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研究生导师

王婷




姓名:王婷 工学博士,副教授

Email: wangting@cuit.edu.cn


科研和研究生招生方向:

1、自然语言处理

2、图像处理与计算成像



个人简介:王婷博士,研究生导师。现为yL23411永利官网登录副教授,2016年获得四川大学医学信息工程专业博士学位。2019-2020在美国范德比特大学图像科学研究所(VUIIS, Vanderbilt University Institute of Imaging Science, Vanderbilt University)从事静息态功能磁共振血液动力学理论研究。目前主要研究方向为自然语言处理、脑知识图谱构建、图像处理与人工智能。



承担和参与科研项目:

1. 国家自然科学基金青年基金项目,基于贝叶斯增强学习的自适应奖赏学习策略机制研究(主持,61806029

2. 四川省教育厅重点项目,长短期记忆神经网络模拟奖赏学习任务神经活性(主持,2018Z065

3. 四川省科技厅重点研发,智能问答中的澄清问检测与生成系统研究(主持,2023YFG0261

4. 四川省科技厅,基于产业互联网的智能电商服务平台(合作单位第一,2022Z025

5. 四川省科技厅重点研发,基于跨域协同的装备价格评估系统研发及示范应用(合作单位第一,2022YFG0375

6. 四川省科技厅重点研发,分布式高性能闪存芯片阵列技术研究与应用(合作单位第一,2023YFG0099


目前授课:

《人工智能》,《数据库原理及应用》,《云计算导论》,《云计算》


发表论文*为通信作者)

1. Ting Wang, Dong Xiang, Chuan Yang, Jiaying Liang, Canghong Shi. NLKFill: high-resolution image inpainting with a novel large kernel attention. Complex & Intelligent Systems, 2024.4.15.

2. Ting Wang, Chuan Yang, Maoyang Zou, Jiaying Liang, Dong Xiang, Wenjie Yang, Hongyang Wang, Jia Li. A study of extractive summarization of long documents incorporating local topic and hierarchical information. Scientific Reports 14, 10140 (2024).

3. 王婷,梁佳莹,杨川,何松泽,向东,马洪江.改进DPCNN分类模型在金融领域长文本的应用.计算机系统应用,2023,32(12):74-83.

4. 何松泽,王婷*,梁佳莹,陈永雄,戴青江.基于自注意力机制模拟实体信息的实体关系抽取.计算机系统应用,2023,32(2):364-370.

5. Ting Wang, Songze He. Chinese named entity recognition method based on multi-head attention enhancing word information, ICCIR 2022, June 24-26, 2022.

6. 王婷,何松泽,杨川. 知识图谱相关方法在脑科学领域的应用综述.计算机技术与发展, 2022, 32(11):1-7.

7. Yongqing Zhang, Siyu Chen, Wenpeng Cao, Peng Guo, Dongrui Gao, Manqing Wang, Jiliu Zhou, Ting Wang*. MFFNet: Multi-dimensional Feature Fusion Network Based on Attention Mechanism for sEMG Analysis to Detect Muscle Fatigue. Expert Systems With Applications, 2021, 185:115639.

8. Ting Wang, D. Mitchell Wilkes, Muwei Li, Xi Wu*, John C. Gore, and Zhaohua Ding*. Hemodynamic response function in brain white matter in a resting state. Cerebral cortex communications, 2020, 1(1): tgaa056.

9. Ting Wang, Zhiyun Lian, Xi Wu, Yazhuo Kong, Hongyu Zhou*, and Min Wei*. Subcortical structural abnormalities in female neuromyelitis optica patients with neuropathic pain. Multiple sclerosis and related disorders(SCI, IF: 2.889), 2020, 37:101432.

10. Xinfang Wang, Lianqing Hong, Xi Wu, Jia He, Ting Wang*, Hongbo Li, and Shaoling Liu. Development of an Ultrasonic Nomogram for Preoperative Prediction of Castleman Disease Pathological Type. Computers, Materials & Continua (SCI, IF: 4.89), 2019, 61(1): 141-154.

11. Ting Wang, Xi Wu, Jiefeng Jiang, Chang Liu, and Ming Zhu*. Functional neural interactions during adaptive reward learning: An functional magnetic resonance imaging study. International Journal of Imaging Systems and Technology (SCI, IF: 1.925), 2020, 30(1): 92-103.

12. Ting Wang, Ning Chen, Wang Zhan, Jia Liu, Junpeng Zhang, Qi Liu, Hua Huang, Li He, Junran Zhang*, Qiyong Gong*, Altered effective connectivity of posterior thalamus in migraine with cutaneous allodynia: a resting-state fMRI study with granger causality analysis, The Journal of Headache and Pain (SCI, IF:2.801), 2016, 17(1):17.

13. Ting Wang, Wang Zhan, Qin Chen, Ning Chen, Junpeng Zhang, Qi Liu, Li He, Junran Zhang*, Hua Huang, Qiyong Gong*, Altered resting-state ascending/descending pathways associated with the posterior thalamus in migraine without aura, Neuroreport (SCI, IF:1.52), 2016, 27(4): 257-263.

14. Ting Wang, Jia Liu, Junran Zhang*, Wang Zhan, Lei Li, Min Wu, Hua Huang, Hongyan Zhu, Graham J. Kemp, Qiyong Gong*, Altered resting-state functional activity in posttraumatic stress disorder: A quantitative meta-analysis. Scientific reports (SCI, IF:5.578), 2016, 6: 27131.


专利:

1. 短文本分类方法、装置、电子设备和存储介质,ZL 2023 1 0129895.8,第12023

2. 图像修复方法、装置、电子设备和存储介质,ZL 202310141997.1,第12023

3. 智能鼠标笔及其控制方法,ZL 2018 1 0928432.7,第12023

4. SL通信的视频知识图谱构建方法及装置,发明专利,ZL 202110849077.6,第12021

5. 一种基于功能磁共振心理生理交互的脑网络构建方法,发明专利,ZL 201710541557.X,第12020

6. 一种指纹锁装置、房门指纹锁及指纹锁控制系统,实用新型,ZL 201821190453.5,第12020


教学成果:

1. 邹茂扬,杨昊,吴涛,王婷,黄飞虎. 数据库原理及应用A, 四川省线上线下混合式一流课程, 2022.

2. 基于课程思政的《数据库原理及应用》教学探索与设计,yL23411永利官网登录本科教学工程项目,2022.4-2024.4,主持,在研

3. 《云计算导论》课程思政教学探索与研究,yL23411永利官网登录本科教学工程项目,2023.1-2024.12,主持,在研

4. 计算机专业的数据库原理及应用课程教学实践与探究,无线互联科技,29期,2019(教改论文,一作)

5. Using Process Visualization and Early Warning Based on Learning Analytics to Enhance Teaching and Learning. Artificial Intelligence and Security, 2020: 175-183 (教改论文,二作).


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