讲师
姓名：申晨 性别：男 学历：博士研究生
职称：讲师 办公室：J13-222 隶属部门：软件工程系
联系方式：chenshen@sdust.edu.cn
个人简介：
从事《软件设计与体系结构》、《微机原理与接口技术》等课程的课堂教学，以及自然语言处理、文本挖掘方向研究。发表中文核心及SCI检索论文十余篇。担任《APPLIED SOFT COMPUTING》期刊审稿人。
详细信息:
研究方向包括：
机器学习、深度神经网络、自然语言处理、生物医学文本挖掘等
学术论文：
[1] Chen Shen, Zhiheng Li, Yonghe Chu, Zhongying Zhao, GAR: Graph adversarial representation for adverse drug event detection on Twitter. Applied Soft Computing 2021, 106: 107324.
[2] Liu, Haifeng, Hongfei Lin, Chen Shen, Liang Yang, Yuan Lin, Bo Xu, Zhihao Yang, Jian Wang, and Yuanyuan Sun. "A network representation approach for COVID-19 drug recommendation." Methods 198 (2022): 3-10.
[3] Liu, Haifeng, Hongfei Lin, Chen Shen, Zhihao Yang, Jian Wang, and Liang Yang. "Self-supervised learning with heterogeneous graph neural network for covid-19 drug recommendation." In 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 1412-1417. IEEE, 2021.
[4] Chen Shen, Hongfei Lin, Kai Guo, Kan Xu, Zhihao Yang, Jian Wang: Detecting adverse drug reactions from social media based on multi-channel convolutional neural networks. Neural Computing and Applications, 2019, 31(9): 4799-4808.
[5] Chen Shen, Hongfei Lin, Xiaochao Fan, Yonghe Chu, Zhihao Yang, Jian Wang, Shaowu Zhang: Biomedical event trigger detection with convolutional highway neural network and extreme learning machine. Applied Soft Computing, 2019, 84.
[6] Chen Shen, Hongfei Lin, Huihui Hao, Zhihao Yang, Jian Wang, Shaowu Zhang: Intelligent multi-document summarization for biomedical literature by word embeddings and graph-based ranking. Journal of Intelligent and Fuzzy Systems, 2019, 37(4): 797-802.
[7] Chen Shen, Yonghe Chu, Hongfei Lin, Jian Wang, Shaowu Zhang: Sensitivity-controlled event trigger identification in multi-level biomedical context. International Journal of Data Mining and Bioinformatics 24, no. 3 (2020): 238-257.
[8] Chen Shen, Zhiheng Li, Hongfei Lin, Jian Wang, Shaowu Zhang: A Graph-boosted Framework for Adverse Drug Event Detection from Twitter. In 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 1129-1131. IEEE, 2020.
[9] Chu, Yonghe, Hongfei Lin, Liang Yang, Dongyu Zhang, Yufeng Diao, Xiaochao Fan, and Chen Shen. "Hyperspectral image classification based on discriminative locality preserving broad learning system." Knowledge-Based Systems 206 (2020): 106319.
[10] Li, Zhengguang, Hongfei Lin, Chen Shen, Wei Zheng, Zhihao Yang, and Jian Wang. "Cross2Self-attentive bidirectional recurrent neural network with BERT for biomedical semantic text similarity." In 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 1051-1054. IEEE, 2020.
[11] Zhiheng Li, Zhihao Yang, Chen Shen, Jun Xu, Yaoyun Zhang, Hua Xu. Integrating shortest dependency path and sentence sequence into a deep learning framework for relation extraction in clinical text[J]. BMC medical informatics and decision making, 2019, 19(1): 22.
