姓名

宋燃

系、部门

计算机系

职称/职务

副教授

导师类别

硕士生导师

学位

工学博士

电话

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电子邮箱

song_ransr@163.com

办公地点

计算机重点实验室104

研究方向

自然语言处理、大模型、知识图谱

个人情况简介

宋燃，副教授，硕士生导师，2025 年 6 月获昆明理工大学计算机科学与技术博士学位，昆明理工大学高层次引进人才。主要从事自然语言处理、多语言大模型、知识图谱方向研究。参与国家自然科学基金重点项目、国家重点研发计划等多项国家级课题。在ACL、EMNLP、AAAI、TASLP 等国际顶级会议及期刊上发表论文 20 余篇。担任 ACL Rolling Review 领域主席（Area Chair），以及AAAI、 KDD、 TASLP、Neurocomputing 等期刊及会议审稿人。招生方向：大模型。硬性指标：强自驱力、强动手力。你可以得到：充足的算力、充分的指导。你需要做到： 主动的探索、沟通、实践。

学习工作经历

2025.9-至今，昆明理工大学，信息工程与自动化学院计算机系，副教授

2018.09-2025.6昆明理工大学计算机科学与技术专业，获工学博士学位

代表性成果

（1）学术论文

[1].Ran Song, Shizhu He, Shuting Jiang, Yantuan Xian, Shengxiang Gao, Kang Liu, and Zhengtao Yu*.Does Large Language Model Contain Task-Specific Neurons?.EMNLP 2024.(CCF A)

[2].Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao Yu*, and Jun Zhao.Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints.Findings.ACL 2023.(CCF A)

[3].Ran Song, Xiang Huang, Hao Peng, Shengxiang Gao, Zhengtao Yu*, Philip Yu. WDEA: The Structure and Semantic Fusion With Wasserstein Distance for Low-Resource Language Entity Alignment.IEEE Transactions on Audio, Speech and Language Processing. (CCF B)(中科院1区)

[4].Ran Song,Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Zhengtao Yu, Jun Zhao. Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts.COLING 2022.(CCF B)

[5].Ran Song,Shengxiang Gao*, Xiaofei Gao, Cunli Mao, Zhengtao Yu.Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts.Neurocomputing. (中科院2区)

[6]. Shuting Jiang,Song, Ran*, Yuxin Huang, Xiang, Yan, Yantuan Xian, Shengxiang Gao, Zhengtao Yu*. Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation.AAAI 2026.(CCF A)

[7].Cunli Mao, Xiaofei Gao,Ran Song*, Shizhu He, Shengxiang Gao, Kang Liu, Zhengtao Yu. Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing. Findings.EMNLP 2025. (CCF B)

[8].Yuxin Huang, Simeng Wu,Ran Song*,Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu. Multilingual Generative Retrieval via Cross-lingual Semantic Compression. Findings.EMNLP 2025.(CCF B)

[9]. Zhiwei Li,Ran Song, Caihong Sun, Wei Xu, Zhengtao Yu, Ji-Rong Wen. Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model. Findings.ACL 2024. (CCF A)

[10]. Yifan Wei , Xiaoyan Yu ,Ran Song, Hao Peng,Angsheng Li. SetKE: Knowledge Editing for Knowledge Elements Overlap.IJCAI 2025. (CCF A)

（2）知识产权

[1] 余正涛、宋燃、高盛祥、郭军军、黄于欣. 一种基于自注意变分自编码的类案推荐方法， 中国发明专利.

[2] 余正涛、宋燃、高盛祥、黄于欣、吴瑾娟、郭军军、赖华. 一种基于要素关联注意力机制的汉越新闻文档摘要生成方法， 中国发明专利.

主讲课程

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指导学生竞赛

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