高光来,男,内蒙古扎赉特旗人。现任内蒙古大学教授,博士生导师,内蒙古自治区蒙古文信息处理技术重点实验室主任。1987年研究生毕业于国防科学技术大学计算机软件专业,获工学硕士学位。2007—2008年作为国家公派访问学者在加拿大蒙特利尔大学进修。1998年获霍英东教育基金会颁发的全国高等学校青年教师奖,2000年被评为内蒙古自治区有突出贡献的中青年专家,2009年成为享受国务院政府特殊津贴专家,2010年入选首批“草原英才”。主要研究方向为人工智能、模式识别与蒙古文信息处理,主持完成了国家863计划课题1项、国家973计划前期研究专项课题1项、国家自然科学基金项目3项、内蒙古自治区自然科学基金重大项目2项;合作完成工信部电子信息产业发展基金课题4项,在国内率先研制了“印刷蒙古文识别系统”、“大词汇量蒙古语语音识别系统”、“蒙古文信息检索系统”,与中标软件公司合作开发了蒙古文操作系统、蒙古文办公软件等软件已成为产品推广使用。科研成果获得内蒙古自治区科技进步二等奖3项、三等奖1项。
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已毕业的博士研究生
王彪(2012)、魏宏喜(2012)、飞龙(2013)、奥根巴特尔(2014,蒙古国)、苏向东(2016)、包希日莫(2016)
近年发表的主要论文
2016年
1. Xiangdong Su, Guanglai Gao, Hongxi Wei, Feilong Bao: A knowledge-based recognition system for historical Mongolian documents. IJDAR 19(3): 221-235 (2016)
2. Xueliang Zhang, Hui Zhang, Shuai Nie, Guanglai Gao, Wenju Liu: A Pairwise Algorithm Using the Deep Stacking Network for Speech Separation and Pitch Estimation. IEEE/ACM Trans. Audio, Speech & Language Processing 24(6): 1066-1078 (2016)
3. Hong Su, Hui Zhang, Xueliang Zhang, Guanglai Gao: Convolutional neural network for robust pitch determination. ICASSP 2016: 579-583
4. Wei Wu, Guanglai Gao: A novel image classifier based on Gaussian mixture language model. ICASSP 2016: 1312-1316
5. Hongxi Wei, Guanglai Gao, Xiangdong Su: LDA-Based Word Image Representation for Keyword Spotting on Historical Mongolian Documents. ICONIP (4) 2016: 432-441
6. 张晖,苏红,张学良,高光来:基于卷积神经网络的鲁棒性基音检测方法,自动化学报;42(6):959-964(2016)
2015年
1. Hui Zhang, Feilong Bao, Guanglai Gao: Mongolian Speech Recognition Based on Deep Neural Networks. CCL 2015: 180-188
2. Hui Zhang, Xueliang Zhang, Guanglai Gao: Document summarization based on semantic representations. IALP 2015: 152-155
3. Weihua Wang, Feilong Bao, Guanglai Gao: Mongolian Named Entity Recognition using suffixes segmentation. IALP 2015: 169-172
4. Hongxi Wei, Guanglai Gao, Xiangdong Su: A multiple instances approach to improving keyword spotting on historical Mongolian document images. ICDAR 2015: 121-125
5. Wei Wu, Guanglai Gao: Nearest Neighbor with Multi-feature Metric for Image Annotation. ICONIP (4) 2015: 481-488
6. Xiangdong Su, Guanglai Gao, Hongxi Wei, Feilong Bao: Enhancing the Mongolian Historical Document Recognition System with Multiple Knowledge-Based Strategies. ICONIP (2) 2015: 536-544
7. Xiangdong Su, Guanglai Gao, Yupeng Jiang, Jing Wu, Feilong Bao: Mongolian Inflection Suffix Processing in NLP: A Case Study. NLPCC 2015: 347-352
2014年
1. Hongxi Wei, Guanglai Gao: A keyword retrieval system for historical Mongolian document images. IJDAR 17(1): 33-45 (2014)
2. Wei Wu, Guanglai Gao, Jian-Yun Nie: A Semantic Distance Based Nearest Neighbor Method for Image Annotation. JCP 9(10): 2274-2280 (2014)
3. Xiangdong Su, Guanglai Gao, Weihua Wang, Feilong Bao, Hongxi Wei: Character Segmentation for Classical Mongolian Words in Historical Documents. CCPR (2) 2014: 464-473
4. Xueliang Zhang, Hui Zhang, Guanglai Gao: Missing feature reconstruction methods for robust speaker identification. EUSIPCO 2014: 1482-1486
2013年
1. Xiangdong Su, Guanglai Gao, Xueliang Yan: Development of Traditional Mongolian Dependency Treebank. CCL 2013: 247-256
2. Xiangdong Su, Guanglai Gao, Xueliang Yan: Dependency Parsing for Traditional Mongolian. IALP 2013: 181-184
3. Feilong Bao, Guanglai Gao, Xueliang Yan, Weihua Wang: Segmentation-based Mongolian LVCSR approach. ICASSP 2013: 8136-8139
4. Hongxi Wei, Guanglai Gao: Word Spotting Application in Historical Mongolian Document Images. ICIC (1) 2013: 265-274
5. Feilong Bao, Guanglai Gao, Xueliang Yan, Hongwei Wang: Language Model for Cyrillic Mongolian to Traditional Mongolian Conversion. NLPCC 2013: 13-18
6. 赵建东,高光来,飞龙:基于历史模型的蒙古文自动词性标注研究,中文信息学报;27(5):156-160(2013)
2012年
1. Feilong Bao, Guanglai Gao, Yulai Bao, Xiangdong Su: The Research on Mongolian Spoken Term Detection Based on Confusion Network. CCPR 2012: 606-612
2. Xueliang Yan, Guanglai Gao, Xiangdong Su, Hongxi Wei, Xueliang Zhang, Qianqian Lu: Hidden Markov Model for Term Weighting in Verbose Queries. CLEF 2012: 82-87
3. Xueliang Yan, Wei Wu, Guanglai Gao, Qianqian Lu: IMU @ ImageCLEF 2012. CLEF (Online Working Notes/Labs/Workshop) 2012
2011年
1. Xirimo Bao, Guanglai Gao: Acoustic model topology optimization using evolutionary methods. ACPR 2011: 355-361
2. Hongxi Wei, Guanglai Gao, Yulai Bao: A Method for Removing Inflectional Suffixes in Word Spotting of Mongolian Kanjur. ICDAR 2011: 88-92
3. Guanglai Gao, Xiangdong Su, Hongxi Wei, Yeyun Gong:Classical Mongolian Words Recognition in Historical Document. ICDAR 2011: 692-697
2006年-2010年
1. Xiangdong Su, Xueliang Yan, Guanglai Gao, Hongxi Wei: IMU Experiment in IR4QA at NTCIR-8. NTCIR 2010: 94-100
2. Guanglai Gao, Wei Jin, Fei Long, Hongxu Hou: A First Investigation on Mongolian Information Retrieval. EVIA@NTCIR 2008
3. Guanglai Gao, Biligetu, Nabuqing, Shuwu Zhang: A Mongolian Speech Recognition System Based on HMM. ICIC (2) 2006: 667-676