Her research interests include algorithms and protocols for intelligent wireless networks and performance evaluation of wireless networks for delay sensitive applications. She has authored more than 30 referred publications at prestigious international conferences and journals like INFOCOM、IWQoS、ICC、LCN、IEEE Transactions on industry Informatics、Ad hoc networks, etc., and has co-published a Chinese monograph on Internet of intelligence in 2022. She won the First Prize of Science and Technology Progress Award by Chinese Institute of Command and Controlin 2022.

[1]  2008/09—2015/07  PhD candidate, Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences (Combined MSc. and PhD. Programme)

[2]  2010/12—2011/12  Visiting researcher, Institut national de recherche en informatique et en automatique(INRIA), France

[3]  2012/09—2013/10  Visiting researcher, IRIT lab, Université de Toulouse, INPT-ENSEEIHT, France

[4]  2004/09—2008/07  Bachelor, Software engineering, Northeast Normal University (211)

[1] 2017/09—present  Associate professor, Institute of Computing Technology, Chinese Academy of Sciences 

[2] 2015/07—2017/09  Assistant professor, Institute of Computing Technology, Chinese Academy of Sciences 

   

Selected Publications

[1] Y. Xu, X. Liu, X. Cao, and et al., “Artificial intelligence: A powerful paradigm for scientific research,” The Innovation 2(4):100179, 2021. (Qi WANG is corresponding author)

[2] Jianmin Liu, Qi WANG, ChenTao He, Katia Jaffrès-Runser, Yida Xu, Zhenyu Li, YongJun Xu. QMR:Q-learning based Multi-objective optimization Routing protocol for Flying Ad Hoc Networks. Computer Communications 150 (2020) pp. 304–316. (SCI，IF: 2.816) 

[3] Xu Yida, Qi WANG, Xu Yongjun, Liu Jianmin, He Chentao, MPDMAC-SIC: Priority-based distributed low delay MAC with successive interference cancellation for multi-hop industrial wireless networks, Computer Communications, 154 (2020) pp. 48–57, 2020. (SCI，IF: 2.816) 

[4] Hang Lu, Mingzhe Zhang, Yinhe Han, Qi WANG,Huawei Li and Xiaowei Li, Architecting Effectual Computation for Machine Learning Accelerators, IEEE Transactions on Computer-Aided Design of Integrated Circuits and System (TCAD 2020), Vol. 39, No. 10,pp. 2654 – 2667. (CCF A)

[5] Qi WANG, Katia Jaffrès -Runser, Y.-J. Xu, J.-L. Scharbarg, Z.-L. An, and C. Fraboul, “TDMA versus CSMA/CA for wireless multi-hop communications: a stochastic worst-case delay analysis,” IEEE Transactions on Industrial Informatics, Vol. 13, No. 2, pp. 877-887, April 2017. (SCI，IF: 9.112，JCR：Q1)

[6] Qi WANG, Katia Jaffrès-Runser, Jean-Luc Scharbarg, Christian Fraboul, Yi Sun, Jun Li, Zhongcheng Li, A thorough analysis of the performance of delay distribution models for IEEE 802.11 DCF, Elsevier Ad Hoc Networks, Volume 24, Part B, January 2015, Pages 21–33. (SCI, IF: 3.643，JCR：Q1)

[7] Chao Li, YongJun Xu, BoYu Diao, Qi WANG, ZhuLin An, DBR-MAC: A Depth-based Routing Aware MAC Protocol for Data Collection in Underwater Acoustic Sensor Networks, IEEE sensors journal, vol.16, no. 10, 2016. (SCI, IF: 3.073)

[8] Chao Li, YongJun Xu, Qi Wang,BoYu Diao, ZhuLin An, Zuying Luo. “FDCA: A Full-duplex Collision Avoidance MAC Protocol for Underwater Acoustic Networks”. IEEE sensors journal, vol.16, no. 11, 2016. (SCI, IF: 3.073)

[9] Jianghang Liu, Wenbin Zhang, Qi WANG, Shibao Li, Haihua Chen, Xuerong Cui and Yi Sun, A Cooperative Downloading Method for VANET Using Distributed Fountain Code, Sensors, 16(10):1685, 2016. (SCI, IF: 2.677)

[10] Lin Wu, Yongjun Xu, Qi Wang, Fei Wang and Zhiwei Xu. Mapping Global Shipping Density from AIS Data, Journal of navigation 2016. (SCI, IF:0.949)

[11] Katia Jaffrès-Runser, Mary Schurgot, Qi WANG, Cristina Comaniciu and Jean-Marie Gorce, A Cross-layer Framework for Multiobjective Performance Evaluation of Wireless Ad Hoc Networks, Elsevier Ad Hoc Networks 2013, Journal, Volume 11, Issue 8, November 2013, Pages 2147–2171. (SCI, IF: 3. 643，JCR：Q1)

[12] Qi WANG, Chentao He, Katia Jaffrès-Runser, Jianhui Huang, Yongjun XU, Timely-throughput Optimal Scheduling for Wireless Flows with Deep Reinforcement Learning. IEEE/ACM International Symposium on Quality of Service (IWQoS), June 10-12, 2022, pp.1-10. (CCF B)

[13] Qi WANG, Jianmin LIU, Liu cunzhuang, Jianhui Huang, Chentao He, Yongjun XU, MPRdeep: Multi-Objective Joint Optimal Node Positioning and Resource Allocation for FANETs with Deep Reinforcement Learning, in Proc. IEEE Conference on Local Computer Networks (LCN), virtual conference, Oct. 4-7, 2021, pp. 1-4.

[14] Qi WANG,Jianmin LIU, Katia Jaffrès-Runser, Yongqing WANG, Chentao He, Cunzhuang Liu, Yongjun XU, INCdeep: Intelligent Network Coding with Deep Reinforcement Learning. in Proc. IEEE Conf. Comput. Commun. (INFOCOM), virtual conference, May 2021, pp. 1–10. (CCF A)

[15] Jianmin Liu, Qi WANG, Yongjun Xu, Cunzhuang Liu, A Novel Distributed Method for Time-Critical Task Allocation Problems in Multi-UAV System, in Proc. IEEE Int. Conf. Commun. (ICC), virtual conference, June 2021, pp.1-6. (CCF C)

[16]  Yida Xu, Qi WANG, Yongjun Xu, A Self-adaptive Low Delay MAC Protocol For Event-driven Industrial Wireless Networks, the 17th IEEE International Conference on Mobile Ad-hoc and Smart Systems (MASS 2020), Delhi NCR, India. October 1-4, 2020. 

[17] Jianmin LIU, Qi WANG,chentao He, Yongjun Xu, ARdeep: Adaptive and Reliable Routing Protocol for Mobile Robotic Networks with Deep Reinforcement Learning, in Proc. IEEE Conference on Local Computer Networks (LCN), virtually hosted in Sydney, Australia, Nov., 2020, pp. 1-4. (CCF C)

[18] Yida XU, Qi WANG, Jianmin LIU, Chentao HE, Yongjun XU, PDMAC-SIC: Priority-based Distributed Low Delay MAC with SIC for Industrial Wireless Networks, the 20th Asia-Pacific Network Operations and Management Symposium (APNOMS-2019), 18-20 Sept. 2019. (CCF C)

[19] Yida XU, Qi WANG, Jianmin LIU, Chentao HE, Boyu DIAO, Yongjun XU, A Heuristic Approach for Low Delay Distributed MAC using Successive Interference Cancellation in Priority-based Industrial Wireless Network, 2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS), Shenyang, China, 21-23 Oct. 2019, pp.573-579. 

[20] Chentao HE, Qi WANG, Yongjun XU, Jianmin LIU, Yida XU, A Q-learning based cross-layer transmission protocol for MANETs, 2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS), Shenyang, China, 21-23 Oct. 2019, pp.580-585. 

[21] Boyu DIAO, Kang YANG, Yuzhu MEI, Qi WANG, Chao LI, Yongjun XU, A Scalable Testbed for Task Offloading and Deployment of Heterogeneous Edge Computing, 2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS), Shenyang, China, 21-23 Oct. 2019, pp.586-591.

[22] B. Diao, Y. Xu, C. Li, Z. An, Qi Wangand Z. Chen, “A Nearest Neighbor Regression Based Channel Estimation Algorithm for Acoustic Channel-Aware Routing,” 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans (OTO), Kobe, Japan, 2018, pp. 1-7.

[23] Qi Wang, K. Jaffres-Runser, Y.-J. Xu, J.-L. Scharbarg, A certifiable resource allocation for real-time multi-hop 6TiSCH wireless networks，13th IEEE World Conference on Factory Communication Systems (WFCS2017), Trondheim, Norway, 2017.5.31-2017.6.2. (EI)

[24] Qi Wang, Katia Jaffrès-Runser, Yongjun Xu, Jean-Luc Scharbarg, Zhulin An, Christian Fraboul, TDMA versus CSMA/CA for wireless multi-hop communications: a comparison for soft real-time networking, 12th IEEE World Conference on Factory Communication Systems (WFCS2016), Aveiro, Portugal, 2016.5.3-2016.5.6.

[25] Qi Wang, Katia Jaffrès-Runser,, Jean-Luc Scharbarg, Christian Fraboul, Yi Sun, Jun Li, Delay Distribution of IEEE802.11 DCF: a Comparative Study under Saturated Conditions, in Pro. ACM 10th International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks (ACM PE-WASUN 2013), pp.41-48, Barcelona, Spain, 3-7 November 2013. 

[26] Qi WANG, Katia Jaffrès-Runser, Claire Goursaud, Jun Li, Yi Sun and Jean-Marie Gorce, Deriving Pareto-optimal performance bounds for 1 and 2-relay wireless networks, International Conference on Computer Communications and Networks (IEEE IC3N 2013), Nassau, Bahamas, August 2013. (CCF C)

[27] Qi Wang, Katia Jaffrès-Runser and Jean-Marie Gorce, A network coding-oriented multi-objective framework in wireless networks, the third N2Women Workshop collocated with IEEE INFOCOM 2013, April 19, 2013. (poster).

[28] Qi WANG, Hai Jiang, Albert. K. Wong, Jun Li, and Zhongcheng Li, A full-distributed architecture for PoC application in data packet voice communication, in Proc. IEEE 11th International Conference on Computer and Information Technology (CIT2011), pp. 231-237. 

[29] Boyu Diao, Yongjun Xu, Qi WANG, etc., A reliable depth-based routing protocol with network coding for underwater sensor network, ICPADS 2016.