Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation. - Xunxin Cai; Meng Xiao 001; Zhiyuan Ning; Yuanchun Zhou (ICDM (Workshops), 2023)

BioRAG: A RAG-LLM Framework for Biological Question Reasoning. - Chengrui Wang; Qingqing Long; Meng Xiao 001; Xunxin Cai; Chengjun Wu; Zhen Meng; Xuezhi Wang 004; Yuanchun Zhou (CoRR, 2024)

Knowledge Hierarchy Guided Biological-Medical Dataset Distillation for Domain LLM Training. - Xunxin Cai; Chengrui Wang; Qingqing Long; Yuanchun Zhou; Meng Xiao 001 (CoRR, 2025)

m-KAILIN: Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training. - Meng Xiao 001; Xunxin Cai; Chengrui Wang; Yuanchun Zhou (CoRR, 2025)