苏向东，博士生导师，副教授，1984 年生，主持了多项国家级和省部级科研课题，包括2项国家自然科学基金项目、1项国家社科基金项目、4项内蒙古自治区重点科研项目、1项内蒙古教育厅青年科技人才项目、1项科研成果转化项目、1项内蒙古大学高层次人才引进项目、以及多项教学改革项目和横向科研项目，部分科研成果被国际知名期刊和会议录用。

研究方向：人工智能、机器学习、自然语言处理（智能对话、问答系统、知识图谱、智能写作、语义理解）、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）、数据挖掘和社会关系非常（微博、商品数据、金融数据、民生数据）

通信地址：呼和浩特市赛罕区大学西路235号 6165cc金沙总站检测中心

邮 编：010021

邮 箱：cssxd@imu.edu.cn

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。

团队主页（欢迎访问）：http://www.imu-ai.com/

主持项目：

1. 国家自然科学基金项目(No. 62366036), 2024.1-2027.12

2. 国家社会科学基金项目(No. BIX230343), 2023.5-2026.05

3. 内蒙古教育厅“高等学校青年科技英才发展项目”, 2023.07-2026.06

4. 内蒙古自治区关键技术攻关计划项目(No. 2021GG0165), 2021.07-2023.12

5. 内蒙古自治区重点研发和成果转换计划项目(2022YFHH0077), 2022.01-2024.12

6. 中央引导地方科技发展资金项目(No.2022ZY0198), 2022.09-2025.08

7. 内蒙古自治区科技计划项目(No. 2023YFSH0017) (课题负责人), 2022.06-2025.05

8. 科研成果转化项目, 2023.07

9. 内蒙古纪检监察大数据实验室开放课题项目, 2021.01-2021.12

10. 教育部产学合作协同育人项目, 2020.01-2020.12

11. 内蒙古自治区研究生教育教学改革项目, 2020.07-2021.07

12. 内蒙古大学线上一流课程教学改革项目, 2021.09-2023.12

13. 内蒙古大学课程思政项目, 2020.01-2021.12

14. 国家自然科学基金项目(No. 61762069), 2018.1-2021.12

15. 内蒙古自治区自然科学基金项目（No. 2017BS0601）2017.01-2019.12

16. 内蒙古大学高层次人才引进项目

获奖：

1. 2020年度CCF科学技术奖”科技进步卓越奖”

2. 2022年度教育部高等学校科学研究优秀成果奖“科学技术进步奖”二等奖

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

3. 字符级基于序列模型的蒙古文切词方法及其切词系统, 专利号：ZL 2018 1 1178809.8

论文：

2023年

1. Rong Yan, Wei Yuan, Xiangdong Su*, Ziyi Zhang, FLPA: A fast label propagation algorithm for detecting overlapping community structure, Expert Systems with Applications (SCI一区)

2. Jiang Li, Xiangdong Su*, Xinlan Ma, Guanglai Gao, How Well Apply Simple MLP to Incomplete Utterance Rewriting? Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (CCF A 类国际学术会议)

3. Jiang Li, Xiangdong Su*, Guanglai Gao, TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (CCF A 类国际学术会议)

4. Honglin Qu, Xiangdong Su*, Yonghe Wang, Xiang Hao, Guanglai Gao, Noise-separated Adaptive Feature Distillation for Robust Speech Recognition, IEEE Signal Processing Letters (SCI 二区)

5. Qing Zhang, Jing Zhang, Xiangdong Su*, Feilong Bao, Guanglai Gao, Contour detection network for zero-shot sketch-based image retrieval, Complex & Intelligent Systems (SCI二区)

6. Na Liu, Ren Qing-Dao-Er-Ji, Xiangdong Su*, Yatu Ji, Aodengbala, Guiping Liu, Multi-task Learning for Mongolian Morphological Analysis, International Conference on Artificial Neural Networks(ICANN), 2023 (CCF C类国际学术会议, EI检索)

2022年

1. Lei Liu, Xiangdong Su*, Hui Guo, Daobin Zhu, A Transformer-based Medical Visual Question Answering Model, 26th International Conference on Pattern Recognition (ICPR), 2022, 1712-1718 (CCF C 类国际学术会议, EI 检索)

2. Jiang Li, Xiangdong Su*, Xinlan Ma, Guanglai Gao, QuatSE: Spherical Linear Interpolation of Quaternion for Knowledge Graph Embeddings International Conference on Natural Language Processing and Chinese Computing, 2022 (CCF C 类国际学术会议, EI 检索)  

3. Lei Liu, Xiangdong Su*, How Well Apply Multimodal Mixup and Simple MLPs Backbone to Medical Visual Question Answering, International Conference on Bioinformatics & Biomedicine, 2022 (CCF B类国际学术会议, EI检索)

4. Hui Guo, Lei Liu, Xiangdong Su*, Haoran Zhang, Medical Visual Question Answering via Targeted Choice Contrast and Multimodal Entity Matching, International Conference on Neural Information Processing, 2022 (CCF C 类国际学术会议, EI 检索)

5. Rong Yan, Jiang Li, Xiangdong Su*, Xiaoming Wang, Guanglai Gao, Boosting the Transformer with the BERT Supervision in Low-Resource Machine Translation, Applied Sciences 12 (14) (SCI检索)

6. Wei Chen, Xiangdong Su*, Haoran Zhang, Script-Level Word Sample Augmentation for Few-Shot Handwritten Text Recognition, International Conference on Frontiers in Handwriting Recognition(ICFHR), 2022, 316-330

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)

学术兼职：

1. 中国中文信息学会情感计算专业委员会委员

2. 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

3. 中国图象图形学会文档图像分析与识别专业委员会委员

4. 期刊会议审稿人：ACL、EMNLP、AAAI、ESWA、EAAI、Artificial Intelligence、Frontiers of Computer Science

研究生深造：

1. 2018级 3人读博： 郝翔（香港科技大学）、徐华丽（奥卢大学）、郭鹏程（西安交通大学）

2. 2019级 2人直博： 张皓然、陈楠

3. 2020 级3人直博： 李江、陈伟、李源；2020级1人申请考核转博： 郜振杰

4. 2021级 1人直博： 刘磊