Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. - Haoqi Zheng; Qihuang Zhong; Liang Ding 006; Zhiliang Tian; Xin Niu 002; Changjian Wang; Dongsheng Li 001; Dacheng Tao (EMNLP, 2023)

Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. - Haoqi Zheng; Qihuang Zhong; Liang Ding 006; Zhiliang Tian; Xin Niu 002; Dongsheng Li 001; Dacheng Tao (CoRR, 2023)

POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation. - Shilong Pan; Zhiliang Tian; Liang Ding 006; Haoqi Zheng; Zhen Huang 006; Zhihua Wen; Dongsheng Li 001 (ACL (1), 2024)

Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System. - Haoqi Zheng; DongWang DongWang; Silin Yang; Yunpeng Qi; Ruochun Jin; Liyang Xu (ACL (Findings), 2025)

TimeRAG: Boosting LLM Time Series Forecasting via Retrieval-Augmented Generation. - Silin Yang; Dong Wang; Haoqi Zheng; Ruochun Jin (ICASSP, 2025)