一、个人基本信息
沈颖，副教授，硕士生导师，中山大学“****”引进人才。主要从事自然语言处理，智慧医疗，机器学习，人工智能等研究。
电子邮件：sheny76@mail.sysu.edu.cn
二、个人基本简历
2015年获法国巴黎第十大学自然语言处理博士。
2014年访德国期间任德国科隆大学医学院访问****。
2011年获欧盟Erasmus Muduns自然语言处理（英国/法国）双硕士学位。
曾获欧盟教育部优秀硕士奖，法国法兰西大岛博士一等奖学金，中国国家留学基金管理委员会优秀海外留学生奖。近年来发表学术论文70余篇(第一作者/通讯作者42篇)，其中SCI期刊29篇；CCF A类会议论文19篇，CCF B类会议11篇，论文多次获最佳论文奖。主持国家自然科学基金青年项目一项，主持和参与多项欧盟科教项目、国家/省市科技项目和企业合作项目。受理发明专利6项，授权专利1项；获软件著作权5项。
三、学科方向
自然语言处理、机器学习、人工智能、智慧医疗
团队学术气氛浓厚，师生关系融洽，集体活动丰富。欢迎有志于攻读自然语言处理、机器学习、人工智能的学生、实习生报考和加入团队！
四、科研项目
国家自然科学基金青年科学基金，医学诊治过程中知识推理的关键技术研究，主持，2017.1-2019.12
深圳市基础研究面上项目，基于交互学习和多智能体去噪的弱监督知识抽取研究， 主持，2020.1-2022.12
深圳市基础研究自由探索项目，基于电子病历文本的医学知识表示和推理技术研究，主持，2017.1-2019.12
深圳市基础研究重点项目，全科医学决策知识图谱构建方法和技术研究，主研，2016.1-2019.12
欧盟科教项目OpiTem Project自然语言文本建模及信息抽取，主研，2012.1-2015.12
五、论著专利
(1)部分代表性期刊论文
1. Yang Min, Junhao Liu, Lei Chen, Zhao Zhou, Chen Xiaojun, Shen Ying*. An Advanced Deep Generative Framework for Link Prediction in Dynamic Networks. IEEE Transactions on Cybernetics. 2019, 11-23. (通讯作者，IF:10.387)
2. Shen Ying, Ding Ning, Zheng Hai-Tao, Li Yaliang, Yang Min. Modeling Relation Paths for Knowledge Graph Completion. IEEE Transactions on Knowledge and Data Engineering (TKDE). 2020,1-11. (第一作者，IF: 3.857)
3. Yang Min, Huang Weiyi, Tu Wenting, Qu Quaing, Shen Ying, Lei Kai. Multitask Learning and Reinforcement Learning for Personalized Dialog Generation: An Empirical Study. IEEE Transactions on Neural Networks and Learning Systems. 99(2020), 1-14. (IF: 11.683)
4. Zhao Wei, Wang Benyou, Yang Min, Ye Jianbo, Zhao Zhou, Chen Xiaojun, Shen Ying. Leveraging Long and Short-term Information in Content-aware Movie Recommendation via Adversarial Training. IEEE Transactions on Cybernetics, 2019, 1-14. (IF: 10.387)
5. Shen Ying, Yuan Kaiqi, Tang Buzhou, Li Yaliang, Du Nan, Yang Min, Lei Kai. KMR: Knowledge-oriented Medicine Representation Learning for Drug-Drug Interaction and Similarity Computation. Journal of Cheminformatics, 2019, 11(1), 22. (第一作者，IF: 3.893)
6. Lei Kai, Zhang Bing, Li Yu, Yang Min, Shen Ying*. Time-driven Feature-aware Jointly Deep Reinforcement Learning for Financial Signal Representation and Algorithmic Trading. Expert Systems with Applications, 2019, 140, p.112872. (通讯作者, IF: 4.292)
7. Lei Kai, Zhang Jin, Xie Yuexiang, Wen Desi, Chen Daoyuan, Yang Min, Shen Ying*. Path-based Reasoning with Constrained Type Attention for Knowledge Graph Completion. Neural Computing and Applications, 2019, 1-10. (通讯作者， IF: 4.664)
8. Lei Kai, Xie Yuexiang, Zhong Shangru, Daijing Chao, Yang Min, Shen Ying*. Generative Adversarial Fusion Network for Class Imbalance Credit Scoring. Neural Computing and Applications, 2019, 1-12. (通讯作者，IF: 4.664)
9. Yang Min, Qu Qiang, Shen Ying, Lei Kai, Zhu Jia. Cross-domain Aspect/Sentiment-aware Abstractive Review Summarization by Combining Topic Modeling and Deep Reinforcement Learning. Neural Computing and Applications, 2018, 1-13. (IF: 4.664)
10. Shen Ying, Li Yaliang, Si Shangchun, Zhang Jin, Yang Min, Lei Kai. Gastroenterology Ontology Construction using Synonym Identification and Relation Extraction. IEEE Access. 2018, 6(1), 52095-52104. (第一作者，IF: 4.098)
11. Shen Ying, Li Yaliang, Zheng Haitao, Tang Buzhou, Yang Min. Enhancing Ontology-Driven Diagnostic Reasoning with a Symptom-Dependency-Aware Na?ve Bayes Classifier. BMC Bioinformatics. (2019) 20:330. (第一作者，IF: 2.970)
12. Shen Ying, Yuan Kaiqiai, Chen Daoyuan, Colloc Joel, Yang Min, Li Yaliang, Lei Kai. An ontology-driven clinical decision support system (IDDAP) for infectious disease diagnosis and antibiotic prescription. Artificial intelligence in medicine, 2018, 86, 20-32. (第一作者，IF: 3.574)
13. Shen Ying, Colloc Joel, Jacquet-Andrieu Armelle, Lei Kai. Emerging Medical Informatics with Case-Based Reasoning for Aiding Clinical Decision in Multi-Agent System. Journal of Biomedical Informatics, 2015, 56: 307–317. (第一作者，IF: 2.950)
14. Shen Ying, Zhang Lizhu, Zhang Jin, Yang Min, Tang Buzhou, Li Yaliang, Lei Kai. CBN: Constructing a Clinical Bayesian Network based on Data from the Electronic Medical Record. Journal of Biomedical Informatics, 2018, 88: 1–10. (第一作者， IF: 2.950)
15. Shen Ying, Chen Daoyuan, Tang Buzhou, Yang Min, Lei Kai. EAPB: Entropy-Aware Path-Based Metric for Ontology Quality. Journal of Biomedical Semantics, 2018, 9(1), 20. (第一作者，IF: 1.992)
16. Shen Ying, Yuan Kaiqi, Dai Jinchao, Tang Buzhou, Yang Min, Lei Kai. KGDDS: A System for Drug-Drug Similarity Measure in Therapeutic Substitution based on Knowledge Graph Curation. Journal of Medical Systems, 2019, 43(4), 92. (第一作者，IF: 2.415)
17. Yang Min, Jiang Qingnan, Shen Ying, Wu Qingyao, Zhao Zhou, Zhou Wei. Hierarchical human-like strategy for aspect-level sentiment classification with sentiment linguistic knowledge and reinforcement learning. Neural Networks, 117(2019), 240-248. (IF: 5.785)
18. Yang Min, Zhao Wei, Chen Lei, Qu Qiang, Zhao Zhou, Shen Ying. Investigating the transferring capability of capsule networks for text classification. Neural Networks, 118 (2019) 247–261. (IF: 5.785)
19. Yang Min, Wang Xintong, Lu Yao, Lv Jianming, Shen Ying, Li Chengming. Plausibility-promoting Generative Adversarial Network for Abstractive Text Summarization with Multi-task Constraint. Information Sciences, 2020, 56(3), 381-393. (IF: 5.524)
20. Yang Min, Qu Qiang, Chen Xiaojun, Tu Wenting, Shen Ying, Zhu Jia. Discovering Author Interest Evolution in Order-sensitive and Semantic-aware Topic Modeling. Information Sciences, 2019, 486, 271-286. (IF: 5.524)
21. Yu Shuai, Yang Min, Qu Qiang, Shen Ying. Contextual-Boosted Deep Neural Collaborative Filtering Model for Interpretable Recommendation. Expert Systems with Applications, 2019. (IF: 4.292)
22. Yang Min, Ying Wenpeng, Qu Qiang, Tu Wenting, Shen Ying, Chen Xiaojun. Neural Attentive Network for Cross-Domain Aspect-level Sentiment Classification. IEEE Transactions on Affective Computing, 2019, 1-13. (IF: 6.288)
(2)部分代表性会议论文
1. Chen Daoyuan, Li Yaliang, Lei Kai, Shen Ying*. Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents. In The 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020), Seattle, Washington, USA, 5-10 July 2020. (通讯作者，CCF A类会议)
2. Deng Yang, Lam Wai, Xie Yuexiang, Chen Daoyuan, Li Yaliang, Yang Min, Shen Ying*. Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering. In The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, February 7-12, 2020. (通讯作者，CCF A类会议)
3. Li Ziran, Lin Zibo, Shen Ying*, Ding Ning, Zheng Haitao*. Triple-to-Text Generation with an Anchor-to-Prototype Framework. In The 29th International Joint Conference on Artificial Intelligence (IJCAI 2020). Kanagawa, Japan, July 11–17, 2020. (共同通讯，CCF A类会议)
4. Deng Yang, Zhang Wenxuan, Li Yaliang, Yang Min, Lam Wai, Shen Ying*. Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization. In The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, July 25–30, 2020. (通讯作者，CCF A类会议)
5. Yang Min, Zhou Wei, Wu Qingyao, Shen Ying*, Chen Xiaojun, Chen Lei. Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning. In The 28th International Joint Conference on Artificial Intelligence (IJCAI 2019). Macao, China, August 10-16, 2019. pp. 5349-5355 (通讯作者，CCF A类会议)
6. Deng Yang, Xie Yuexiang, Li Yaliang, Yang Min, Du Nan, Fan Wei, Lei Kai, Shen Ying*. Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. In The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). Honolulu, Hawaii, USA, January 27 – February 1, 2019. 33, pp. 6318-6325. ACM. (通讯作者，CCF A类会议)
7. Chen Daoyuan, Zheng Haitao, Yang Min, Li Yaliang, Shen Ying*. Answer-enhanced Path-aware Relation Detection over Knowledge Base. In The 42nd International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR 2019). SIGIR: Paris, France, July 21-25, 2019. pp. 1021-1024. ACM. (通讯作者，CCF A类会议)
8. Shen Ying, Deng Yang, Yang Min, Li Yaliang, Du Nan, Fan Wei, Lei Kai. Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR 2018). SIGIR: Ann Arbor, Michigan, USA, July 8-12, 2018. pp. 901-904. ACM. (第一作者，CCF A类会议)
9. Shen Ying, Chen Daoyuan, Yang Min, Li Yaliang, Du Nan, Lei Kai. Ontology Evaluation with Path-based Text-aware Entropy Computation. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR 2018). SIGIR: Ann Arbor, Michigan, USA, July 8-12, 2018. pp. 881-884. ACM. (第一作者，CCF A类会议)
10. Xie Yuexiang, Shen Ying, Li Yaliang, Yang Min, Lei Kai. Attentive User-engaged Adversarial Neural Network for Community Question Answering. In The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, February 7-12, 2020. (CCF A类会议)
11. Bai Yang, Li Ziran, Ding Ning, Shen Ying, Zheng Haitao. Infobox-to-text Generation with Tree-like Planning based Attention Network. In The 29th International Joint Conference on Artificial Intelligence (IJCAI 2020). Kanagawa, Japan, Julu 11–17, 2020. (CCF A类会议)
12. Yang Min, Li Chengming, Sun Fei, Zhao Zhou, Shen Ying, Wu Chenglin. Be Relevant, Non-redundant, Timely: Deep Reinforcement Learning for Real-time Event Summarization. In The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, February 7-12, 2020. (CCF A类会议)
13. Lin Zibo, Li Ziran, Ding Ning, Zheng Hai-Tao, Shen Ying, Wang Wei, Zhao Cong-Zhi. Integrating Linguistic Knowledge to Sentence Paraphrase Generation. In The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, February 7-12, 2020. (CCF A类会议)
14. Liu Junhao, Wang Kai, Xu Chunpu, Zhao Zhou, Xun Ruifeng, Shen Ying, Yang Min. Interactive Dual Generative Adversarial Networks for Image Captioning. In The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, February 7-12, 2020. (CCF A类会议)
15. Yang Min, Shen Ying, Chen Xiaojun, Li Chengming. Multi-source Domain Adaptation for Sentiment Classification with Granger Causal Inference. In The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, July 25–30, 2020. (CCF A类会议)
16. Li Ziran, Ding Ning, Liu Zhiyuan, Zheng Haitao, Shen Ying. Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge. In The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019). Florence, Italy, Jul 28, 2019 – Fri, Aug 2, 2019. pp. 4377-4386 (CCF A类会议)
17. Yang Min, Qu Qiang, Tu Wenting, Shen Ying, Zhao Zhou, Chen Xiaojun. Exploring Human-Like Reading Cognition for Abstractive Text Summarization. In The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). Honolulu, Hawaii, USA, January 27 – February 1, 2019. 33, pp. 7362-7369. ACM. (CCF A类会议)
18. Luo Junyu, Yang Min, Shen Ying, Qu Qiang, Chai Haixia. Learning Document Embeddings with Crossword Prediction. In The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). Honolulu, Hawaii, USA, January 27 – February 1, 2019. 33, pp. 9993-9994. ACM. (CCF A类会议)
19. Du Wenyu, Li Baocheng, Yang Min, Qu Qiang, Shen Ying. A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset. In The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). Honolulu, Hawaii, USA, January 27 – February 1, 2019. 33, pp. 9935-9936. ACM. (CCF A类会议)
20. Wang Dong?, Shen Ying?, Li Ziran, Lin Zibo, Zheng Hai-Tao. Knowledge Enhanced Latent Relevane Mining for Question Answering. In The 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). Barcelona, Spain, May 4-8, 2020. (共一作者，CCF B类会议)
21. Chen Daoyuan, Li Yaliang, Yang Min, Zheng Hai-Tao, Shen Ying*. Knowledge-aware Textual Entailment with Graph Attention Network. In The 28th ACM International Conference on Information and Knowledge Management (CIKM 2019). Beijing, China, November 3rd-7th, 2019. pp. 2145-2148. (通讯作者，CCF B类会议)
22. Shen Ying, Wen Desi, Li Yaliang, Du Nan, Zheng Haitao, Yang Min, Path-based Attribute-aware Representation Learning for Relation Prediction. In The SIAM International Conference on Data Mining (SDM 2019). Calgary, Canada. May 2 - May 4, 2019. pp. 639-647. (第一作者，CCF B类会议)
23. Shen Ying, Deng Yang, Zhang J, Li Yaliang, Du Nan, Fan Wei, Lei Kai. IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy. In The 18th IEEE International Conference on Data Mining (ICDM 2018). Singapore, November 17-20, 2018. pp. 1417-1422. (第一作者，CCF B类会议)
24. Shen Ying, Yuan Kaiqi, Li Yaliang, Tang Buzhou, Yang Min, Du Nan, Lei Kai. Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning. In The IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2018). Madrid, Spain, December 3-6 2018. pp. 757-800. (第一作者，CCF B类会议)
25. Deng Yang, Shen Ying*, Yang Min, Li Yaliang, Du Nan, Fan Wei, Lei Kai. Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge. In The 27th International Conference on Computational Linguistics (COLING 2018). Santa Fe, New-Mexico, USA, August 20-26, 2018. pp. 3295-3305. (通讯作者，CCF B类会议)
26. Lei Kai, Chen Daoyuan, Li Yaliang, Yang Min, Du Nan, Fan Wei, Shen Ying*. Cooperative Denoising for Distantly Supervised Relation Extraction. In The 27th International Conference on Computational Linguistics (COLING 2018). Santa Fe, New-Mexico, USA, August 20-26, 2018. pp. 426-436. (通讯作者，CCF B类会议) (COLING 2018 Area Chair Favorite Papers)
六、荣誉获奖情况
深圳市海外高层次人才（孔雀C）
深圳市南山区领航人才
中国国家留学基金管理委员会（法国）优秀海外留学生奖
欧盟教育部Erasmus Mundus优秀硕士奖(NLP & HLT:EMMC 2008-0083)
七、主要学术兼职
中国计算机学会中文信息技术专业委员会通讯委员
中国中文信息学会医疗健康与生物信息处理专业委员会委员
广东省科技智库评审专家，深圳市科创委科技专家库评审专家。
人工智能领域CCFA类会议AAAI 2018-2020 PC Member ，WWW 2017-2020 PC Member
人工智能领域CCFB类会议SDM 2019分会场主席，COLING 2016/2018 PC member, ECML-PKDD 2019-2020 Research Track PC Member
IEEE Transactions on Cybernetic，IEEE Transactions on Knowledge and Data Engineering, Information Processing and Management, Journal of Cheminformatics等期刊审稿人。
八、联系方式
电子邮箱：sheny76@mail.sysu.edu.cn