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Qi Liao

Qi Liao

Research Scientist

Stuttgart, Germany

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Biography

Qi Liao has been working as a Senior Research Engineer at Nokia Bell Labs in Stuttgart, Germany, since 2015. She received the M.S. in E.E. degree and the Dr.-Ing. degree from Heinrich-Hertz-Chair for Information Theory and Theoretical Information Technology, Technical University of Berlin in 2010 and 2015, respectively. From 2010 to 2013 she was a research associate at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute, Berlin. From 2013 to 2014, she was a PhD intern in the Department of Statistics and Learning Research at Bell Labs in Murray Hill, NJ. Since 2015 she has been a research scientist at Bell Labs, Stuttgart, Germany. Her current research interests include optimization for multi-agent systems, resource allocation, stochastic optimization, machine learning and deep learning techniques. She holds more than 50 peer-reviewed publications including journals, conference papers, and granted patents.

Education
  • Dr.-Ing. in Electrical Engineering and Computer Science at Technical University of Berlin, Germany (2015). Studied information theory, stochastic process optimization, and multi-agent systems. Also worked on machine learning and big data analysis during 2013-2014 at Bell Labs, Murray Hill, USA.
  • M.Sc. in Electrical Engineering and Computer Science at Technical University of Berlin, Germany (2009).
Selected Articles and Publications
Patents
  • Qi Liao and Tianlun Hu, "Adaptive camera localization scheme for real-time end-to-end applications", NC321382. 2020

  • Qi Liao, Stefan Wesemann, Ilaria Malanchini and Paolo Baracca. "Haptic augmented reality assisted self-service for wireless networks." U.S. Patent Application No. 16/347,029. 2019

  • Qi Liao, Ilaria Malanchini, Vinay Suryaprakash, Paolo Baracca. U.S. Patent Application No. 15/799,542. 2018

Books
  • Janne Ali-Tolppa, Marton Kajo, Borislava Gajic, Ilaria Malanchini, Benedek Schultza and Qi Liao (Eds.). "Towards Cognitive Autonomous Networks: Network Management Automation for 5G and Beyond, Chapter: Cognitive Autonomy for Network Self-Healing". Wiley Online Library. 2020

  • Stephen Mwanje, Naseer Ul-Islam Mohammed and Qi Liao (Eds.). "Towards Cognitive Autonomous Networks: Network Management Automation for 5G and Beyond, Chapter: Cognitive Autonomy for Network-Optimization". Wiley Online Library. 2020

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