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Supervisor of Master's Candidates

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Date of Employment:2018-10-15

School/Department:网络空间安全学院

Education Level:博士研究生

Gender:Female

Degree:Doctoral Degree in Engineering

Status:Employed

默莎莎

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Gender:Female

Education Level:博士研究生

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•近几年主要从事深度学习和自然语言处理方面的研究,主持国家自然基金青年基金项目、国家重点实验室开放基金项目等,主持与多家单位合作的十几项横向课题;以第一作者或通信作者在本领域国际顶级期刊会议CVPR、EMNLP、COLING、IEEE Transactions Affective Computing等表十余篇论文;主讲课程为《自然语言处理》。


近几年发表论文:

[1] Ruri Liu, Shasha Mo*, Jianwei Niu, Shengda Fan. "CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction. " COLING 2022: 2247-2258[2] 

[2] Shengda Fan, Shasha Mo*, Jianwei Niu. "Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules." EMNLP 2022: 10311-10323.

[3] Feng Jiang, Jianwei Niu, Shasha Mo*, Shengda Fan. "Key Mention Pairs Guided Document-Level Relation Extraction.COLING 2022: 1904-1914.

[4] Yuntao Qu, Shasha Mo*, Jianwei Niu. "DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions." CVPR 2021: 6821-6829.

[5] Anlin Qu, Jianwei Niu, Shasha Mo*. "Explore Better Relative Position Embeddings from Encoding Perspective for Transformer Models." EMNLP 2021: 2989-2997.

[6] Anlin Qu, Jianwei Niu, Shasha Mo*. "Enhancing Transformer with Horizontal and Vertical Guiding Mechanisms for Neural Language Modeling." ICC 2021: 1-6.

[7] Shasha Mo, Jianwei Niu. "A Novel Method Based on OMPGW Method for Feature Extraction in Automatic Music Mood Classification." IEEE Transactions Affective Computing, 2019, 10(3): 313-324.

[8] Shasha Mo, Jianwei Niu, Yiming Su, Sajal K. Das."A novel feature set for video emotion recognition." Neurocomputing, 2018, 291: 11-20.

[9] Shasha Mo, Jianwei Niu, Yanfei Wang."A Novel Approach Based on the Instrumental Variable Method With Application to Airborne Synthetic Aperture Radar Imagery." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2018, 11(9): 3144-3154.

[10] Shasha Mo, Yanfei Wang, Chang Liu. "An Estimation Algorithm for Phase Errors in Synthetic Aperture Radar Imagery." IEEE Geoscience and Remote Sensing Letters. 2015, 12(9): 1818-1822.

[11] Jianwei Niu, Yanyan Guo, Shasha Mo. "A Novel Method of Articles Rating Based on Concerns Tracking and Matching for Public Opinion Recommendation." ICC 2018: 1-6.

[12] Jianwei Niu, Shijie Li, Shasha Mo, Yanyan Guo, Lei Wang."Affective Analysis for Video Frames Using ConvLSTM Network." ICC 2018: 1-6.

[13] Jianwei Niu, Zheng Li, Shasha Mo, Boyu Fan. "CIGAN: A Novel GANs Model Based on Category Information." SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 522-529.

[14] Jianwei Niu, Shijie Li, Shasha Mo, Sen Yang, Boyu Fan. " Affective Content Analysis of Online Video Clips with Live Comments in Chinese."  SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 849-856.

[15] Jianwei Niu, Mingsheng Sun, Shasha Mo. "Sentiment Analysis of Chinese Words Using Word Embedding and Sentiment Morpheme Matching." CollaborateCom 2017: 3-12.

[16] Jianwei Niu, Shijie Li, Shasha Mo, Jun Ma. "LWTP: An Improved Automatic Image Annotation Method Based on Image Segmentation." CollaborateCom 2017: 53-62.

[17] Jianwei Niu, Yiming Su, Shasha Mo, Zeyu Zhu. "A Novel Affective Visualization System for Videos Based on Acoustic and Visual Features." MMM 2017: 15-27.


近几年主持项目:

1. 面向***的降噪方法研究,国家自然科学基金青年基金项目

2. 基于大数据的***研究,国家重点实验室开放基金

3. 基于***仿真验证技术研究,横向课题

4. ***快速匹配方法研究,横向课题

5. 基于***的智能推荐模型研究,横向课题

6. 基于深度学习***技术研究,横向课题

7. 基于图像与文本数据***挖掘技术,横向课题

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[1]   2018.10 to  Now
北京航空航天大学  | 网络空间安全学院