个人简介
教授，博士生导师，计算机科学与技术学院院长助理。
中国人工智能学会青年工作委员会秘书长，中国计算机学会中文信息技术专业委员会副秘书长，Springer International Journal of Machine Learning and Cybernetics (SCI Index IF2.692 Q2) 副主编，深圳高层次领军人才（地方级）。
香港理工大学电子计算学系硕士、博士，曾任香港中文大学博士后，香港理工大学高级研究助理，香港城市大学研究员。现任亚洲自然语言处理学会(AFNLP)社会媒体计算专委会委员，中国中文信息学会社会媒体处理专业委员会常务委员，中国人工智能学会自然语言理解专业委员会委员、知识工程与分布智能专委会委员。
长期从事自然语言理解、文本情绪计算、社交媒体挖掘、生物信息学、脑电信号处理与脑机接口等方面的研究。出版英文学术专著2本，译著1本，发表国际期刊论文20余篇，国际会议论文80余篇。主持国家重点研发计划课题，国家自然科学基金重点项目子课题/面上项目/培育项目、国家重点实验室开放课题、高等院校博士点基金、广东省自然科学基金项目等多项。在NTCIR, COAE, NLPCC等多次情感分析相关评测中取得第一名。
2017年获教育部高等院校科技进步奖二等奖（第二名）。2013年获中国人工智能学会最佳青年科技成果奖及香港资讯与通讯科技奖最佳协同合作奖。2015年获中国人工智能学会首届全国青年人工智能创新创业大会特等奖。
指导博士生桂林获2016年百度奖学金（全球10人 广东省高校首次获奖），入选2018年中国人工智能学会优秀博士学位论文（哈尔滨工业大学首次获奖），入选欧盟玛丽居里学者博士后资助计划。
指导研究生团队获国家工业和信息化部工信创新奖学金二等奖、2013年中国计算机学会全国青年大数据创新大赛一等奖。2016年中国中文信息学会微众杯技术评测竞赛一等奖、哈尔滨工业大学国家开发银行科技创新奖。2017年中国计算机学会大数据与计算智能大赛二等奖、中国中文信息学会微众杯技术评测竞赛二等奖。2018年中国计算机学会大数据与计算智能大赛二等奖等。
课题组每年招收4-5名硕士生（硕博连读/推荐攻博优先），1-2名博士生，提供良好的科研资源和国际合作条件。
课题组热情欢迎博士后申请。
详细信息访问课题组网站 http://hlt.hitsz.edu.cn http://www.hitsz-hlt.com/
研究方向
自然语言处理、文本情感计算、人工智能、社交媒体分析、生物信息学、脑电信号与脑机接口
教育经历
1991.09-1995.07 哈尔滨工业大学计算机科学与工程系 学士
1998.11-2001.06 香港理工大学电子计算学系 硕士
2002.07-2006.01 香港理工大学电子计算学系 博士
研究与工作经历
1995.07-1997.11 哈尔滨工业大学计算机科学与工程系 研究实习员
1997.11-1998.10 香港理工大学电子计算学系 项目助理 Project Assistant
2001.01-2002.07 深圳国际创新技术研究院 高级软件工程师
2006.01-2006.09 香港中文大学系统工程与工程管理学系 博士后研究员 Postdoctoral Fellow
2006.10-2008.03 香港理工大学电子计算学系 副研究员 Research Associate
2008.04-2008.10 香港中文大学系统工程与工程管理学系副研究员 Research Associate
2008.10-2009.10 香港城市大学中文、翻译及语言学系 研究员 Research Fellow
2009.11- 哈尔滨工业大学深圳研究生院计算机科学与技术学院 副教授/教授 博士生导师
专业资质与学术兼职
2009- IEEE SMC学会Shenzhen Branch 学术秘书
2012- 中国计算机学会YOCSEF深圳分论坛副主席/荣誉委员
亚洲自然语言处理学会(AFNLP)社会媒体计算专委会委员
2013- 中国中文信息学会社会媒体处理专业委员会 常务委员
2014- 中国人工智能学会青年工作委员会秘书长
中国计算机学会中文信息技术专业委员会副秘书长
中国人工智能学会自然语言理解专委会委员
2012-2014 中国计算机学会NLPCC微博分析评测委员会共同主席
2015 深圳数字舞台表演机器人技术工程实验室副主任
2016- Springer Journal of Machine Learning and Cybernetics (SCI 检索)副主编
2017 全国第十六届计算语言学会议CCL 2017自然语言处理应用领域主席，SMP 2017用户建模领域主席，NLPCC 2017 Tutorial主席及ADL学术主任
2018 NLPCC 2018组委会共同主席、自然语言处理应用领域主席。
2019 2nd International Congress on Cognitive Computing 程序委员会主席，
第八届全国社会媒体处理大会程序委员会主席
科研项目
2011-2012 《基于语言无关框架和迁移学习的跨语言情感分析技术》，哈尔滨工业大学创新科技基金 HIT.NSFIR.201012
2011-2012 《面向网络突发事件应急的情感分析和早期预警软件开发》，横向课题
2012 《新媒体智能分析关键技术研究》，中兴通讯项目 子课题
2012 《细粒度情感标注语料库开发》，国家自然科学基金协作项目
2012-2013 《基于用户生成内容分析的信息推送软件开发》，横向课题
2013 《面向微博文本的情感语料库建设》，国家自然科学基金协作项目
2013-2014 《面向社会媒体的文本情绪分析和预测研究》，深圳市基础研究计划 JCYJ20120613152557576
2013-2014 《基于互联网挖掘的智能金融信息服务系统》，深圳市国际合作计划 GJHZ20120613110641217
2013-2014 《跨语言情感倾向性分析中的关键问题研究》，国家重点实验室开放课题基金
2013-2015 《文本情绪分析中的关键问题研究》，国家自然科学基金青年基金，第一参与 61203378
2013-2015 《文本中情绪自动分类、归因和预测中的关键问题研究》，高等院校博士点基金20122302120070
2014-2017 《文本情绪计算框架、模型和方法研究》，国家自然科学基金面上项目 61370165
2013-2014 《面向微博信息抽取软件开发》，横向课题，舆情香港有限公司
2014-2015 《文本情绪计算框架、模型和方法》，广东省自然科学基金 自由申请项目 S2013010014475
2014 《面向消费决策的情感分析技术研究》，百度公司高校合作项目
2015-2016 《结合脑科学和深度学习的文本情绪计算研究及其在社会群体情绪分析的应用》，深圳市科技计划项目
2015- 深圳数字舞台表演机器人技术工程实验室组建项目(副主任) Shenzhen Engineering Laboratory of Performance Robots at Digital Stage [2014]1507
2015-2017 《面向基础教育的知识关联与推理类问题求解关键技术与系统》，国家863计划，National 863 Program of China，2015AA015405 第二参与
2016-2017 《基于符号化表示学习的脑电信号分析方法及其应用》深圳市基础研究项目JCYJ20150625142543470
2016-2018 《社会化媒体大数据群体情感深层理解与预测研究》广东省数据科学工程技术研究中心开放课题(2016KF09)
2016-2017 《模式识别算法研究》国网江苏省电力公司电力科学研究院
2017-2021 《社交媒体中文本情感语义计算理论和方法》 国家自然科学基金重点项目 61632011，社交媒体中文本情感原因发现与预测子课题
2017-2019 《社会化媒体群体情感的深层理解和预测研究》国家自然科学培育项目 U1636103
2017-2020 《网络大数据隐私保护和侵犯取证技术》国家重点研发计划，抗大数据分析的隐私保护技术 子课题主持
2017-2019 《面向社交媒体的个体/群体情感分析、归因和预测研究》深圳市基础研究自由探索项目 JCYJ20170307150024907
2017- 《基于网络大数据的智能影评生成系统》横向课题
2018-2020 《跨境电商大数据平台分析挖掘及社会服务平台研发》深圳市技术攻关项目 JSGG20170817140856618
2019-2022 《面向社交媒体热点话题的论辩分析研究》 国家自然科学基金面上项目，61876053
2018-2019 《金融证券领域互联网新闻情感计算关键技术》横向课题
2018-2019 《基于网络大数据的电影领域知识图谱软件开发》横向课题
科研成果及奖励
2001 《掌上型电子摄像英汉辞典》黑龙江省教育厅科技进步奖二等奖
2013 《社会情感挖掘平台》中国人工智能学会最佳青年科技成果奖
2013 《Opinion Mining Platform》香港特别行政区政府资讯科技总监办，香港资讯与通讯科技奖最佳协同合作奖
2015 深圳高层次领军人才（地方级）
2015 《社会媒体文本大数据分析平台》中国人工智能学会 首届全国青年人工智能创新创业大会特等奖
2015 中国计算机学会全国青年大数据创新大赛一等奖
2016 中国中文信息学会SMP CUP技术评测竞赛一等奖
2016 研究生团队获哈尔滨工业大学国家开发银行科技创新奖
2017 研究生团队获工信部工信创新奖学金二等奖
2017 中国中文信息学会SMP CUP用户画像技术评测竞赛二等奖
2017 中国计算机学会大数据与计算智能大赛二等奖
2017 教育部科学技术进步奖二等奖《面向两文三语的大规模社交媒体检索与理解平台研制及产业化》（第二名）
2018 第七届NLPCC国际会议Best Student Paper Award
2018 全国社会媒体处理大会SMP2018最佳论文报告提名奖
2018 中国计算机学会大数据与计算智能大赛二等奖
发明专利
1. 一种文本情绪预测方法及装置 中国发明专利 专利号： ZL20151 0018521.4 授权日：2017.12.12
（陈涛、徐睿峰、黄锦辉、陆勤）
2. 迁移学习方法及装置 中国发明专利 专利号：ZL201510032970.4 授权日：2018.06.12
（桂林、徐睿峰、陆勤、周俞）
3. 一种微博突发事件检测方法 中国发明专利 专利号：ZL201510018617.0 授权日：2018.06.05
（徐睿峰、汪奕丁、黄锦辉、陆勤）
4. 类噪音检测方法、装置和损失函数计算方法、装置 中国发明专利 申请号 ： 201511031545.X 2015年12月31日（实审阶段）
（徐睿峰、桂林、杜嘉晨、陆勤）
5. 一种文本情感标注方法、装置及系统 中国发明专利 申请号：201511031284.1 2015年12月31日（实审阶段）
（徐睿峰、杜嘉晨、桂林、黄锦辉）
6. 基于脑电信号的真实性判断方法及装置 中国发明专利 申请号：201610906907.3 2016/10（实审阶段）
（徐睿峰、温志渊、杜嘉晨、陆勤）
7. 文本表示方法及系统 中国发明专利 申请号：201610907526.7 2016/10（实审阶段）
（徐睿峰、桂林、杜嘉晨、陆勤）
8. 基于脑电信号的词向量计算方法及装置 中国发明专利 申请号：201610907518.2 2016/10（实审阶段）
（徐睿峰、杜嘉晨、桂林、黄锦辉）
9. 词语相似度计算方法及装置 中国发明专利 申请号：201610907157.1 2016/10（实审阶段）
（徐睿峰、杜嘉晨、桂林、陆勤）
10. 文本情感分析的方法及装置 中国发明专利 申请号：201610907156.7 2016/10（实审阶段）
（徐睿峰、陈涛、黄锦辉）
论文及著作
专著：
KamFai Wong, Wenjie Li, Ruifeng Xu and Graeme Hirst, 《Introduction to Chinese Natural Language Processing 》(Synthesis Lectures on Human Language Technologies), Morgan & Claypool Publishers, U.S.A., 2009. Series ISSN: 1947-4040 (Chapter 6-8)
KamFai Wong, Wenjie Li, Ruifeng Xu and Wei Gao. 《Social Media Analysis: NLP and Beyond》, World Scientific Publishing Co, 2017. ISBN: 978-981-3223-60-8 (hardcover) ISBN: 978-981-3223-62-2 (ebook)
王志洁 陈东东主编 《语言学》 中国人民大学出版社 2013年 （情感分析部分）
徐睿峰 李斌阳 黄锦辉 译 《中文自然语言处理导论》 2018年 科学出版社
期刊论文
2019年
Jiyun Zhou, Qin Lu, Ruifeng Xu*, Lin Gui, Hongpeng Wang. Prediction of TF-binding site by inclusion of higher order position dependencies. IEEE/ACM Transactions on Computational Biology and Bioinformatics.(SCI IF 2.428, JCR 2区)
Jiachen Du, Lin Gui, Yulan He, Ruifeng Xu, Xuan Wang. Convolution-Based Neural Attention with Applications to Sentiment Classification. IEEE ACCESS. 2019.
DOI: 10.1109/ACCESS.2019.2900335
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8648327 (SCI IF 3.557, JCR 1区)
2018年
Ruifeng Xu, Jiachen Du, Zhishan Zhao, Yulan He, Qinghong Gao, Lin Gui, Inferring User Profiles in Social Media by Joint Modeling of Text and Networks[J]，SCIENCE CHINA Information Sciences. 2018. DOI: 10.1007/s11432-018-9718-9
Hongjian Bo, Lin Ma, Quansheng Liu, Ruifeng Xu, Haifeng Li. Music-evoked emotion recognition based on cognitive principles inspired EEG temporal and spectral features.
International Journal of Machine Learning and Cybernetics. published online, 2018
https://doi.org/10.1007/s13042-018-0880-z (SCI IF 2.692, JCR 2 区)
Jiyun Zhou, Qin Lu, Ruifeng Xu, Lin Gui, Hongpeng Wang. EL_LSTM: Prediction of DNA-binding residue from Protein sequence by Combining Long Short-Term Memory and Ensemble Learning. IEEE/ACM Transactions on Computational Biology and Bioinformatics.(SCI IF 2.428, JCR 2区)
https://ieeexplore.ieee.org/document/8417936/
DOI: 10.1109/TCBB.2018.2858806
Jiyun Zhou, Hongpeng Wang, Zhishan Zhao, Ruifeng Xu* and Qin Lu. CNNH_PSS: Protein 8-class Secondary Structure Prediction by Convolutional Neural Network with Highway. BMC Bioinformatics 19(Suppl 4):60 2018 (SCI IF 2.448, JCR 1区)
https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-018-2067-8
DOI : 10.1186/s12859-018-2067-8
Lin Gui, Ruifeng Xu*, Qin Lu, Jiachen Du, Yu Zhou. Negative transfer detection in transductive transfer learning, International Journal of Machine Learning and Cybernetics. Volume 9,Issue 2,pp 185-197, 2018
https://doi.org/10.1007/s13042-016-0634-8 (SCI IF 2.692, JCR 2 区)
张庆林, 杜嘉晨, 徐睿峰. 基于对抗学习的讽刺识别研究. 北京大学学报(自然科学版) (EI)
DOI：10.13209/j.0479-8023.2018.064
殷轶平,徐睿峰.DP2Gsister:差分隐私社交网络图发布模型[J].信息技术与网络安全,2018,37(6):11-17,27. DOI:10.19358/j.issn.2096-5133.2018.06.003.
李海峰,丰上,马琳,徐睿峰,徐忠亮.面向事件相关电位成分的稀疏字典构建方法[J].信号处理,2018,34(08):891-896. DOI：10.16798/j.issn.1003-0530.2018.08.002
李洪伟,李海峰,马琳,薄洪健,徐睿峰.音乐欣赏中脑对音乐属性变化加工规律的脑电研究[J].复旦学报(自然科学版),2018,57(03):385-392. DOI：10.15943/j.cnki.fdxb-jns.2018.03.012
2017年
Lin Gui, Yu Zhou, Ruifeng Xu*, et al. Learning representations from heterogeneous network for sentiment classification of product reviews. Knowledge-Based Systems. Vol. 124. 34-45, 2017.05 (SCI IF 4.529, JCR 1区) DOI: 10.1016/j.knosys.2017.02.030
http://www.sciencedirect.com/science/article/pii/S0950705117301144
Tao Chen, Ruifeng Xu, Yulan He, Xuan Wang. Improving sentiment analysis via sentence type
classification using BiLSTM-CRF and CNN，Expert Systems with Applications，Vol.72, 221-230
2017.04 (SCI IF 3.928, JCR 1区)
http://www.sciencedirect.com/science/article/pii/S0957417416305929
Jiyun Zhou, Qin Lu, Ruifeng Xu, Yulan He and Hongpeng Wang. EL_PSSM-RT: DNA-binding residue prediction by integrating ensemble learning with PSSM Relation Transformation. BMC Bioinformatics . Vol.18, No.1, 379,(SCI IF 2.448, JCR 1区) Aug. 2017
DOI: 10.1186/s12859-017-1792-8
https://doi.org/10.1186/s12859-017-1792-8
Jiyun Zhou, Qin Lu, Ruifeng Xu*, Lin Gui, Hongpeng Wang. Prediction of DNA-binding residues from sequence information using convolutional neural network. International Journal of Data Mining and Bioinformatics. Volume 17, Issue 2. (SCI IF 0.624, JCR 4区)
DOI: 10.1504/IJDMB.2017.084265
http://www.inderscienceonline.com/doi/abs/10.1504/IJDMB.2017.084265
Ruifeng Xu, Jiannan Hu, et al.An Ensemble Approach for Emotion Cause Detection with Event Extraction and Multi-kernel SVMs. Tsinghua Science and Technology. 22(6): 646-659, 2017.
(SCI IF 1.25 JCR 3区)
DOI: 10.23919/TST.2017.8195347
https://ieeexplore.ieee.org/document/8195347/
吴冬茵、桂林、陈钊、徐睿峰*，基于深度表示学习和高斯过程迁移学习的情感分析方法，中文信息学报，2017 , 31 (1) :169-176
2016年
Qikang Wei; Tao Chen; Ruifeng Xu*; Yulan He; Lin Gui. Disease named entity recognition by combining conditional random fields and bidirectional recurrent neural networks. Database 2016;baw140 Sep. 2016, (SCI IF 2.627, JCR 1区) DOI: 10.1093/database/baw140
http://database.oxfordjournals.org/content/2016/baw140.full?keytype=ref&ijkey=dcylIzK5fOqnABy
Jiyun Zhou, Ruifeng Xu*, Yulan He, Qin Lu, Hongpeng Wang, Bing Kong, PDNAsite: Identification of DNA-binding Site from Protein Sequence by Incorporating Spatial and Sequence Context, Scientific Reports.6, Article number: 27653 June 10 2016. (SCI IF 5.228 , JCR 1区 ESI)
DOI:10.1038/srep27653
http://www.nature.com/articles/srep27653
Tao Chen, Ruifeng Xu*, Yulan He, Yunqing Xia, Xuan Wang, Learning User and Product Distributed Representations Using a Sequence Model for Sentiment Analysis. IEEE Computational Intelligence Magazine, Volume 11, no.3, pp.34-44, August 2016, (SCI IF 3.647, JCR 1区 ESI)
DOI: 10.1109/MCI.2016.2572539
http://ieeexplore.ieee.org/document/7515294/
Ruifeng Xu, Lin Gui, Qin Lu , Shuai Wang, Jian Xu, Incorporating multi-kernel function and Internet verification for Chinese person name disambiguation. Frontiers of Computer Science.
Vol. 10, no.6, pp. 1026-1038, First online: 14 May 2016.
DOI 10.1007/s11704-016-4503-0 (SCI IF 0.66, JCR 3区 ESI)
http://link.springer.com/article/10.1007/s11704-016-4503-0
2015年
Ruifeng Xu, Jiyun Zhou, Hongpeng Wang, Yulan He, Xiaolong Wang, Bin Liu*, Identifying DNA-binding proteins by combining support vector machine and PSSM distance transformation, BMC Systems Biology. 2015, Vol. 9(Suppl 1):S10 (SCI, IF 2.213 JCR 1区 ESI) http://www.biomedcentral.com/1752-0509/9/S1/S10 Published: 6 February 2015
Ruifeng Xu, Tao Chen, Yunqing Xia, Qin Lu, Bin Liu, Xuan Wang, Word Embedding Composition for Data Imbalances in Sentiment and Emotion Classification. Cognitive Computation.Vol. 7, No.2, 226-240, 2015 (SCI IF 1.933 JCR 2区 ESI) DOI 10.1007/s12559-015-9319-y
Published online: 03 Feb 2015
http://link.springer.com/article/10.1007/s12559-015-9319-y
Tao Chen, Ruifeng Xu* , Yulan He and Xuan Wang, A Gloss Composition and Context Clustering Based Distributed Word Sense Representation Model, Entropy. 2015, 17(9), 6007-6024; doi:10.3390/e17096007 (SCI IF 1.743 JCR 2区 ESI)
http://www.mdpi.com/1099-4300/17/9/6007
陈钊、徐睿峰、桂林、陆勤，结合卷积神经网络和词语情感序列特征的中文情感分析. 中文信息学报, Vol. 29, No.5, pp.154-160, Dec. 2015
2014年
Ruifeng Xu, Jiyun Zhou, Bin Liu*, Yulan He, Quan Zou, Xiaolong Wang, Kuo-Chen Chou, Identification of DNA-binding proteins by incorporating evolutionary information into pseudo amino acid composition via the top-n-gram approach, Journal of Biomolecular Structure and Dynamics. (SCI, IF 2.919, JCR2区 ESI) Volume 33, Issue 8
DOI:10.1080/07391102.2014.968624 Published online: 28 Oct 2014
http://www.tandfonline.com/doi/full/10.1080/07391102.2014.968624#.VFQ9DXGiSa8
Ruifeng Xu, Jiyun Zhou, Bin Liu*, Lin Yao, Yulan He, Quan Zou and Xiaolong Wang, enDNA-Prot: Identification of DNA-binding Proteins by Applying Ensemble Learning. BioMed Research International Volume 2014 (2014), Article ID 294279 (SCI, IF 1.579 JCR 3区) Published 26 May 2014
http://dx.doi.org/10.1155/2014/294279
Bin Liu, Jinghao Xu, Quan Zou, Ruifeng Xu*, Xiaolong Wang and Qingcai Chen, Using distances between Top-n-gram and residue pairs for protein remote homology detection. BMC Bioinformatics 2014, 15(Suppl 2):S3 (Corresponding author, SCI IF 2.67，JCR 2区 ESI) Published: 24 January 2014
DOI:10.1186/1471-2105-15-S2-S3
http://www.biomedcentral.com/1471-2105/15/S2/S3
Bin Liu*, Jinghao Xu, Xun Lan, Ruifeng Xu, Jiyun Zhou, Xiaolong Wang, Kuo-Chen Chou*, iDNA-Prot|dis: identifying DNA-binding proteins by incorporating amino acid distance-pairs and reduced alphabet profile into the general pseudo amino acid composition, PLoS ONE, 2014 9(9): e106691 (SCI, IF 3.534, JCR1区 ESI)
Published: September 03, 2014 DOI: 10.1371/journal.pone.0106691
http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0106691#pone-0106691-g006
Bin Liu*, Jinghao Xu, Shixi Fan, Ruifeng Xu, Jiyun Zhou, Xiaolong Wang, PseDNA-Pro: DNA-binding Protein Identification by Combining Chou’s PseAAC and Physicochemical Distance Transformation. Molecular Informatics. Article first published online: 26 SEP 2014
DOI: 10.1002/minf.201400025 (SCI,IF 2.013, JCR 2区 ESI)
Bin Liu, Xiaolong Wang, Ruifeng Xu, Buzhou Tang, Protein remote homology detection by combining profile-based protein representation with local alignment kernel, Journal of Medical and Bioengineering, 3(1), pp 17-22, March 2014.
http://www.jomb.org/index.php?m=content&c=index&a=show&catid=39&id=93
姚源林 王树伟 徐睿峰 刘滨 桂林 陆勤 王晓龙，面向微博文本的情绪标注语料库构建.中文信息学报.Vol. 28, No.5 pp.192-200, Sep. 2014
2013年
Ruifeng Xu, Lin Gui, Jun Xu, Qin Lu and Kam-Fai Wong. Cross Lingual Opinion Holder Extraction based on Multiple Kernel SVMs and Transfer Learning. World Wide Web-Internet and Web Information Systems, vol.16, 2013.(SCI IF 1.623 JCR 1区 ESI)
DOI 10.1007/s11280-013-0246-0 Online Published Aug 2013
March 2015, Volume 18, Issue 2, pp 299-316
http://link.springer.com/article/10.1007/s11280-013-0246-0
Bin Liu*, Deyuan Zhang, Ruifeng Xu, Jinghao Xu, Xiaolong Wang, Qingcai Chen, Qiwen Dong, Kuo-Chen Chou, Combining evolutionary information extracted from frequency profiles with sequence-based kernels for protein remote homology detection. Bioinformatics (2014) 30 (4): 472-479.doi: 10.1093/bioinformatics/btt709
First published online: December 5, 2013 (SCI IF 4.621 JCR 1区 ESI) http://bioinformatics.oxfordjournals.org/content/30/4/472.short
Ruifeng Xu, Lu Ye and Jun Xu. Reader’s Emotion Prediction Based on Weighted Latent Dirichlet Allocation and Multi-Label k-Nearest Neighbor Model. Journal of Computational Information Systems, vol. 9, no.6, 2013. (EI)
Lin Gui, Ruifeng Xu*, Jun Xu and Chengxiang Liu. A Cross-Lingual Approach for Opinion Holder Extraction. Journal of Computational Information Systems, vol. 9, no.6, 2013. (Corresponding author, EI)
Yue Zhang, Ruifeng Xu*, Jun Xu. Joint Extraction of Product Attribute and Appraisal Expression Using Tree-Structured Conditional Random Fields. Journal of Computational Information Systems, vol. 9, no.6, 2013. (Corresponding author, EI)
陈涛 徐睿峰* 吴明芬 刘滨. 一种基于情感句模的文本情感分类方法. 中文信息学报. Vol. 27. No.5,pp.67-74 Sep. 2013
徐睿峰,邹承天,郑燕珍,徐 军,桂 林,刘 滨,王晓龙. 一种基于情绪表达与情绪认知分离的新型情绪词典. 中文信息学报. Vol.26, No.6, pp.82-89, Nov. 2013
2013年以前
Ruifeng Xu and Chunyu Kit, Learning Multiple Level Features for Opinion Analysis, International Journal of Computer Processing of Oriental Languages, Vol.24, No.4, pp 349-371, 2011
Jun Xu, Ruifeng Xu*, Yuxin Ding, Xiaolong Wang and Chunyu Kit, Cross Lingual Opinion Analysis via Transfer Learning，Australian Journal of Intelligent Information Processing, Vol.11, No.2, pp 28-34, 2010 (EI)
Ruifeng Xu, Qin Lu, Kam-Fai Wong and Chunyu Kit, Building a Chinese Collocation Bank, International Journal of Computer Processing of Oriental Languages, vol.22, no.2, 2009
Kam-Fai Wong, Yunqing Xia, Ruifeng Xu, Mingli Wu and Wenjie Li, Pattern-based Opinion Mining for Stock Market Trend Prediction, International Journal of Computer Processing of Oriental Languages, Vol. 21, No. 4, pp.347-362, 2008
Ruifeng Xu, Qin Lu, Yin Li, and Wanyin Li, The Design and Construction of the PolyU Shallow Treebank, International Journal of Computational Linguistics and Chinese Language Processing, Vol.10, no.3, 2005
Ruifeng Xu, Daniel Yeung and Daming Shi, A Hybrid Post-processing System for Offline Handwritten Chinese Character Recognition based on a Statistical Language Model. International Journal of Pattern Recognition and Artificial Intelligence, vol. 19, no. 3, pp. 415-428, 2005 (SCI IDS:936JL) (EI Compendex 2005219116009)
Wanyin Li, Qin Lu and Ruifeng Xu, Similarity based Chinese Synonyms Collocation Extraction, International Journal of Computational Linguistics and Chinese Language Processing, vol.10, no.1, pp.123-144, 2005
Ruifeng Xu, Daniel Yeung, Wenhao Shu, and Jiafeng Liu, A Hybrid Post-processing System for Handwritten Chinese Character Recognition, International Journal of Pattern Recognition and Artificial Intelligence, vol. 16, no. 6, pp. 657-680, 2002 (SCI IDS: 606XB 4 Citation) (EI Compendex 2002487249391)
Daming Shi, Wenhao Shu, and Ruifeng Xu, An Extension Matrix Algorithm for Multi-class Problem with Joint Area, Journal of Software, Vol. 10, No.9, pp.889-995, 1999 (In Chinese) (EI Compendex 2000455310296)
Yang Lu, Fusi Wang, Tiecai Li and Ruifeng Xu, The Design of A PDA Software Development Platform, Journal of Microprocessor, Vol. 1997, No. 3, 1997 (In Chinese)
Fusi Wang, Yue Shu, Datong Chen and Ruifeng Xu, Automatic Assemble Language Program Translation System, Journal of Microprocessor, Vol. 1996, No. 2, pp.49-52, 1996 (In Chinese)
Book Chapters (2 SCI indexed, 3 EI Compendex indexed)
Ruifeng Xu, Kam-Fai Wong, Qin Lu, Yunqing Xia, Learning Multi Linguistic Knowledge for Opinion Analysis, in Lecture Notes in Computer Science 5226, Springer, 2008, pp.993-1000 (EI Compendex 20084811748318)
Guohong Fu, Kang-Kwong Luke, Guodong Zhou, Ruifeng Xu, Automatic Expansion of Abbreviations in Chinese News Text, in Lecture Notes in Computer Science 4182, Springer, 2006, pp.530-536 (SCI IDS: BFG22)(EI Compendex 20064810275736)
Ruifeng Xu, Kam-Fai Wong, Qin Lu, Wenjie Li, An Improved Method for Finding Bilingual Collocation Correspondences from Monolingual Corpora, in Lecture Notes in Computer Science 4285, Springer, 2006, pp.51-62
Wei Gao, Kam-Fai Wong, Yunqing Xia, Ruifeng Xu, Clique Percolation Method for Finding Naturally Cohesive and Overlapping Document Clusters, in Lecture Notes in Computer Science 4285, Springer, 2006, pp.97-108
Ruifeng Xu and Qin Lu, A Multi-stage Collocation Extraction System, in Lecture Notes in Artificial Intelligence 3930, Springer, 2006, pp.740-749 (SCI IDS: BEN35) (EI Compendex 20062810000638)
会议论文及发表演说
2018年
Chuang Fan, Qinghong Gao, Jiachen Du, Lin Gui, Ruifeng Xu*, Kam-Fai Wong, Convolution-based Memory Network for Aspect-based Sentiment Analysis, Proceedings of The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. ACM, Ann Arbor Michigan, U.S.A. July 8-12, 2018: 1161-1164.
Di Chen, Jiachen Du, Lidong Bing, Ruifeng Xu. Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates. Proceedings of EMNLP 2018.Brussels, Belgium，November 2-4, 2018: 665-670.
Jiachen Du, Wenjie Li, Yulan He, Ruifeng Xu, Lidong Bing and Xuan Wang. Variational Autoregressive Decoder for Neural Response Generation. Proceedings of EMNLP 2018. Brussels, Belgium，November 2-4, 2018: 3154-3163.
Lin Gui, Jiachen Du, Zhishan Zhao, Yulan He, Ruifeng Xu, Chuang Fan, An End-to-End Scalable Iterative Sequence Tagging with Multi-Task Learning. Proceedings of NLPCC 2018, Springer LNAI 11109, Springer, Cham, Hohhot, China, August 26-30, 2018: 288-298.
Xu R, Wen Z. Evaluation of Cooperative Learning in Graduate Course of Natural Language Processing[C]//International Symposium on Emerging Technologies for Education. Springer, Cham, 2018: 180-189.
Li B, Xiang J, Chen L, et al. The UIR Uncertainty Corpus for Chinese: Annotating Chinese Microblog Corpus for Uncertainty Identification from Social Media[C]//Proceedings of the Eleventh International Conference on Language Resources and Evaluation. Miyazaki, Japan on May 7-12, 2018.
Chen D, Zhang Q, Chen G, et al. Forum User Profiling by Incorporating User Behavior and Social Network Connections[C]//International Conference on Cognitive Computing. Springer, Cham, Seattle, WA, USA, June 25–30, 2018: 30-42.
Chen G, Zhang Q, Chen D. A Pair-Wise Method for Aspect-Based Sentiment Analysis[C]//International Conference on Cognitive Computing. Springer, Cham, Seattle, WA, USA, June 25–30, 2018: 18-29.
Zhang Q, Chen G, Chen D. Adversarial Training for Sarcasm Detection[C]//International Conference on Cognitive Computing. Springer, Cham, Seattle, WA, USA, June 25–30, 2018: 43-54.
2017年
Jiachen Du, Ruifeng Xu*, Yulan He, Lin Gui. Stance Classification with Target-Specific Neural
Attention Networks. Proceedings of IJCAI 2017
Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu* and Lu Qin, A Question Answering Approach for Emotion Cause Extraction. Proceedings of EMNLP 2017
Jiachen Du, Ruifeng Xu*, Lin Gui and Xuan Wang, Leveraging Target-oriented Information for Stance Classification. Proceedings of CICLING 2017
Zhishan Zhao, Jiachen Du, Qinghong Gao, Lin Gui, and Ruifeng Xu*. Inferring User Profile using Microblog Content and Friendship Network. Proceedings of SMP 2017. Springer CCIS 774. 29-39. 2017.
Jiachen Du, Lin Gui, Ruifeng Xu* and Yulan He. A Convolutional Attention Model for Text Classification. Proceedings of NLPCC 2017.
Qinghong Gao, Jiannan Hu, Ruifeng Xu*, Yulan He, Kam-Fai Wong, Qin Lu. Overview of NTCIR-13 ECA Task. Proceedings of NTCIR-13. 2017
Jiachen Du, Ruifeng Xu*, Zhiyuan Wen. A Symbolic Representation Approach of EEG
Signals for Emotion Recognition. Proceedings of 2017 International Conference on Security, Pattern Analysis, and Cybernetics
Jiachen Du, Lin Gui, Yulan He, Ruifeng Xu*. A Convolutional Attentional Neural Network for
Sentiment Classification.Proceedings of 2017 International Conference on Security, Pattern Analysis, and Cybernetics
Zhiyuan Wen, Ruifeng Xu*, Jiachen Du. A Novel Convolutional Neural Networks for
Emotion Recognition Based on EEG Signal. Proceedings of 2017 International Conference on Security, Pattern Analysis, and Cybernetics
2016年
Lin Gui, Ruifeng Xu, Dongyin Wu, Qin Lu and Yu Zhou, Event-Driven Emotion Cause Extraction with Corpus Construction. Proceedings of EMNLP 2016.
Lin Gui, Ruifeng Xu*, Yulan He, Qin Lu and Zhongyu Wei, Intersubjectivity and Sentiment: from Language to Knowledge, Proceedings of IJCAI 2016.
Ruifeng Xu, Yu Zhou, et al. Overview of NLPCC Shared Task 4: Stance Detection in Chinese Microblogs. Proceedings of NLPCC 2016
Tao Chen,Ruifeng Xu*, Yulan He, XuanWang, Improving Distributed Representation of Word Sense
via WordNet Gloss Composition and Context Clustering, Proccedings of ACL 2015. pp.15-20
Tao Chen, Ruifeng Xu*, Xuan Wang, Learning Task Specific Distributed Paragraph Representations Using a Two-Tier Convolutional Neural Network, Proceedings of 22nd International Conference on Neural Information Processing (ICONIP2015)
Lin Gui, Qin Lu, Ruifeng Xu*, Minglei Li, Qikang Wei, A Novel Class Noise Estimation Method and Application in Classification, Proceedings of CIKM 2015.
DOI: http://dx.doi.org/10.1145/2806416.2806554
Lin Gui, Qin Lu, Ruifeng Xu*, Qikang Wei and Yuhui Cao, Improving Transfer Learning in Cross Lingual Opinion Analysis through Negative Transfer Detection. Proceedings of KSEM 2015,
Springer LNAI 9403
Yuhui Cao, Zhao Chen, Ruifeng Xu*, Tao Chen and Lin Gui, A Joint Model for Chinese Microblog Sentiment Analysis, Proceedings of ACL-SIGHAN 8 workshop, pp.61-67, 2015
Qikang Wei, Ruifeng Xu, and Lin Gui, Disease Named Entity Recognition and Normalization using Conditional Random Fields and Levenshtein Distance, pp.327-332, Proceedings of 4th BioCreative Challenge Evaluation Workshop, 2015
Ruifeng Xu, Zhaoyu Wang, Jun Xu*, Junwen Chen, Qin Lu, and Kam-Fai Wong, An Iterative Emotion Classification Approach for Microblogs. Proceedings of CICLING 2015, Springer LNCS 9042, pp. 104–113, April, 2015. Egypt
DOI: 10.1007/978-3-319-18117-2_8
Yuhui Cao, Ruifeng Xu and Tao Chen. Combining Convolutional Neural Network and Support
Vector Machine for Sentiment Classification, Proceedings of 4th Nataional Conference on Social Media Processing (SMP 2015)
Shuai Wang, Jiachen Du, Ruifeng Xu, Decision Fusion for EEG-based Emotion Recognition, Procceedings of ICMLC 2015, 883-889
Zhaoyu Wang, Ruifeng Xu, Yu Zhou, Microblogging Emtion Classification based on Multi-classifier Integration Strategy, Procceedings of ICMLC 2015, 890-896
Bing Kong, Ruifeng Xu, Dongyin Wu, Boostrapping-based Relation Extraction in Financial Domain.
Proceedings of ICMLC 2015, 897-902
Baolin Peng, Jing Li, Junwen Chen, Xu Han, Ruifeng Xu,and Kam-Fai Wong, Trending Sentiment-Topic Detection on Twitter.Proceedings of CICLING 2015, Springer LNCS 9042, pp. 66–77, April, 2015. Egypt
Lin Gui, Li Yuan, Ruifeng Xu*, Bin Liu, Qin Lu, Yu Zhou, Emotion Cause Detection with Linguistic Construction in Chinese Weibo Text, Proceedings of 3rd CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2014), Springer CCIS 496, pp. 457-464, Dec.2014, Shenzhen, China
Yi Chen, Xiaolong Wang, Buzhou Tang*, Ruifeng Xu, Bo Yuan, Xin Xiang, Junzhao Bu. Identifying Opinion Leaders from Online Comments, Proceedings of 3rd Nataional Conference on Social Media Processing (SMP 2014), Springer CCIS 489, pp.231-239 , Nov. 2014, Beijing, China
Ruifeng Xu; Shuai Wang; Feng Shi; Jian Xu, Personal Attributes Extraction in Chinese Text Bakeoff in CLP 2014: Overview. Proceedings of the Third CIPS-SIGHAN Joint Conference on Chinese Language Processing, pp. 108-113, Oct. 2014, Wu Han, China
Tao Chen, Ruifeng Xu, Bin Liu, Qin Lu,Jun Xu, WEMOTE - Word Embedding based Minority Oversampling Technique for Imbalanced Emotion and Sentiment Classification, Proceedings of WISDOM workshop, ICML 2014, June 2014, Beijing, China
Qiaoyun Qiu, Ruifeng Xu*, Bin Liu, Ling Gui and Yu Zhou, Credibility Estimation of Stock Comments based on Publisher and Information Uncertainty Evaluation, Springer CCIS 481, pp.400-408, 2014
Yiding Wang, Ruifeng Xu*, Bin Liu, Lin Gui and Bin Tang, A Storm-Based Real-Time Micro-Blogging Burst Event Detection System, Springer CCIS 481, pp.186-195, 2014
Shuwei Wang, Ruifeng Xu*, Bin Liu, Lin Gui, Yu Zhou, Financial Named Entity Recognition based on Conditional Random Fields and Information Entropy, Proceedings of ICMLC 2014. pp.838-843, July 2014,
Amparo Elizabeth Cano Basave; Yulan He; Ruifeng Xu, Automatic Labelling of Topic Models Learned from Twitter by Summarisation, Proceedings of ACL 2014, pp.618-624
Lin Gui; Ruifeng Xu; Qin Lu; Jun Xu; Jian Xu; Bin Liu; Xiaolong Wang, Cross-lingual Opinion Analysis via Negative Transfer Detection, Proceedings of ACL 2014, pp.860-865
Binyang Li; Lanjun Zhou; Zhongyu Wei; Kam-fai Wong; Ruifeng Xu; Yunqing Xia, Web Information Mining and Decision Support Platform for the Modern Service Industry, Proceedings of ACL 2014, pp.97-102
Tao Chen, Ruifeng Xu*, Qin Lu, Bin Liu, Jun Xu, Lin Yao, Zhenyu He. A Sentence Vector based Over-sampling Method for Imbalanced Emotion Classification. Proceedings of 15th International Conference on Computer Linguistics and Intelligent Processing, CICLing2014, Springer LNCS 8404, 62-72, April 2014
Yuanlin Yao, Ruifeng Xu*, Qin Lu, Bin Liu, Jun Xu, Chengtian Zou, Li Yuan,Shuwei Wang, Lin Yao, Zhenyu He. Reader Emotion Prediction Using Concept and Concept Sequence Features in News Headlines. Proceedings of 15th International Conference on Computer Linguistics and Intelligent Processing,CICLing2014, Springer LNCS 8404, 73-84, April 2014
Lin Gui, Ruifeng Xu*, Jun Xu, Li Yuan, Yuanlin Yao, Jiyun Zhou, Qiaoyun Qiu, Shuwei Wang, Kam-Fai Wong, and Ricky Cheung. A Mixed Model for Cross Lingual Opinion Analysis. Proeedings of NLP&CC 2013, Spinger CCIS 400, pp. 93-104, Nov. 2013.
Ruifeng Xu, Chengtian Zou, Jun Xu. Reader’s Emotion Prediction Based on Partitioned Latent Dirichlet Allocation Model. Proceedings of International Conference on Internet Computing and Big Data 2013
Chengxiang Liu, Ruifeng Xu, Lin Gui。 Burst Events Detection on Micro-Blogging. Proceedings of International Conference on Machine Learning and Cybernetics 2013
Chengxiang Liu, Ruifeng Xu, Liu Jie, Peng Qu, He Wang, Chengtian Zou. Comparative Opinion Sentences Identification and Elements Extraction. Proceedings of International Conference on Machine Learning and Cybernetics 2013
Jun Xu, Ruifeng Xu*, Yanzhen Zheng, Qin Lu, Kai-Fai Wong, and Xiaolong Wang. Chinese Emotion Lexicon Developing via Multi-lingual Lexical Resources Integration, In Proceedings of the 14th International Conference on Computer Linguistics and Intelligent Processing (CICLing2013), pages 174-182, 2013.
Jie Liu, Ruifeng Xu*, Qin Lu, Jian Xu, Explore Chinese Encyclopedic Knowledge to Disambiguate Person Names, in Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing, pages 138–145, 2012.
Ruifeng Xu, Jun Xu, Jie Liu, Chengxiang Liu, Chengtian Zou, Lin Gui, Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution, in Proceedings of the Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning(EMNLP-CoNLL2012), pages 107-112, 2012.
Jun Xu, Ruifeng Xu*,Qin Lu, Xiaolong Wang, Coarse-to-Fine Sentence Level Emotion Classification based on the Intra-sentence Features and Sentential Context, in Proceedings of the Conference on Information and Knowledge Management(CIKM2012), pages 2455-2458, 2012.
Lu Ye, Ruifeng Xu*, Jun Xu, Emotion Prediction of News Articles from Reader's Perspective based on Multi-label Classification, in Proceedings of IEEE International Workshop on Web Information Processing(IWWIP), pages 2019-2024, 2012.
Jun Xu, Ruifeng Xu*, Xiaolong Wang, Language model based Chinese Financial News Sentiment Classification, in Proceedings of IEEE International Workshop on Web Information Processing(IWWIP), pages 2025-2030, 2012.
Yan Wu, Xiukun Li, Ruifeng Xu, An Improved Sentence Polishing Model Used in Automatic Extraction, In Proceedings of IEEE International Workshop on Web Information Processing(IWWIP), pages 1884-1888, 2012.
Yaoyun Zhang, Xiaolong Wang, Xuan Wang, Ruifeng Xu, Yongshuai Hou and Shixi Fan, Analysis of Interactive Question Answering Corpus in Open-ended Restricted Domain, in Proceedings of the 11th Chinese Computational Linguistics Conference, 2011
Ruifeng Xu, Jun Xu, and Xiaolong Wang. Instance Level Transfer Learning for Cross Lingual Opinion Analysis. In Proceedings of ACL 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (ACL WCASSA), pages 182-189, 2011.
Ruifeng Xu, Yawei Wang, Jun Xu, Chinese Opinion Analysis based on Multi Knowledge Integration and Multi Classifier Voting, in Proceedings of 3rd Chinese Opinion Analysis Evaluation (COAE ), 2011
Ruifeng Xu, Weihua Peng, Jun Xu, On-line New Event Detection Using Time Window Strategy, In Proceedings of IEEE International Workshop on Web Information Processing(IWWIP), pages 1932-1937, 2011.
Yaoyun Zhang, Jun Xu, Chenlong Liu, Xiaolong Wang, Xuan Wang, Ruifeng Xu, Qingcai Chen, Yongshuai Hou and Buzhou Tang. ICRC_HITSZ at RITE: Leveraging Multiple Classifiers Voting for Textual Entailment Recognition. In Proceedings of the 9th NTCIR Workshop. Tokyo, Japan, pages 325-329, 2011.
Yaoyun Zhang, Xiaolong Wang, Xuan Wang, Ruifeng Xu, Yongshuai Hou and Shixi Fan. Diversifying Information Needs in Results of Question Retrieval. Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP), pages 1432-1436, 2011
Yaoyun Zhang, Xiaolong Wang, Xuan Wang, Ruifeng Xu and Buzhou Tang. Diversifying Question Recommendations in Community-based Question Answering. Proceedings of 18th International Conference on Neural Information Processing (ICONIP), pages 177-186, 2011.
Ruifeng Xu, Jun Xu and Chunyu Kit, HITSZ_CITYU: Combine Collocation, Context Words and Neighboring Sentence Sentiment in Sentiment Adjectives Disambiguation, in Proceedings of ACL 2010 Semeval-2 Workshop, pages 448-451, 2010
Ruifeng Xu and Chunyu Kit, Incorporating Feature-based and Similarity-based Opinion Mining – CTL in NTCIR-8 MOAT，in Proceedings of NTCIR-8 Conference, pages 276-281, 2010
Ruifeng Xu, Jun Xu Xiangying Dai, Chunyu Kit, Coombine Person Name and Person Identity Recognition and Document Clustering for Chinese Person Name Disambiguation, in Proceedings of CIPS-SIGHAN Joint Conference on Chinese Language Processing (CLP), 59–65, 2010.
Ruifeng Xu and Chunyu Kit, Opinion retrieval based on mutual reinforcement between opinion analysis and relevance estimation, in Proceedings of First International Workshop on Web Information Processing, pages 3347-3352, 2010
Yunqing Xia, Boyi Hao, Ruifeng Xu, Opinion Target Network for Opinion Target Extraction, to appear in Proceedings of 10th Chinese National Conf. on Computational Linguistics (CNCCL 09), Yantai, 2009
Ruifeng Xu, Chunyu Kit, Coarse-Fine Opinion Mining, to appear in Proceedings of IEEE Int. Conf. Machine Learning and Cybernetics, Baoding, 2009
Yan Song, Chunyu Kit, Ruifeng Xu, Hai Zhao, How Unsupervised Learning Affects Character Tagging based Chinese Word Segmentation: A Quantitative Investigation, to appear in Proceedings of IEEE Int. Conf. Machine Learning and Cybernetics, Baoding, 2009
Ruifeng Xu, Kam-Fai Wong, Yunqing Xia, Coarse-Fine Opinion Mining – WIA in NTCIR-7 MOAT Task, in Proceedings of NTCIR-7, Japan, 2008
Ruifeng Xu, Kam-Fai Wong, Qin Lu, Yunqing Xia, Wenjie Li, Learning Knowledge from Relevant Webpage for Opinion Analysis, in Proceedings of 2008 IEEE / WIC / ACM International Conference on Web Intelligence, Austria, 2008, pp. 307-313 (EI Compendex 20091411997512)
Ruifeng Xu, Yunqing Xia, Kam-Fai Wong and Wenjie Li, Opinion Annotation in On-Chinese Product Reviews, in Proceedings of Language Resources and Evaluation Conference 2008 (LREC 2008)
Ruifeng Xu, Qin Lu, Kam-Fai Wong, Wenjie Li, Annotating Chinese Collocations with Multi Information, In Proceedings of ACL Linguistic Annotation Workshop (ACL-LAW) 2007, Prague, pp.61-68
Rufeng Xu, Kam-Fai Wong, Yunqing Xia, Opinmine: Opinion Mining System by CUHK for NTCIR-06 Pilot Task, In Proceedings of NTCIR-6 2007, Tokyo, pp.350-357
Ruifeng Xu, Qin Lu, Kam-Fai Wong and Wenjie Li, Classification-based Chinese Collocation Extraction, In Proceedings of IEEE Int. Conf. Natural Language Processing and Knowledge Engineering 2007, Beijing, pp.308–315 (EI Compendex 20083111408187)
Ruifeng Xu, Qin Lu, K.X. Li and Wenjie Li, Web Mining for Improving Risk Assessment in Port State Control Inspection, In Proceedings of IEEE Int. Conf. Natural Language Processing and Knowledge Engineering 2007, Beijing, pp.427–434 (EI Compendex 20083111408205)
Ruifeng Xu, Qin Lu, Wenjie Li, K.X. Li and Haisha Zheng, A Risk Assessment System for Improving Port State Control Inspection, In Proceedings of IEEE Int. Conf. Machine Learning and Cybernetics 2007, Hong Kong, vol.2, pp.818-823 (EI Compendex 20080311017204)
Yunqing Xia, Ruifeng Xu, Kam-Fai Wong and Fang Zheng, The Unified Collocation Framework for Opinion Mining, In Proceedings of IEEE Int. Conf. Machine Learning and Cybernetics 2007, Hong Kong, vol.2, pp.19-22 (EI Compendex 20080311017209)
Ruifeng Xu, Qin Lu and Sujian Li, The Design and Construction of Chinese Collocation Bank, In Proceedings of LREC 2006, Italy, 2006
Sujian Li, Qin Lu, Wenjie Li and Ruifeng Xu, Interaction between Lexical Base and Ontology with Formal Concept Analysis, In Proceedings of LREC 2006, Italy, 2006
Ruifeng Xu, Qin Lu, Improving Collocation Extraction by Using Syntactic Patterns, In Proceedings of IEEE Int. Conf. Natural Language Processing and Knowledge Engineering 2005, Wuhan, pp. 52-57 (EI Compendex 20070910459332)
Ruifeing Xu, Qin Lu, Multi-stage Chinese Collocation Extraction, In Proceedings of IEEE Int. Conf. Machine Learning and Cybernetics 2005, Guang Zhou, pp.3254-3259 (EI Compendex 2005509539295)
Guo-hong Fu, Ruifeng Xu, K. K. Luke, and Qin Lu, Chinese Text Chunking using Lexicalized HMMs, In Proceedings of IEEE Int. Conf. Machine Learning and Cybernetics 2005, Guang Zhou, pp.7-12 (EI Compendex 2005509538707)
SuJian Li, Wen-jie Li, Qin Lu, and Ruifeng Xu, Verifying Person Descriptions with Term-Entity Association, In Proceedings of IEEE Int. Conf. Machine Learning and Cybernetics, Guangzhou, pp. 50-55 (EI Compendex 2005509538714)
Sujian Li, Yun Li, Luning Ji, and Ruifeng Xu, Use of Dictionary Matching and String Frequency Statistics in Content Analysis of Automatic Indexing, In Proceedings of 8th Joint Symposium on Computational Linguistics, NanJing, pp. 672-674
Ruifeng Xu, Qin Lu, and Wanyin Li, The Construction of a Chinese Shallow Treebank, In Proceedings of 3rd Workshop on ACL SIGHAN, pp.94-101,Barcelona, Spain, 2004
Wanyin Li, Qin Lu, and Ruifeng Xu, Using Synonym Relations in Chinese Collocation Extraction, In Proceedings of 3rd Workshop on ACL SIGHAN, Barcelona, 2004 pp.86-93
Ruifeng Xu, Qin Lu, and Yin Li, An automatic Chinese Collocation Extraction Algorithm based on Lexical Statistics, In Proceedings of IEEE Int. Conf. Natural Language Processing and Knowledge Engineering 2003, Beijing,pp.321-326
Qin Lu, Yin Li, and Ruifeng Xu, Improving Xtract for Chinese Collocation Extraction, In Proceedings of IEEE Int. Conf. Natural Language Processing and Knowledge Engineering 2003, Beijing, pp. 333-338
Qin Lu, Jing Zhou, and Ruifeng Xu, Machine Learning Approaches for Chinese Shallow Parsing, In Proceedings of IEEE Int. Conf. Machine Learning and Cybernetics, Xi’an,vol.4, pp.2309-2314 (EI Compendex 2004128072267)
Ruifeng Xu, Qin Lu, Daniel S. Yeung, and Xizhao Wang, Distant BI-Gram Model, Collocation and Their Application in Post-processing for Chinese Character Recognition, In Proceedings of IEEE Int. Conf. Natural Language Processing and Knowledge Engineering 2002, Beijing, vol.4, pp.2251-2255 (EI Compendex 2003127407164)
Ruifeng Xu, Daniel S. Yeung and Xizhao Wang, Using neural network classifier in post-processing system for handwritten Chinese character recognition, In Proceedings of IEEE Int. Conf. Systems, Man and Cybernetics 2001, vol.3, pp.1497-1502 (EI Compendex 2002126891846)
Ruifeng Xu, Daniel S. Yeung and Wenhao Shu, Using Confusing Character, Dictionary Matching and Word BI-Gram Language Model for Improving Handwritten Chinese Character Recognition, In Proceedings of Int. Conf. Artificial Intelligence 2000, Las Vegas,Vol.3, pp. 1271-1277
Ruifeng Xu, Daniel S. Yeung, and Xiaolong Wang, A Hybrid Post-Processing Approach for Handwritten Chinese Character Recognition, In Proceedings of Int. Conf. Machine Translation and Computer Language Information Processing 1999, Beijing, pp. 152-158
Ruifeng Xu and Daniel S. Yeung, Experiments on the use of corpus-based word BI-gram in Chinese word segmentation, In Proceedings of IEEE Int. Conf. Systems, Man and Cybernetics 1998, San Diego, Vol.5, pp. 4222-4227 (EI Compendex 1999134554112)
任教和任导师经历
哈尔滨工业大学深圳研究生院，博士生导师 博士研究生
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博士生：桂林
与香港理工大学陆勤教授合作指导 在读期间香港理工大学、英国阿斯顿大学交流
（2013.03 入学 2017年7月通过博士答辩 英国华威大学博士后）
研究方向：中文情感分析、机器学习方法、类噪音检测，
毕业论文《面向深度理解的情感分析技术研究》
2016年百度奖学金获得者（全球10人，奖金20万元）。2017年黑龙江省三好学生
入选2018年中国人工智能学会优秀博士学位论文，入选欧盟玛丽居里学者博士后资助计划。
博士生：陈涛
与王轩教授合作指导
（2013.09 入学 2017年9月 通过博士答辩 五邑大学任教）
研究方向：基于深度学习的中文情感计算
毕业论文《基于分布式表示学习的文本情感分析》
博士生：周继云
与王鸿鹏教授合作指导 （2014.09 入学）在读期间香港理工大学交流
（香港理工大学-哈尔滨工业大学联合培养双博士学位 合作导师：陆勤教授）
博士生国家奖学金
研究方向：DNA结合蛋白质结合与功能预测，基因结构和功能预测
博士生：杜嘉晨 （硕博连读）
与王轩教授合作指导 （2015.09 入学）在读期间香港理工大学交流
研究方向：基于深度学习的文本情感计算
全国社会媒体处理大会最佳报告提名奖(2018)
7th CCF-NLPCC Best Student Paper Award
博士生：温志渊
2017.09 入学
研究方向：个体/群体情感计算 多模态情感计算
2017年深圳市优秀共青团干部
博士生：范创
2018.09 入学
国家奖学金
研究方向：文本情感计算
博士生：梁斌
2018.09 入学
研究方向：文本情感计算
博士生: 巫继鹏
2019.09 入学
博士生：吕秀程
2019.09入学
2017- 开设博士生课程 《计算语言学》
哈尔滨工业大学深圳研究生院，硕士生导师 硕士研究生：
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2010级硕士生 3人
桂林 （推荐攻博） 国家奖学金获得者、特等奖学金、优秀硕士研究生（金奖）
毕业论文： 《跨语言细粒度情感分析技术研究》 （哈尔滨工业大学优秀毕业论文）
叶璐 （百度）特等奖学金、黑龙江省优秀毕业生、哈尔滨工业大学优秀毕业生
毕业论文：《新闻文本的读者情绪自动预测方法研究》
张玥 （腾讯）
毕业论文：《面向产品评价的细粒度情感分析技术研究》
2011级 硕士生 6人
刘杰 （腾讯）哈尔滨工业大学优秀毕业生、优秀硕士研究生（金奖）
与香港理工大学陆勤教授合作指导
毕业论文：《结合共指消解的跨文档中文人名消岐研究》 （哈尔滨工业大学优秀毕业论文）
刘呈祥（百度）哈尔滨工业大学优秀毕业生
毕业论文：《社会化媒体突发热点事件检测及其可信度分析方法研究》
郑燕珍 （国信证券）哈尔滨工业大学优秀毕业生
毕业论文：《中文情绪表达常识库构建及其在情绪分析中的应用》
王贺 （腾讯）
毕业论文：《面向产品评价的观点挖掘方法研究》
屈鹏 （腾讯）
毕业论文：《基于场景识别的手写人机交互的研究》
邹承天（奇虎360）
毕业论文：《面向新闻文本的读者情绪预测方法研究》
2012级 硕士生 6人
周继云 （推荐攻博） 国家奖学金获得者 与刘滨老师合作指导
毕业论文：《基于序列信息的DNA结合蛋白质预测方法研究》
丘桥云（陆金所） 特等奖学金、哈尔滨工业大学优秀毕业生
毕业论文:《结合文本倾向性分析的股票可信度计算研究》
王树伟 （百度）哈尔滨工业大学优秀毕业生
毕业论文：《面向金融文本的实体识别与关系抽取研究》
姚源林 （百度）哈尔滨工业大学优秀毕业生、优秀硕士研究生（金奖）
毕业论文：《面向微博文本的情绪分析方法研究》
袁丽 （百度） 哈尔滨工业大学优秀毕业生
毕业论文：《基于文本的情绪自动归因方法研究》
汪奕丁 （阿里巴巴）哈尔滨工业大学优秀毕业生
毕业论文：《金融热点事件发现及其分析方法》
2013级 硕士生 5人
曹宇慧 （百度） 特等奖学金、国家奖学金
毕业论文：《基于深度学习的文本情感分析》
王赵煜 （百度）校优秀硕士研究生（银奖）
毕业论文：《基于情绪认知常识库的文本情绪原因发现》
王帅 （百度）
毕业论文：《基于深度学习的文本情感分析》
孔兵 （美团）
毕业论文：《中文文本实体关系抽取方法研究》
陈钊 （腾讯微信）
毕业论文：《面向中文文本的情感分析方法研究》
2014级 硕士生 5人
杜嘉晨 硕博连读
魏琪康 （腾讯） 国家奖学金
毕业论文《基于深度学习的社交媒体文本立场分析研究》
吴冬茵 （今日头条）优秀硕士研究生（金奖）
毕业论文：《事件驱动的文本情绪原因发现研究》
石锋（美团）
毕业论文：《面向中文新闻文本的实体关系抽取研究》
周俞（兴业证券）
毕业论文：《基于用户-词语表示联合学习的情感分析方法》
2015级硕士生
温志渊 （推荐攻博） 校三好学生，校优秀团干，深圳市优秀团干部
毕业论文：《基于脑电信号的情感识别研究》
赵志山 （百度）
毕业论文：《基于深度学习的蛋白质二级结构预测研究》
胡健楠 （腾讯） 校优秀毕业论文，优秀硕士研究生（金奖）
毕业论文：《中文文本情绪原因发现研究》
颜瑶 （腾讯）
毕业论文：《结合主题目标信息的社交文本立场分析》
2016级 硕士生
范创 推荐攻博 国家奖学金 校优秀毕业论文，优秀硕士研究生（金奖）
毕业论文《人机对话中的情感文本生成方法研究》
陈荻 （腾讯）校三好学生
毕业论文《基于深度学习的交互文本立场分析研究》
陈刚保 （腾讯）
毕业论文《基于深度学习的基因调控网络推断研究》
张庆林 （阿里巴巴）
7th CCF-NLPCC Best Student Paper Award 校优秀毕业论文，优秀硕士研究生（金奖）
毕业论文《结合深度学习和情感知识库的讽刺识别研究》
高清红 （阿里巴巴）
毕业论文《跨语言文本情感原因发现研究》
2017级 硕士生
冷佳 吕秀程 彦虹羽 巫继鹏 梅硕 龚晓畅
2018级 硕士生
殷熔磾 刘常健 蓝恭强 袁朝发 殷轶平 鲍建竹
2019级硕士
刘宇瀚 李嘉明 刘道兴 骆旺达 傅勇昊
工程硕士
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毛瑞彬 2016年毕业 （深圳证券信息有限公司）
毕业论文：《面向SWIFT报文生成的信息抽取与辅助翻译方法研究》
宁志强 2017年毕业 （华为）
毕业论文：《电信运营商海量详单数据云存储系统设计与实现》
开设课程:
全日制硕士课程 《自然语言处理》 2010 至今
非全日制工程硕士课程 《自然语言处理》 2012
非全日制工程硕士课程 《网络信息检索与自然语言处理》 2013
非全日制工程硕士课程 《互联网信息处理》 2014 2015
