Ju Fan
Orcid: 0000-0003-4729-9903
According to our database1,
Ju Fan
authored at least 95 papers
between 2008 and 2024.
Collaborative distances:
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Bibliography
2024
Proc. VLDB Endow., May, 2024
Proc. VLDB Endow., February, 2024
Proc. ACM Manag. Data, February, 2024
Tabular data synthesis with generative adversarial networks: design space and optimizations.
VLDB J., 2024
Proc. ACM Manag. Data, 2024
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations.
Proc. ACM Manag. Data, 2024
Diverse and Fine-Grained Instruction-Following Ability Exploration with Synthetic Data.
CoRR, 2024
Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024
ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions.
Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024
A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 14th Conference on Innovative Data Systems Research, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration.
Proc. ACM Manag. Data, 2023
Proc. ACM Manag. Data, 2023
HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation.
Proc. ACM Manag. Data, 2023
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data.
Proc. ACM Manag. Data, 2023
CoRR, 2023
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation.
CoRR, 2023
ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions.
CoRR, 2023
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023
Proceedings of the 13th Conference on Innovative Data Systems Research, 2023
2022
Interpretable MOOC recommendation: a multi-attention network for personalized learning behavior analysis.
Internet Res., 2022
Int. J. Softw. Informatics, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Database Systems for Advanced Applications, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation.
Proc. VLDB Endow., 2021
Proc. VLDB Endow., 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
2020
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration.
Proc. VLDB Endow., 2020
CoRR, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
ACM Trans. Inf. Syst., 2018
IEEE Trans. Knowl. Data Eng., 2018
Proc. VLDB Endow., 2018
Proc. VLDB Endow., 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the Conceptual Modeling - 37th International Conference, 2018
Proceedings of the Advances in Conceptual Modeling, 2018
Proceedings of the Web and Big Data - Second International Joint Conference, 2018
2017
Processing Long Queries Against Short Text: Top-<i>k</i> Advertisement Matching in News Stream Applications.
ACM Trans. Inf. Syst., 2017
Clust. Comput., 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
2016
2015
IEEE Trans. Multim., 2015
IEEE Trans. Knowl. Data Eng., 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
2014
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014
2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the IJCAI 2013, 2013
2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the Database Systems for Advanced Applications, 2011
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011
2010
Personalizing Web Page Recommendation via Collaborative Filtering and Topic-Aware Markov Model.
Proceedings of the ICDM 2010, 2010
Proceedings of the Advances in Web Technologies and Applications, 2010
2008
Proceedings of the Conceptual Modeling, 2008