Ju Fan

Full Professor, School of Information, Renmin University of China

Joined

July 2019

Names

Ju Fan

Emails

****@ruc.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Information, Renmin University of China (ruc.edu.cn)

2015 – Present

Postdoc

School of Computing, National University of Singapore (nus.edu.sg)

2012 – 2015

Advisors, Relations & Conflicts

Coauthor

Xiaoyong Du

2015 – Present

Coauthor

Guoliang Li

2012 – Present

PhD Advisor

Lizhu Zhou

2007 – 2012

Expertise

databases

data integration

crowdsourcing

entity matching

synthetic data generation

Present

Publications

Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation
Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du
- Published: 01 Jan 2023, Last Modified: 15 Jul 2023
- CoRR 2023
- Readers: Everyone
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes
Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang
- Published: 01 Jan 2023, Last Modified: 27 Jan 2024
- CIDR 2023
- Readers: Everyone
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning
Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du
- Published: 01 Jan 2023, Last Modified: 27 Jan 2024
- Proc. ACM Manag. Data 2023
- Readers: Everyone
SEED: Simple, Efficient, and Effective Data Management via Large Language Models
Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska
- Published: 01 Jan 2023, Last Modified: 27 Jan 2024
- CoRR 2023
- Readers: Everyone
VerifAI: Verified Generative AI
Nan Tang, Chenyu Yang, Ju Fan, Lei Cao
- Published: 01 Jan 2023, Last Modified: 27 Jan 2024
- CoRR 2023
- Readers: Everyone
DADER: Hands-Off Entity Resolution with Domain Adaptation
Jianhong Tu, Xiaoyue Han, Ju Fan, Nan Tang, Chengliang Chai, Guoliang Li, Xiaoyong Du
- 2022 (modified: 18 Jan 2023)
- Proc. VLDB Endow. 2022
- Readers: Everyone
Domain Adaptation for Deep Entity Resolution
Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du
- 2022 (modified: 18 Jan 2023)
- SIGMOD Conference 2022
- Readers: Everyone
Local Clustering over Labeled Graphs: An Index-Free Approach
Yudong Niu, Yuchen Li, Ju Fan, Zhifeng Bao
- 2022 (modified: 31 Jan 2023)
- ICDE 2022
- Readers: Everyone
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training
Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- EMNLP 2022
- Readers: Everyone
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training
Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- CoRR 2022
- Readers: Everyone

View all 45 publications

Co-Authors

View all 89 co-authors