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硕士生导师

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硕士生导师

姓名：秦志达
所在学科：计算机科学与技术
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通信地址：中关村校区软件楼610

个人信息

秦志达，预聘助理教授、特别副研究员，硕士生导师。2020年3月于上海交通大学电子系获得博士学位。主要研究方向包括强化学习、社交网络、物联网、推荐系统与数字媒体仿真等。至今已经在IEEE INFOCOM、TWC、TCOM、TNSE等国际顶级期刊和会议上发表多篇论文，参与了国家自然科学基金重点项目、重点研发计划、面上项目等多个纵向项目。担任IEEE TMC、TWC、TSP、MobiHoc、INFOCOM、ICNP等期刊和会议的审稿人。

科研方向

1. 强化学习、在线学习理论优化及其在物联网等实际场景中应用；

2. 社交网络信息演进机制、信息传输优化

代表性学术成果

1. Zhida Qin, Xiaoying Gan, Jia Liu, Hongqiu Wu, Haiming Jin and Luoyi Fu, Exploring Best Arm with Top Reward-Cost Ratio in Stochastic Bandits, in IEEE International Conference on Computer Communications (CCF-A), 2020.

2. Zhida Qin, Xiaoying Gan, Luoyi Fu, Xin Di, Jun Tian and Xinbing Wang, Content Delivery in Cache-Enabled Wireless Evolving Social Networks, in IEEE Transactions on Wireless Communications (SCI一区), vol. 63, no. 6, pp. 1988-2000, 2018.

3. Zhida Qin, Xiaoying Gan, Jingchao Wang, Luoyi Fu and Xinbing Wang, Capacity of Social-Aware Wireless Networks With Directional Antennas, in IEEE Transactions on Communications (SCI二区), vol. 65, no. 11, pp. 4831-4844, 2017.

4. Zhida Qin, Ziquan You, Haiming Jin, Xiaoying Gan, and Jingchao Wang, Homophily-Driven Evolution Increases the Diffffusion Accuracy in Social Networks, to appear in IEEE Transactions on Network Science and Engineering (SCI).

5. Zhia Qin, Xiaoying Gan, Manyuan Shen, Xinbing Wang and Xiaohua Tian, Capacity of wireless networks with social behavior and directional antennas, in Proceedings of the 59th IEEE Global Communications Conference (GLOBECOM 2016), Washington D.C., December 2016.

6. Xiaoying Gan, Haoxiang Zhang, Zhida Qin and Haiming Jin, Fast Charging Station Deployment With Elastic Demand, to appear in IEEE Transactions on Transportation Electrifification (SCI).

承担科研情况

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所获奖励

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社会兼职

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备注

https://scholar.google.com/citations?user=RTCnp3MAAAAJ&hl=zh-CN