Ju Fan
Renmin University of China
H-index: 25
Asia-China
Top articles of Ju Fan
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
arXiv preprint arXiv:2404.12608
2024/4/19
Controllable Tabular Data Synthesis Using Diffusion Models
Proceedings of the ACM on Management of Data
2024/3/26
DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Ju Fan
H-Index: 16
Tabular data synthesis with generative adversarial networks: design space and optimizations
The VLDB Journal
2024/3
CodeS: Towards Building Open-source Language Models for Text-to-SQL
arXiv preprint arXiv:2402.16347
2024/2/26
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration
arXiv preprint arXiv:2312.03987
2023/12/7
Seed: Domain-specific data curation with large language models
arXiv e-prints
2023/10
Seed: Simple, efficient, and effective data management via large language models
arXiv preprint arXiv:2310.00749
2023/10/1
VerifAI: Verified Generative AI
arXiv preprint arXiv:2307.02796
2023/7/6
Few-shot text-to-sql translation using structure and content prompt learning
2023
Ju Fan
H-Index: 16
Lei Cao
H-Index: 10
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data
Proceedings of the ACM on Management of Data
2023/6/20
Interleaving pre-trained language models and large language models for zero-shot nl2sql generation
arXiv preprint arXiv:2306.08891
2023/6/15
Demystifying Artificial Intelligence for Data Preparation
2023/6/4
Unicorn: A unified multi-tasking model for supporting matching tasks in data integration
Proceedings of the ACM on Management of Data
2023/5/30
Haipipe: Combining human-generated and machine-generated pipelines for data preparation
Proceedings of the ACM on Management of Data
2023/5/30
ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions
arXiv preprint arXiv:2304.03540
2023/4/7
Ju Fan
H-Index: 16
Symphony: Towards natural language query answering over multi-modal data lakes
2023/1
Lei Cao
H-Index: 10
Ju Fan
H-Index: 16
Contextual expressive text-to-speech
arXiv preprint arXiv:2211.14548
2022/11/26
PASTA: table-operations aware fact verification via sentence-table cloze pre-training
arXiv preprint arXiv:2211.02816
2022/11/5
Ju Fan
H-Index: 16
Dader: hands-off entity resolution with domain adaptation
Proceedings of the VLDB Endowment
2022/8/1
Co-Authors
