Nan Tang

Associate Professor, DSA, HKUST(GZ)

Joined

April 2024

Names

Nan Tang (Preferred)

Emails

****@hkust-gz.edu.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Associate Professor

DSA, HKUST(GZ) (hkust-gz.edu.cn)

2023 – 2026

Researcher

Qatar Computing Research Institute, Hamad Bin Khalifa University (hbku.edu.qa)

2011 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Jeffrey Xu Yu

2004 – 2007

PhD Advisor

Kam-Fai Wong

2004 – 2007

Expertise

Data centric AI

2018 – 2025

Data preparation

2010 – 2025

Publications

Synthesizing tables for supervised learning
Yaoyu Zhu, Guoliang Li, Jianhua Feng, Nan Tang
- Frontiers Comput. Sci. 2026
- Readers: Everyone
GARF+: self-supervised and interpretable data cleaning with sequence generative adversarial networks.
Jinfeng Peng, Hanghai Cui, Derong Shen, Nan Tang 0001, Yue Kou, Tiezheng Nie, Hang Cui 0001, Ge Yu 0001
- VLDB J. 2025
- Readers: Everyone
A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going?
Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang, Yuyu Luo
- IEEE Trans. Knowl. Data Eng. 2025
- Readers: Everyone
InteractComp: Evaluating Search Agents With Ambiguous Queries
Mingyi Deng, Lijun Huang, Yani Fan, Jiayi Zhang, Fashen Ren, Jinyi Bai, Fuzhen Yang, Dayi Miao, Zhaoyang Yu, Yifan Wu, Yanfei Zhang, Fengwei Teng, Yingjia Wan, Song Hu, Yude Li, Xin Jin, Conghao Hu, Haoyu Li, Qirui Fu, Tai Zhong et al. (5 additional authors not shown)
- CoRR 2025
- Readers: Everyone
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
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 et al. (5 additional authors not shown)
- CoRR 2025
- Readers: Everyone
From Ambiguous Feedback to Verifiable Repair via Formal Synthesis in Text-to-SQL
Zhihao guo, Zonghan Wu, Xiao Cheng, Nan Tang, Yilei Shao, Haizhou Du, Huan Huo
- Submitted to ICLR 2026
- Readers: Everyone
Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs
Zhuowen Liang, Xiaotian Lin, Zhengxuan Zhang, Yuyu Luo, Haixun Wang, Nan Tang
- ICLR 2026 Poster
- Readers: Everyone
Structured Retrieval-Augmented Generation for Multi-Doc Multi-Entity Question Answering
Teng Lin, Yizhang Zhu, Zhengxuan Zhang, Yuyu Luo, Nan Tang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CycleIE: Robust Document Information Extraction through Iterative Verification and Refinement
Zhengxuan Zhang, Yin WU, Zhuowen Liang, Chengliang Chai, Yuyu Luo, Nan Tang
- Submitted to ICLR 2026
- Readers: Everyone
TuneAhead: Predicting Fine-tuning Performance Before Training Begins
Yuxiang Luo, Haonan Long, Chen Wang, Qiqi Duan, Xiaotian Lin, Yanwei Xu, Yuyu Luo, Weikai Yang, Nan Tang
- Submitted to ICLR 2026
- Readers: Everyone

View all 230 publications

Co-Authors

View all 345 co-authors