闫蓉(1979-),女,副教授,博士,硕士生导师,内蒙古鄂尔多斯市人。现任教于内蒙古大学计算机学院。主要从事文本内容分析及计算、因果科学、社会媒体计算和信息检索方面的研究。主持国家自然科学基金项目1项,内蒙古自治区自然科学基金项目2项,内蒙古大学高层次人才启动金项目1项,参与国家自然科学基金重点和面上项目、内蒙古自然科学基金项目、内蒙古自治区科技厅项目若干。发表相关学术论文多篇,以第一完成人获得计算机软件著作权若干。
联系方式:csyanr@imu.edu.cn
每年预计招收学术型硕士研究生1~2名和专业学位硕士研究生2~4名,欢迎对文本内容分析及计算、社会媒体计算、因果分析、复杂网络分析和自然语言处理(信息检索方向)方向感兴趣的同学报考。
主持的科研项目:
1.内蒙古自治区自然科学基金(2023MS06023):10万,在研
2.国家自然科学基金(61866029):37万,已结题
3.内蒙古自治区自然科学基金(2018MS06025):3万,已结题
4.内蒙古大学高层次人才启动金(21500-5175128):已结题
发表的论文列表:
1.最新期刊论文列表:
[1] Yan Rong, Jiang Li, Xiangdong Su*, Xiaoming Wang, and Guanglai Gao. Boosting the Transformer with the BERT Supervision in Low-Resource Machine Translation[J]. Applied Sciences, 2022, vol. 12, no. 14: 7195.(SCI-3区)
[2] 崔仕林,闫蓉*.基于SoftLexicon和注意力机制的中文因果关系抽取[J].中文信息学报,2023,37(4):81-89.(CCF-T1)
[3] Rong Yan, Wei Yuan , Xiangdong Su∗, Ziyi Zhang. FLPA: A fast label propagation algorithm for detecting overlapping community structure. ESWA,2023.(CCF-C类, SCI-1区(计算机科学)TOP期刊,IF=8.5)
[4] Ziyi Zhang,Rong Yan*, Wei Yuan,Lintao Zhang.Influential spreaders identification by fusing network topology[J].IJSEKE, 2023,(CCF-C类, SCI-4区).
[5]Wang, S., Yan, Y.,Yan, R*. et al. A Chinese telemedicine-dialogue dataset annotated for named entities. BMC Medical Informatics and Decision Making ,23, 264 (2023). (SCI-3区).
2.最新会议论文列表:
[1]Rong Yan*, Ailing Tang, Ziyi Zhang. Increasing representative ability for topic representation. SEKE2022. (CCF推荐C类)
[2]崔仕林,闫蓉*. 基于SoftLexicon和注意力机制的中文因果关系抽取, CCL 2022,推荐至《中文信息学报》已出版 所带研究生一作
[3]Ailing Tang, Yufan Hu, Rong Yan*. Enhancing BERT for Short Text Classification with Latent Information[C]. ICONIP 2022. (CCF推荐C类) 所带研究生一作
[4]Tong Zhang, Ailing Tang, Rong Yan*. Enhanced BERT with Graph and Topic Information for Short Text Classification.SEKE2023.(CCF推荐C类) 所带研究生一作
[5]Zhang Ziyi, Yan Rong*, Wei Yuan. Identifying Influential Spreader in Complex Network Using Neighborhood Network Structure. SEKE2023. (Best Paper)(CCF推荐C类) 所带研究生一作
[6]Xiliang Zhang, Tong Zhang, Rong Yan*. Chinese Medical Intent Recognition Based on Multi-feature Fusion. ICONIP 2023. (CCF推荐C类) 所带研究生一作
[7]Yali Zhao, Rong Yan*. Topic-BiGRU-U-Net for Document-level Relation Extraction from Biomedical Literature. BIBM 2023. (CCF推荐B类) 所带研究生一作
[8]Jinhang Chen, Rong Yan*. EMGCN: Enhancement Graph and Multi-head Attention Graph Convolutional Networks for Aspect-based Sentiment Analysis. CSCWD2024. (CCF推荐C类) 所带研究生一作
[9]Fujun Zhang, Xiangdong Su*, Jiang Li, Rong Yan, Guanglai Gao1. EpLSA: Synergy of Expert-prefix Mixtures and Task-Oriented Latent Space Adaptation for Diverse Generative Reasoning [C] COLING2024 (CCF推荐B类)
[10] Tong Zhang, Jianing Zhang, Rong Yan*. Synergistic Diverse Perspective for Topic Evolution Analysis on Weibo[C]. 18th International Conference on Document Analysis and Recognition (ICDAR2024). (CCF推荐C类) 所带研究生一作
[11] Honglei Zhang, Rong Yan*. An Interactive Transformer for Extracting Causal Relationship in Medical Text[C]. 17th International Conference on Knowledge Science, Engineering and Management (KSEM2024) (CCF推荐C类) 所带研究生一作