UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues. - Xinyan Zhao; Bin He 005; Yasheng Wang; Yitong Li; Fei Mi; Yajiao Liu; Xin Jiang 002; Qun Liu 001; Huanhuan Chen (DialDoc@ACL, 2022)

A Non-Invasive System for On-line Surface Defect Detection on Special-shaped Steel towards Real Production Lines. - Yajiao Liu; Jiang Wang 002; Haitao Yu 001; Jiansheng Li; Fulong Li; Quanfa Zhao (I2MTC, 2022)

One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. - Yajiao Liu; Xin Jiang 002; Yichun Yin; Yasheng Wang; Fei Mi; Qun Liu 001; Xiang Wan; Benyou Wang (ACL (1), 2023)

Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models. - Ziche Liu; Rui Ke; Yajiao Liu; Feng Jiang 007; Haizhou Li 001 (NAACL (Long Papers), 2025)

Rethinking Data Mixture for Large Language Models: A Comprehensive Survey and New Perspectives. - Yajiao Liu; Congliang Chen; Junchi Yang; Ruoyu Sun 001 (CoRR, 2025)