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地址: 清华大学深圳国际研究生院信息楼1107室

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  • 个人简历
  • 教学
  • 研究领域
  • 研究成果
  • 奖励荣誉
  • 概况

    主要从事智能物联网,多智能体协同、强化学习、普适计算、脑机接口等方面研究


    教育经历

    2013.08-2018.05,卡耐基梅隆大学,电子与计算机工程专业,博士

    2009.08-2012.07,清华大学,电子工程专业,硕士

    2005.08-2009.07,清华大学,电子工程专业,学士


    工作经历

    2024年6月-至今 清华大学,深圳国际研究生院,副教授

    202106-2024年6月,清华大学,深圳国际研究生院,助理教授,特别研究员

    202009-202105月,清华大学,刘云浩教授课题组,访问学者

    201806-202005月,卡耐基梅隆大学,博士后研究员

    201405-201408月,微软亚洲研究院,研发实习生


    学术兼职

    General Co-Chair of CPD workshop in ACM Ubicomp 2018-2020

    Competition Co-Chair of ACM/IEEE IPSN 2019

    TPC Co-Chair of CPD workshop of ACM Ubicomp 2021


    社会兼职

  • 教学课程

    数据可视化(国际院)

    数据挖掘:理论与算法(国际院)


    研究生指导

  • 研究领域

    研究方向:智能物联网,多智能体,普适计算,机器人与无人机集群,脑机接口,强化学习等


    主要项目

  • 代表性论文

    1. Wang, Ziteng and Hu, Chun and Zheng, Dezhi* and Chen, Xinlei* (2021). Ultralow-Power Sensing Framework for Internet of Things: A Smart Gas Meter as a Case. IEEE Internet of Things Journal, 9(10), 7533-7544.

    2. Na, Rui and Zheng, Dezhi and Sun, Ying and Han, Mingzhe and Wang, Shuai and Zhang, Shuailei and Hui, Qianxin and Chen, Xinlei* and Zhang, Jun and Hu, Chun*. (2021). A Wearable Low-Power Collaborative Sensing System for High-Quality SSVEP-BCI Signal Acquisition. IEEE Internet of Things Journal, 9(10), 7273-7285.

    3. Chen, X.#, Xu, S.#, Liu, X., Xu, X., Noh, H.Y., Zhang, L. and Zhang, P., 2020. Adaptive Hybrid Model-enabled Sensing System (HMSS) for Mobile Fine-Grained Air Pollution Estimation. IEEE Transactions on Mobile Computing

    4. Chen, X.#, Xu, S.#, Han, J., Fu, H., Pi, X., Joe-Wong, C., Li, Y., Zhang, L., Noh, H.Y. and Zhang, P., 2020. PAS: Prediction-Based Actuation System for City-Scale Ridesharing Vehicular Mobile Crowdsensing. IEEE Internet of Things Journal, 7(5), pp.3719-3734.

    5. Chen, X., Ruiz, C., Zeng, S., Gao, L., Purohit, A., Carpin, S. and Zhang, P., 2020. H-DrunkWalk: Collaborative and Adaptive Navigation for Heterogeneous MAV Swarm. ACM Transactions on Sensor Networks (TOSN), 16(2), pp.1-27.

    6. Xu, S.#, Chen, X.#, Pi, X., Joe-Wong, C., Zhang, P. and Noh, H.Y., 2019. iLOCuS: Incentivizing vehicle mobility to optimize sensing distribution in crowd sensing. IEEE Transactions on Mobile Computing, 19(8), pp. 1831-1847.

    7. Chen, X.*, Zhao, Y. and Li, Y., 2019. Qoe-aware wireless video communications for emotion-aware intelligent systems: A multi-layered collaboration approach. Information Fusion, 47, pp.1-9.

    8. Chen, X., Wang, Y., He, J., Pan, S., Li, Y. and Zhang, P., 2019. Cap: Context-aware app usage prediction with heterogeneous graph embedding. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 3(1), pp.1-25.

    9. Chen, X.*, Zhao, Y., Li, Y., Chen, X., Ge, N. and Chen, S., 2018. Social trust aided D2D communications: Performance bound and implementation mechanism. IEEE Journal on Selected Areas in Communications, 36(7), pp.1593-1608.

    10. Chen, X., Zhu, Z., Chen, M. and Li, Y., 2018. Large-scale mobile fitness app usage analysis for smart health. IEEE Communications Magazine, 56(4), pp.46-52.

    11. Chen, X., Purohit, A., Pan, S., Ruiz, C., Han, J., Sun, Z., Mokaya, F., Tague, P. and Zhang, P., 2017. Design experiences in minimalistic flying sensor node platform through sensorfly. ACM Transactions on Sensor Networks (TOSN), 13(4), pp.1-37.

    12. Chen, X., Purohit, A., Dominguez, C.R., Carpin, S. and Zhang, P., 2015, November. Drunkwalk: Collaborative and adaptive planning for navigation of micro-aerial sensor swarms. In Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems (pp. 295-308).


    代表性著作

    主要专利成果

    其他成果

  • 荣誉奖项

    2017 IEEE/ACM IPSN Best Poster Award

    2016 ACM SenSys Best Poster Runner-Up

    2016 ACM SenSys Best Demo Award

    2012 清华大学优秀硕士论文