张艳婷
计算机应用技术系 讲师

个人简介
2015年、2020年分别于北京邮电大学获得工学学士、工学博士学位，2018-2019年于华盛顿大学（西雅图）进行联合培养。自2020年9月起，在东华大学计算机科学与技术学院担任讲师，从事人工智能、数据分析、计算机视觉（自动驾驶、人体姿态分析）等方面的教学与科研工作。

主要研究方向：
人工智能，数据分析，计算机视觉

讲授课程：
计算机视觉，深度学习

主要论文研究成果：
1.Y. Zhang, Y. Qi, J. Yang, and J.-N. Hwang. Improved Traffic Sign Detection in Videos through Reasoning Effective Proposal (Poster). IEEE International Conference on Multimedia and Expo (ICME), London, July 6-10, 2020. (CCF B)
2.Y. Zhang, J. Yang, H. Zhang, and J.-N. Hwang. Bundle Adjustment for Monocular Visual Odometry based on Detected Traffic Sign Features. IEEE International Conference on Image Processing (ICIP), Taipei, September 22-25, 2019. (CCF C)
3.Y. Zhang, Z. Wang, Y. Qi, J. Liu, and J. Yang. CTSD: A Dataset for Traffic Sign Recognition in Complex Real-World Images. IEEE Visual Communication and Image Processing Conference (VCIP), Taichung, December 10-12, 2018.
4.Y. Zhang, S. Jin, Y. Qiao, K. Sun, H. Zhang, and J. Yang. Exploring Urban Spatial Hotspots’ Properties Using Inter-Connected User-Location Networks. IEEE/CIC International Conference on Communications in China (ICCC), Beijing, August 16-18, 2018.
5.Y. Zhang, Y. Qiao, J. He, S. Han, J.Yang. Discovering Online Shopping Preferences in Different Urban Area from the View of Mobile Traffic Patterns. International Joint Conference on Artificial Intelligence (IJCAI WS), Melbourne, August 19-25, 2017.
6.Y. Qiao, Y. Zhang, L. Anders, J. Yang. Understanding Online Shopping and Offline Mobility Behavior in Urban Area from the View of Multilayer Network. IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC), Beijing, September 23-25, 2016. (Best paper award)
7.Y. Zhang, H. Zhang, G. Wang, J. Yang, and J.-N. Hwang. Bundle Adjustment for Monocular Visual Odometry based on Detections of Traffic Signs. IEEE Transactions on Vehicular Technology, 69(1):151-162, Jan. 2020. (SCI二区，IF: 5.339)
8.Y. Qiao, Z. Si, Y. Zhang, F. B. Abdesslem, X. Zhang, and J. Yang. A hybrid Markov-based model for human mobility prediction. Neurocomputing, 278:99-109, Feb. 2018. (First student author.) (SCI二区，IF: 4.072)
9.J. Xie, Z. Song, Y. Li, Y. Zhang, H. Yu, J. Zhan, Z. Ma, Y. Qiao, J. Zhang, and J. Guo. A Survey on Machine Learning-Based Mobile Big Data Analysis: Challenges and Applications. Wireless Communications and Mobile Computing, Aug. 2018. (SCI三区，IF: 1.819)

近期主持的科研项目：
1.东华大学青年教师启动项目（2020.9-2021.9）

奖项：
IEEE ICME 3MT Runner-up Prize（2020）
北京邮电大学优秀毕业生（2020）

主要社会任职：
中国人工智能学会自然计算与数字智能城市专业委员会会员

联系方式：
办公电话：(86)
电子邮箱：ytzhang@dhu.edu.cn
地址：上海市松江区人民北路2999号东华大学1号学院楼249室
邮政编码：201620