近日，国际生物信息学和生物医学会议BIBM2025公布了论文录用情况，实验室录用了8篇论文，其中5篇长文，3篇短文。BIBM（IEEE International Conference on Bioinformatics and Biomedicine）自2007年以来，已在美国、欧洲和亚洲多个国家成功举办了18届会议，今年是第19届，在中国武汉召开。它已成为生物信息学与生物医学领域旗舰会议，它汇聚了来自计算机科学、生物学、化学、医学、数学与统计学等领域的学术与产业科学家，被CCF列为B类国际学术会议。

实验室自从2009年第一次参加BIBM，连续参加至今。BIBM已成为我们医学文本挖掘和心理健康计算等领域研究成果的主要去向。通过参会，与国内外同行交流，得到宝贵的研究经验和最新的研究动态。

  录取长文5篇：

[1] Yunzhi Qiu, Weiru Fu, Yumeng Yang, and Hongfei Lin, Can Herpes Zoster Vaccine Reduce Alzheimer‘s Disease Risk? A KG and LLMs Synergistic Integration Approach.

[2] Weiru Fu, Yunzhi Qiu, Ling Luo, Jian Wang, and Hongfei Lin, CAKADE: Improving ADE Detection on Social Media with LLMs via Counterfactual Augmentation and Knowledge-Enhanced Instruction Tuning.

[3] Jian Ding, Dailin Li, Qinyu Han, Tengxiao Lv, Jian Wang, Hongfei Lin, Ling Luo, and Yuanyuan Sun, DALE: Semantically Disentangled LoRA Expert Mixture for Depression Detection in Psychiatric Dialogue.

[4] Di Zhao, Xin Dong, Jiana Meng, and Hongfei Lin, Bio-R3: Entity Aware and Domain Adaptive Enhanced Framework for Biomedical Document Level Relation Extraction.

[5] Chao Liu, Ling Luo, Tengxiao Lv, Huan Zhuang, Lejing Yu, Jian Wang, and Hongfei Lin, FocusMed: A Large Language Model-based Framework for Enhancing Medical Question Summarization with Focus Identification. 

  录取短文3篇：

[1] Yingpeng Ning, Yuanyuan Sun, Ling Luo, and Hongfei Lin, MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question Answering.

[2] Tengxiao Lv, Ling Luo, Juntao Li, Chao Liu, Yanan Wang, Yan Jiang, Huiyi Lv, Yuanyuan Sun, Jian Wang, and Hongfei Lin, A Unified Biomedical Named Entity Recognition Framework with Large Language Models.

[3] Zhehuan Zhao, Yuran Zhang, Bo Xu, Ludan Zhang, Yu Liu, Shimin Shan, Jian Wang, and Hongfei Lin, NaviPath: a novel knowledge graph-based RAG framework for medical QA.