Qi Liao
Orcid: 0000-0001-7846-3812Affiliations:
- Nokia Bell Labs, End-to-End Network & Service Automation Lab, Stuttgart, Germany
- TU Berlin, Heinrich-Hertz-Chair for Information Theory and Theoretical Information Technology, Germany (PhD 2016)
- Bell Labs, Department of Statistics and Learning Research, Murray Hill, NJ, USA
According to our database1,
Qi Liao
authored at least 45 papers
between 2011 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning.
IEEE Open J. Commun. Soc., 2023
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
Fast and Scalable Network Slicing by Integrating Deep Learning with Lagrangian Methods.
Proceedings of the IEEE Global Communications Conference, 2023
2022
CoRR, 2022
Task-Oriented Communication Design in Cyber-Physical Systems: A Survey on Theory and Applications.
IEEE Access, 2022
Inter-Cell Slicing Resource Partitioning via Coordinated Multi-Agent Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Communications, 2022
Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization.
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the IEEE Globecom 2022 Workshops, 2022
Proceedings of the IEEE Global Communications Conference, 2022
Proceedings of the IEEE Globecom 2022 Workshops, 2022
2021
Anticipating Mobile Radio Networks Key Performance Indicators with Transfer Learning.
Proceedings of the 16th Annual Conference on Wireless On-demand Network Systems and Services Conference, 2021
Proceedings of the ICC 2021, 2021
2020
IEEE Trans. Cogn. Commun. Netw., 2020
IEEE Open J. Commun. Soc., 2020
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020
Proceedings of the 2020 IEEE International Conference on Communications, 2020
2019
Connections Between Spectral Properties of Asymptotic Mappings and Solutions to Wireless Network Problems.
IEEE Trans. Signal Process., 2019
Proceedings of the 5th IEEE International Symposium on Measurements & Networking, 2019
Traversing Virtual Network Functions from the Edge to the Core: An End-to-End Performance Analysis.
Proceedings of the 16th International Symposium on Wireless Communication Systems, 2019
2018
Resource Optimization With Flexible Numerology and Frame Structure for Heterogeneous Services.
IEEE Commun. Lett., 2018
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Proceedings of the IEEE Global Communications Conference, 2018
2017
A Survey of Anticipatory Mobile Networking: Context-Based Classification, Prediction Methodologies, and Optimization Techniques.
IEEE Commun. Surv. Tutorials, 2017
An examination of the benefits of scalable TTI for heterogeneous traffic management in 5G networks.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017
Improving resource efficiency with partial resource muting for future wireless networks.
Proceedings of the 13th IEEE International Conference on Wireless and Mobile Computing, 2017
Dynamic uplink/downlink resource management in flexible duplex-enabled wireless networks.
Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017
2016
Statistical learning, anomaly detection, and optimization in self-organizing networks.
PhD thesis, 2016
Dynamic Joint Uplink and Downlink Optimization for Uplink and Downlink Decoupling-Enabled 5G Heterogeneous Networks.
CoRR, 2016
Joint Optimization of Coverage, Capacity and Load Balancing in Self-Organizing Networks.
CoRR, 2016
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016
Resource Scheduling for Mixed Traffic Types with Scalable TTI in Dynamic TDD Systems.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
Modeling of Mobility-Aware RRC State Transition for Energy-Constrained Signaling Reduction.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
2015
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015
2014
2013
A statistical algorithm for multi-objective handover optimization under uncertainties.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Street-Specific Handover Optimization for Vehicular Terminals in Future Cellular Networks.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013
2012
A distributed interference-aware load balancing algorithm for LTE multi-cell networks.
Proceedings of the International ITG Workshop on Smart Antennas, 2012
Proceedings of IEEE International Conference on Communications, 2012
2011
A Virtual Soft Handover Method Based on Base Station Cooperation with Fountain Codes.
Proceedings of the European Wireless 2011, April 27-29, 2011, Vienna, Austria., 2011