Position Paper: Data-Centric AI in the Age of Large Language Models. - Xinyi Xu; Zhaoxuan Wu; Rui Qiao 006; Arun Verma; Yao Shu; Jingtan Wang 001; Xinyuan Niu 001; Zhenfeng He; Jiangwei Chen 001; Zijian Zhou; Gregory Kang Ruey Lau; Hieu Dao; et al. (EMNLP (Findings), 2024)

Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions. - Jingtan Wang 001; Xiaoqiang Lin; Rui Qiao 006; Chuan-Sheng Foo; Bryan Kian Hsiang Low (ICML, 2024)

Data-Centric AI in the Age of Large Language Models. - Xinyi Xu; Zhaoxuan Wu; Rui Qiao 006; Arun Verma; Yao Shu; Jingtan Wang 001; Xinyuan Niu 001; Zhenfeng He; Jiangwei Chen 001; Zijian Zhou; Gregory Kang Ruey Lau; Hieu Dao; et al. (CoRR, 2024)

WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data. - Xinyang Lu; Jingtan Wang 001; Zitong Zhao; Zhongxiang Dai; Chuan-Sheng Foo; See-Kiong Ng; Bryan Kian Hsiang Low (ACL (Findings), 2025)

Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions. - Rui Qiao 006; Zhaoxuan Wu; Jingtan Wang 001; Pang Wei Koh; Bryan Kian Hsiang Low (ICLR, 2025)