鄧蔚

鄧蔚西南財經大學

鄧蔚，男，西南財經大學博士、博士後，講師，碩士生導師。

人物簡歷

本科和碩士均畢業於重慶郵電大學計算機學院，博士畢業於電子科技大學計算機學院，曾公派留學美國聖路易斯華盛頓大學計算機系，曾工作於中國電子科技集團有限公司第十研究所，主要研究領域為自然語言處理、知識圖譜、機器行為學、計算社會科學和算法倫理，主持中央高校基本科研、教育部產學合作協同育人、四川省重點實驗室開放基金等項目，參與國家重點研發計劃、國家自然科學基金項目（面上和重點）、國家863計劃、國家242計劃等國家級項目，長期參與重大信息系統工程項目的設計和研發，出版專著1部，在國內外期刊和會議上發表學術論文30餘篇，申請專利10餘項、軟件著作權4項，獲百度人工智能菁英班優秀指導教師獎。

學術成果

[1] Kele Xu, Zhimin Lin, Jianqiao Zhao, Peicang Shi, Wei Deng, and Huaimin Wang. 2020. Multimodal Deep Learning for Social Media Popularity Prediction With Attention Mechanism. In Proceedings of the 28th ACM International Conference on Multimedia (MM』20), October 12–16, 2020, Seattle, WA, USA. ACM, New York, NY, USA, 5 pages.

[2] Liyuan Zheng, Yajie Hu, Bin Liu, and Wei Deng. Learning robust word representation over a semantic manifold. Knowledge-Based Systems, no. 192 (2020): 105358.

[3] Min Nie, Zhaohui Xiong, Ruiyang Zhong, Wei Deng and Guowu Yang. Career Choice Prediction Based On Campus Big Data: Mining the Potential Behavior of College Students. Applied Sciences. 2020, 10, 2841; doi:10.3390/app10082841

[4] Huan Yang, Wei Deng, Guoyin Wang, Fang Wang, Shuang Li. Interpretable Legal Judgment Prediction based on Improved Conditional Classification Tree. the 14th International FLINS Conference on Robotics and Artificial Intelligence (FLINS/ISKE2020), Cologne, Germany. August 18-21, 2020. Accepted.

[5] Zhimin Lin, Dajiang Lei, Yuting Han, Guoyin Wang, Wei Deng, and Yuan Huang. Siamese BERT Model with Adversarial Training for Relation Classification. IEEE International Conference on Knowledge Graph (ICKG), 2020, Accepted.

[6] 鄧蔚.對抗分類:在垃圾郵件過濾中的應用研究.金琅出版社.2017.4 (ISBN: 978-3-330 -82346-4) （專著）