and-Play Natural Language Rewriter for Natural Language to SQL.
CoRR
Peixian Ma, Boyan Li, Runzhi Jiang, Ju Fan, Nan Tang, Yuyu Luo
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
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations.
CoRR
Sibei Chen, Yeye He, Weiwei Cui, Ju Fan, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri
2024 J jnl
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations.
Proc. ACM Manag. Data
Sibei Chen, Yeye He, Weiwei Cui, Ju Fan, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri
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 Database Configuration Debugging using Retrieval-Augmented Language Models.
CoRR
Sibei Chen, Ju Fan, Bin Wu, Nan Tang, Chao Deng, Pengyi Wang, Ye Li, Jian Tan, Feifei Li, Jingren Zhou, Xiaoyong Du
2024 — conf
ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions.
SIGMOD Conference Companion
Sibei Chen, Hanbing Liu, Waiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang
2024 J jnl
CodeS: Towards Building Open-source Language Models for Text-to-SQL.
CoRR
Haoyang Li, Jing Zhang, Hanbing Liu, Ju Fan, Xiaokang Zhang, Jun Zhu, Renjie Wei, Hongyan Pan, Cuiping Li, Hong Chen
2024 J jnl
CodeS: Towards Building Open-source Language Models for Text-to-SQL.
Proc. ACM Manag. Data
Haoyang Li, Jing Zhang, Hanbing Liu, Ju Fan, Xiaokang Zhang, Jun Zhu, Renjie Wei, Hongyan Pan, Cuiping Li, Hong Chen
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
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 A* conf
DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation.
AAAI
Zihui Gu, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Chengzhong Xu, Ju Fan
2024 J jnl
Diverse and Fine-Grained Instruction-Following Ability Exploration with Synthetic Data.
CoRR
Zihui Gu, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Cheng-Zhong Xu, Ju Fan
2024 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi, Ju Fan, Yang Cao, Xiaoou Ding, Divesh Srivastava, Nesime Tatbul, Sihem Amer-Yahia, Yongxin Tong, Yuncheng Wu, Li Xiong, Torsten Grust, Themis Palpanas, Philippe Bonnet, Haixun Wang, Wook-Shin Han, Ibrahim Sabek, M. Tamer Özsu, Xiaofang Zhou
2024 — conf
IDE: A System for Iterative Mislabel Detection.
SIGMOD Conference Companion
Yuhao Deng, Qiyan Deng, Chengliang Chai, Lei Cao, Nan Tang, Ju Fan, Jiayi Wang, Ye Yuan, Guoren Wang
2024 J jnl
Improving Graph Compression for Efficient Resource-Constrained Graph Analytics.
Proc. VLDB Endow.
Qian Xu, Juan Yang, Feng Zhang, Zheng Chen, Jiawei Guan, Kang Chen, Ju Fan, Youren Shen, Ke Yang, Yu Zhang, Xiaoyong Du
2024 J jnl
MisDetect: Iterative Mislabel Detection using Early Loss.
Proc. VLDB Endow.
Yuhao Deng, Chengliang Chai, Lei Cao, Nan Tang, Jiayi Wang, Ju Fan, Ye Yuan, Guoren Wang
2024 A* conf
Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation.
ICDE
Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Lianpeng Qiao, Yuping Wang, Yuyu Luo, Ye Yuan, Guoren Wang
2024 A* conf
Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration.
ICDE
Peng Huang, Meihui Zhang, Ziyue Zhong, Chengliang Chai, Ju Fan
2024 J jnl
Symphony: Towards Trustworthy Question Answering and Verification using RAG over Multimodal Data Lakes.
IEEE Data Eng. Bull.
Nan Tang, Chenyu Yang, Zhengxuan Zhang, Yuyu Luo, Ju Fan, Lei Cao, Sam Madden, Alon Y. Halevy
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
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 A conf
VerifAI: Verified Generative AI.
CIDR
Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy
2023 J jnl
ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions.
CoRR
Sibei Chen, Hanbing Liu, Waiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang
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 — conf
Demystifying Artificial Intelligence for Data Preparation.
SIGMOD Conference Companion
Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo
2023 J jnl
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning.
Proc. ACM Manag. Data
Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du
2023 J jnl
Front Matter.
Proc. VLDB Endow.
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
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
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
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 — conf
Pay "Attention" to Chart Images for What You Read on Text.
SIGMOD Conference Companion
Chenyu Yang, Ruixue Fan, Nan Tang, Meihui Zhang, Xiaoman Zhao, Ju Fan, Xiaoyong Du
2023 J jnl
SEED: Simple, Efficient, and Effective Data Management via Large Language Models.
CoRR
Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska
2023 A conf
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes.
CIDR
Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang
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
2023 J jnl
VerifAI: Verified Generative AI.
CoRR
Nan Tang, Chenyu Yang, Ju Fan, Lei Cao
2022 — conf
A Two-Phase Approach for Recognizing Tables with Complex Structures.
DASFAA (1)
Huichao Li, Ling-Ze Meng, Weiyu Zhang, Jianing Zhang, Ju Fan, Meihui Zhang
2022 J jnl
Contextual Expressive Text-to-Speech.
CoRR
Jianhong Tu, Zeyu Cui, Xiaohuan Zhou, Siqi Zheng, Kai Hu, Ju Fan, Chang Zhou
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 — 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
Interpretable MOOC recommendation: a multi-attention network for personalized learning behavior analysis.
Internet Res.
Ju Fan, Yuanchun Jiang, Yezheng Liu, Yonghang Zhou
2022 A* conf
Local Clustering over Labeled Graphs: An Index-Free Approach.
ICDE
Yudong Niu, Yuchen Li, Ju Fan, Zhifeng Bao
2022 — conf
OpenTFV: An Open Domain Table-Based Fact Verification System.
SIGMOD Conference
Zihui Gu, Ruixue Fan, Xiaoman Zhao, Meihui Zhang, Ju Fan, Xiaoyong Du
2022 A* conf
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training.
EMNLP
Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du
2022 J jnl
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training.
CoRR
Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du
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 A* conf
Semantics Driven Embedding Learning for Effective Entity Alignment.
ICDE
Ziyue Zhong, Meihui Zhang, Ju Fan, Chenxiao Dou
2021 A* conf
A Human-in-the-loop Approach to Social Behavioral Targeting.
ICDE
Jingru Yang, Xiaoman Zhao, Ju Fan, Gong Chen, Chong Peng, Sheng Yao, Xiaoyong Du
2021 J jnl
A survey of typical attributed graph queries.
World Wide Web
Yanhao Wang, Yuchen Li, Ju Fan, Chang Ye, Mingke Chai
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 J jnl
CrowdChart: Crowdsourced Data Extraction From Visualization Charts.
IEEE Trans. Knowl. Data Eng.
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
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 J jnl
TFV: A Framework for Table-Based Fact Verification.
IEEE Data Eng. Bull.
Mingke Chai, Zihui Gu, Xiaoman Zhao, Ju Fan, Xiaoyong Du
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 A* conf
BiANE: Bipartite Attributed Network Embedding.
SIGIR
Wentao Huang, Yuchen Li, Yuan Fang, Ju Fan, Hongxia Yang
2020 A* conf
Crowdsourcing-based Data Extraction from Visualization Charts.
ICDE
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
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 A* conf
Social Influence Does Matter: User Action Prediction for In-Feed Advertising.
AAAI
Hongyang Wang, Qingfei Meng, Ju Fan, Yuchen Li, Laizhong Cui, Xiaoman Zhao, Chong Peng, Gong Chen, Xiaoyong Du
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 J jnl
Distribution-Aware Crowdsourced Entity Collection.
IEEE Trans. Knowl. Data Eng.
Ju Fan, Zhewei Wei, Dongxiang Zhang, Jingru Yang, Xiaoyong Du
2019 A* conf
Maximizing Multifaceted Network Influence.
ICDE
Yuchen Li, Ju Fan, George V. Ovchinnikov, Panagiotis Karras
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 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 — ch.
Crowd Database Systems.
Encyclopedia of Database Systems (2nd ed.)
Ju Fan, Meihui Zhang, Beng Chin Ooi
2018 J jnl
Crowd-Powered Data Mining.
CoRR
Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng
2018 — conf
Crowd-Type: A Crowdsourcing-Based Tool for Type Completion in Knowledge Bases.
ER Workshops
Zhaoan Dong, Jianhong Tu, Ju Fan, Jiaheng Lu, Xiaoyong Du, Tok Wang Ling
2018 — conf
Fine-grained Concept Linking using Neural Networks in Healthcare.
SIGMOD Conference
Jian Dai, Meihui Zhang, Gang Chen, Ju Fan, Kee Yuan Ngiam, Beng Chin Ooi
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
Influence Maximization on Social Graphs: A Survey.
IEEE Trans. Knowl. Data Eng.
Yuchen Li, Ju Fan, Yanhao Wang, Kian-Lee Tan
2018 J jnl
Influential User Subscription on Time-Decaying Social Streams.
CoRR
Xin Yang, Ju Fan
2018 J jnl
Location-aware Influence Maximization over Dynamic Social Streams.
ACM Trans. Inf. Syst.
Yanhao Wang, Yuchen Li, Ju Fan, Kian-Lee Tan
2018 A conf
Mining Rules with Constants from Large Scale Knowledge Bases.
ER
Xuan Wang, Jingjing Zhang, Jinchuan Chen, Ju Fan
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 J jnl
Trajectory Simplification: An Experimental Study and Quality Analysis.
Proc. VLDB Endow.
Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen
2018 — conf
Using Crowdsourcing for Fine-Grained Entity Type Completion in Knowledge Bases.
APWeb/WAIM (2)
Zhaoan Dong, Ju Fan, Jiaheng Lu, Xiaoyong Du, Tok Wang Ling
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 — conf
Crowdsourced Data Management: Overview and Challenges.
SIGMOD Conference
Guoliang Li, Yudian Zheng, Ju Fan, Jiannan Wang, Reynold Cheng
2017 — conf
Discovering Your Selling Points: Personalized Social Influential Tags Exploration.
SIGMOD Conference
Yuchen Li, Ju Fan, Dongxiang Zhang, Kian-Lee Tan
2017 J jnl
Processing Long Queries Against Short Text: Top-
ACM Trans. Inf. Syst.
Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen
2017 J jnl
Using hybrid algorithmic-crowdsourcing methods for academic knowledge acquisition.
Clust. Comput.
Zhaoan Dong, Jiaheng Lu, Tok Wang Ling, Ju Fan, Yueguo Chen
2016 A* conf
CrowdOp: Query optimization for declarative crowdsourcing systems.
ICDE
Ju Fan, Meihui Zhang, Stanley Kok, Meiyu Lu, Beng Chin Ooi
2016 Misc conf
Linking News and Tweets.
ADC
Xiaojie Lin, Ye Gu, Rui Zhang, Ju Fan
2015 J jnl
Competence-Based Song Recommendation: Matching Songs to One's Singing Skill.
IEEE Trans. Multim.
Kuang Mao, Lidan Shou, Ju Fan, Gang Chen, Mohan S. Kankanhalli
2015 J jnl
CrowdOp: Query Optimization for Declarative Crowdsourcing Systems.
IEEE Trans. Knowl. Data Eng.
Ju Fan, Meihui Zhang, Stanley Kok, Meiyu Lu, Beng Chin Ooi
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
iCrowd: An Adaptive Crowdsourcing Framework.
SIGMOD Conference
Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-Lee Tan, Jianhua Feng
2014 A* conf
A hybrid machine-crowdsourcing system for matching web tables.
ICDE
Ju Fan, Meiyu Lu, Beng Chin Ooi, Wang-Chiew Tan, Meihui Zhang
2014 J jnl
GEMINI: An Integrative Healthcare Analytics System.
Proc. VLDB Endow.
Zheng Jye Ling, Quoc Trung Tran, Ju Fan, Gerald Choon Huat Koh, Thi Nguyen, Chuen Seng Tan, James Wei Luen Yip, Meihui Zhang
2014 A* conf
Song Recommendation for Social Singing Community.
ACM Multimedia
Kuang Mao, Ju Fan, Lidan Shou, Gang Chen, Mohan S. Kankanhalli
2013 J jnl
A User-Friendly Patent Search Paradigm.
IEEE Trans. Knowl. Data Eng.
Yang Cao, Ju Fan, Guoliang Li
2013 A* conf
Crowdsourcing-Assisted Query Structure Interpretation.
IJCAI
Jun Han, Ju Fan, Lizhu Zhou
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
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
2011 — conf
An Effective Approach for Searching Closest Sentence Translations from the Web.
DASFAA (2)
Ju Fan, Guoliang Li, 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 A* conf
Interactive SQL query suggestion: Making databases user-friendly.
ICDE
Ju Fan, Guoliang Li, Lizhu Zhou
2011 C conf
Measuring Similarity of Chinese Web Databases Based on Category Hierarchy.
APWeb
Juan Liu, Ju Fan, Lizhu Zhou
2010 A* conf
Personalizing Web Page Recommendation via Collaborative Filtering and Topic-Aware Markov Model.
ICDM
Qingyan Yang, Ju Fan, Jianyong Wang, Lizhu Zhou
2010 C conf
Suggesting Topic-Based Query Terms as You Type.
APWeb
Ju Fan, Hao Wu, Guoliang Li, Lizhu Zhou
2008 A conf
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ER
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