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个人简介

苏向东,男,博士,1984 年生,内蒙古乌兰察布市人,现任内蒙古大学计算机学院副教授。以课题组骨干人员身份主持和参与了多项国家级和省部级科研课题,包括1项国家973 计划前期研究专项课题、6项国家自然科学基金项目、1项内蒙古自然科学基金重大项目、1项内蒙古自然科学基金关键技术攻关项目、1项内蒙古自然科学基金项目、以及多项自治区横向项目,部分科研成果被国际知名期刊和会议录用。 每年预计招收学术型硕士研究生3名和专业学位硕士研究生3名,欢迎对人工智能、机器学习、自然语言处理(智能对话、问答系统、自动写作、知识图谱、信息检索、推荐系统)、图像处理(图像去噪、图像超分、图像修复、图像分割、文字识别、文字检测)、语音信号处理(语音识别、语音转换、语音分离、端点检测、语音唤醒、说话人识别、语种识别)、数据挖掘(商品数据、金融数据、民生数据)、社会关系分析(微博、博客)等方向感兴趣的同学报考。 主持项目: 1. 国家自然科学基金项目(No. 61762069),2018.1-2021.12 2. 内蒙古自治区关键技术攻关项目(No. 2021GG0165),2021.07-2023.12 3. 内蒙古自然科学基金项目(No. 2017BS0601),2017.1-2019.12 4. 内蒙古大学高层次引进人才项目(No. 21500-5165161),2016.11-2018.12 5. 内蒙古纪检监察大数据实验室开放课题项目,2021.01-2021.12 6. 教育部产学合作协同育人项目,2020.01-2020.12 7. 内蒙古大学课程思政项目,2020.01-2021.12 8. 内蒙古大学研究生教学改革项目 2020.07-2021.07 9. 内蒙古大学线上一流课程教学改革项目 2021.09-2023.12 10. 内蒙古大学通识选修课项目,2017.11-2020.11 11. 内蒙古大学专创融合项目,2019.07-2022.06 12. 内蒙古大学人工智能虚拟仿真实验平台项目,2019.06-2022.05 获奖: 1. 2020 CCF科学技术奖科技进步卓越奖 发明专利: 1. 基于神经网络的蒙古文命名实体识别方法及识别系统,专利号:ZL2018 1 1068703.2 2. 西里尔蒙古文和传统蒙古文双文种知识图谱构建方法,专利号:ZL2018 1 1178790.7 软件著作权: 1. 蒙古文短语树库转换软件,登记号:2018SR619006 2. 蒙古文手写体数据采集软件,登记号:2018SR618503 3. 蒙古文依存句法分析软件,登记号:2018SR635958 4. 蒙古文依存树库显示和管理软件,登记号:2018SR619906

研究领域

人工智能、机器学习、自然语言处理(智能对话、问答系统、机器翻译、知识图谱、信息检索、推荐系统)、图像处理(图像去噪、图像超分、图像修复、图像分割、文字识别、文字检测)、语音信号处理(语音识别、语音转换、语音分离、端点检测、语音唤醒、说话人识别、语种识别)、数据挖掘(商品数据、金融数据、民生数据)、社会关系分析(微博、博客)

近期论文

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2021年 1. Haoran Zhang, Wei Chen, Xiangdong Su*, Hui Guo, Huali Xu. An Efficient Local Word Augment Approach for Mongolian Handwritten Script Recognition, ICDAR-2021(CCF C 类国际学术会议, EI 检索) 2. Xiang Hao, Xiangdong Su*, Radu Horaud, and Xiaofei Li. Full-band and Sub-band Fusion Model for Real-time Single-channel Speech Enhancement, ICASSP2021 (CCF B 类国际学术会议, EI 检索) 3. Pengcheng, Guo, Xiangdong Su*, Haoran Zhang, Feilong Bao. MCDALNet: Multi-scale Contextual Dual Attention Learning Network for Medical Image Segmentation, IJCNN2021(CCF C 类国际学术会议, EI 检索) 2020年 1. Xiang Hao, Xiangdong Su*, Zhiyu Wang, Qiang Zhang, Huali Xu, Guanglai Gao, SNR-BASED TEACHERS-STUDENT TECHNIQUE FOR SPEECH ENHANCEMENT. ICME2020(CCF B类国际学术会议, EI检索) 2. Pengcheng Guo, Xiangdong Su*, Haoran Zhang, Meng Wang, Feilong Bao, A MULTI-SCALED RECEPTIVE FIELD LEARNING APPROACH FOR MEDICAL IMAGE SEGMENTATION. ICME2020 (CCF B类国际学术会议, EI检索) 3. Xiang Hao, Xiangdong Su*, Shixue Wen, Zhiyu Wang, Yiqian Pan, Feilong Bao, Wei Chen, MASKING AND INPAINTING: A TWO-STAGE SPEECH ENHANCEMENT APPROACH FOR LOW SNR AND NON-STATIONARY NOISE. ICASSP2020 (CCF B类国际学术会议, EI检索) 4. Huali Xu, Xiangdong Su*, Meng Wang, Xiang Hao, Guanglai Gao, AN EDGE INFORMATION AND MASK SHRINKING BASED IMAGE INPAINTING APPROACH. ICASSP2020 (CCF B类国际学术会议, EI检索) 5. Na Liu, Xiangdong Su*, Haoran Zhang, Guanglai Gao, Feilong Bao, Incorporating Inner-word and Out-word Features for Mongolian Morphological Segmentation. COLING2020 (CCF B类国际学术会议, EI检索) 6. Xiang Hao, Shixue Wen, Xiangdong Su*, Yun Liu, Guanglai Gao, Xiaofei Li, Sub-band Knowledge Distillation Framework for Speech Enhancement, Interspeech, 2020(CCF C类国际学术会议, EI检索) 7. Nan Chen, Xiangdong Su*, Tongyang Liu, Qizhi Hao, Ming Wei. A Benchmark Dataset and Case Study for Chinese Medical Question Intent Classification. BMC Medical Informatics and Decision Making, 2020(SCI检索) 2019年 1. Na Liu, Xiangdong Su*, Guanglai Gao, Longfei Bao, Min Lu. Morphological Knowledge Guided Mongolian Constituent Parsing. International Conference on Neural Information Processing (ICONIP), 2019(CCF C类国际学术会议, EI检索) 2. Huali Xu, Xiangdong Su*, Tongyang Liu, Pengcheng Guo, Feilong Bao. A Natural Scene Text Extraction Approach Based on Generative Adversarial Learning. International Conference on Neural Information Processing (ICONIP), 2019(CCF C类国际学术会议, EI检索) 3. Xiangdong Su*, Xiang Hao, Zhiyu Wang, Yun Liu, Huali Xu, Tongyang Liu, Guanglai Gao, Feilong. Learning an Adversarial Network for Speech Enhancement under Extremely Low Signal-to-noise Ratio Condition. International Conference on Neural Information Processing (ICONIP), 2019(CCF C类国际学术会议, EI检索) 4. Xiang Hao, Xiangdong Su*, Zhiyu Wang, Hui Zhang and Batushiren. UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition. INTERSPEECH, 2019(CCF C类国际学术会议, EI检索) 5. Xiangdong Su*, Huali Xu, Yue Zhang, Yanke Kang, Guanglai Gao, Batusiren. AN END-TO-END PREPROCESSOR BASED ON ADVERSARIAL LEARNING FOR MONGOLIAN HISTORICAL DOCUMENT OCR, PRICAI, 2019(CCF C类国际学术会议, EI检索) 6. Xiangdong Su*, Huali Xu, Ying Kang, Xiang Hao, Guanglai Gao, Yue Zhang. Improve Text Image Resolution using a Deep Generative Adversarial Network for Optical Character Recognition, ICDAR-2019(CCF C类国际学术会议, EI检索) 2018年以前 1. Xiangdong Su, Rong Yan, Zheng Gong, Yujiao Fu, and Heng Xu. Integrating Topic Information into VAE for Text Semantic Similarity. International Conference on Neural Information Processing (ICONIP), Siem Reap, Cambodia, December 14-16, 2018. (CCF C类国际学术会议, EI检索) 2. Na Liu, Xiangdong Su*, Guanglai Gao, and Feilong Bao. Mongolian Word Segmentation Based on Three Character Level Seq2Seq Models. International Conference on Neural Information Processing (ICONIP), Siem Reap, Cambodia, December 14-16, 2018. (CCF C类国际学术会议, EI检索) 3. Feilong Bao, Weihua Wang, Guanglai Gao, Xiangdong Su, Min Lu. A Bidirectional Transliteration System for Mongolian. Natural Language Engineering (NLE), 2018. (CCF C类国际学术期刊, SCI检索) 4. Hongxi Wei, Hui Zhang, Guanglai Gao, Xiangdong Su, Using Word Mover's Distance with Spatial Constraints for Measuring Similarity Between Mongolian Word Images,The 24th International Conference on Neural Information Processing (ICONIP 2017), PP.192-201, 2017. (CCF推荐C类国际学术会议,EI检索) 5. Xiangdong Su, Guanglai Gao, Hongxi Wei, Feilong Bao. A Knowledge-based Recognition System for Historical Mongolian Documents. International Journal on Document Analysis and Recognition (IJDAR), 2016 (CCF C类国际学术期刊, SCI检索) 6. Xiangdong Su, Guanglai Gao, Hongxi Wei, Feilong Bao. Enhancing the Historical Mongolian Document Recognition System with Multiple Knowledge-based Strategies. International Conference on Neural Information Processing (ICONIP), Istanbul, Turkey, November 9-12, 2015, pp: 536-544 (CCF C类国际学术会议, EI检索) 7. Hongxi Wei, Guanglai Gao, Xiangdong Su. A Multiple Instances Approach to Improving Keyword Spotting on Historical Mongolian Document Images. International Conference on Document Analysis and Recognition (ICDAR), Tunis, August 23-26, 2015, pp: 121-125 (CCF C类国际学术会议, EI检索) 8. Guanglai Gao, Xiangdong Su*, Hongxi Wei, Yeyun Gong. Classical Mongolian words recognition in historical document. International Conference on Document Analysis and Recognition (ICDAR), Beijing, China, September 18-21, 2011, pp: 692-697 (CCF C类国际学术会议, EI检索) 9. Xiangdong Su*, Guanglai Gao, Yupeng Jiang, Jing Wu, Feilong Bao. Mongolian Inflection Suffix Processing in NLP: A Case Study. The 4th CCF Conference on Natural Language Processing & Chinese Computing (NLPCC), Nanchang, China, October 9-13, 2015, pp: 347-352 (CCF C类国际学术会议, EI检索) 10. Xiangdong Su, Guanglai Gao, Weihua Wang, Feilong Bao, Hongxi Wei. Character Segmentation for Classical Mongolian Words in Historical Documents. S. Li,C. Liu,Y. Wang. 6th Chinese Conference on Pattern Recognition (CCPR), Changsha, China, November 17-19, 2014, pp: 464-473 (EI检索) 11. Xiangdong Su, Guanglai Gao, Xueliang Yan. Dependency Parsing for Traditional Mongolian. International Conference on Asian Language Processing (IALP), Urumqi, China, August 17-19, 2013, pp: 181-184 (EI检索) 12. Xiangdong Su, Guanglai Gao, Xueliang Yan. Development of Traditional Mongolian Dependency Treebank[C]. Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data (CCL&NLP-NABD), Suzhou, China, October 10-12, 2013, pp 247-256 (EI检索) 13. Xiangdong Su, Guanglai Gao, Yu Tian. A Framework to Answer Questions of Opinion Type. Seventh Web Information System and Application Conference (WISA), Hohhot, China, August 20-22, 2010, pp: 166-169 (EI检索) 14. Xiangdong Su, Xueliang Yan, Guanglai Gao, Hongxi Wei. IMU Experiment in IR4QA at NTCIR-8. the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering and Cross-Lingual Information Access (NTCIR-8), Tokyo, Japan, June 15-18, 2010, pp: 94-100(EI检索)

学术兼职

1. 中国中文信息学会自然语言生成与智能写作专业委员会委员 2. 中国图象图形学会文档图像分析与识别专业委员会委员 3. 中国中文信息学会情感计算专业委员会委员 4. 中国计算机学会(CCF)会员、中国人工智能学会(CCAI)会员、中国图象图形学会(CSIG)会员、中国中文信息学会(CIPS)会员 5. 国际计算机学会(ACM)会员 6. 国际电子电气工程师协会(IEEE)会员 7. 期刊会议审稿人:AAAI2021、TALLIP、Frontiers of Computer Science

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