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ORCIDQi Liao 0003
Person information
- affiliation: Nokia Bell Labs, End-to-End Network & Service Automation Lab, Stuttgart, Germany
- affiliation (PhD 2016): TU Berlin, Heinrich-Hertz-Chair for Information Theory and Theoretical Information Technology, Germany
- affiliation: Bell Labs, Department of Statistics and Learning Research, Murray Hill, NJ, USA
Other persons with the same name
- Qi Liao — disambiguation page
- Qi Liao 0001
![[0000-0003-3209-9992]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-3209-9992")
— China University of Petroleum-Beijing, CUPB, Beijing Key Laboratory of Urban oil and Gas Distribution Technology, China - Qi Liao 0002 — Central Michigan University, Department of Computer Science, MI, USA (and 1 more)
- Qi Liao 0004 — ShenZhen Polytechnic, School of Economics, China
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2020 – today
- 2024
[i20]Tianlun Hu, Qi Liao, Qiang Liu, Antonio Massaro, Georg Carle:
Fast and Scalable Network Slicing by Integrating Deep Learning with Lagrangian Methods. CoRR abs/2401.11731 (2024)- 2023
- [j8]Tianlun Hu, Qi Liao, Qiang Liu, Georg Carle:
Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning. IEEE Open J. Commun. Soc. 4: 1141-1155 (2023) - [c29]Tianlun Hu, Qi Liao, Qiang Liu, Antonio Massaro, Georg Carle:
Fast and Scalable Network Slicing by Integrating Deep Learning with Lagrangian Methods. GLOBECOM 2023: 6346-6351 - [c28]Naveenta Gautam, Alessandro Lieto, Ilaria Malanchini, Qi Liao:
Leveraging Transfer Learning for Production-Aware Slicing in Industrial Networks. VTC2023-Spring 2023: 1-6 - [i19]Tianlun Hu, Qi Liao, Qiang Liu, Georg Carle:
Network Slicing via Transfer Learning aided Distributed Deep Reinforcement Learning. CoRR abs/2301.03262 (2023) - [i18]Tianlun Hu, Qi Liao, Qiang Liu, Georg Carle:
Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning. CoRR abs/2306.11552 (2023) - 2022
- [j7]Arsham Mostaani, Thang X. Vu, Shree Krishna Sharma, Van-Dinh Nguyen, Qi Liao, Symeon Chatzinotas:
Task-Oriented Communication Design in Cyber-Physical Systems: A Survey on Theory and Applications. IEEE Access 10: 133842-133868 (2022) - [c27]Qi Liao, Nikolaj Marchenko, Tianlun Hu, Péter Kulics, Lutz Ewe:
HARU: Haptic Augmented Reality-Assisted User-Centric Industrial Network Planning. GLOBECOM (Workshops) 2022: 389-394 - [c26]Alessandro Lieto, Qi Liao, Christian Bauer:
A Generative Approach for Production-Aware Industrial Network Traffic Modeling. GLOBECOM (Workshops) 2022: 575-580 - [c25]Tianlun Hu, Qi Liao, Qiang Liu, Georg Carle:
Network Slicing via Transfer Learning aided Distributed Deep Reinforcement Learning. GLOBECOM 2022: 2909-2914 - [c24]Tianlun Hu, Qi Liao, Qiang Liu, Dan Wellington, Georg Carle:
Inter-Cell Slicing Resource Partitioning via Coordinated Multi-Agent Deep Reinforcement Learning. ICC 2022: 3202-3207 - [c23]Qi Liao, Tianlun Hu, Dan Wellington:
Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization. ICC 2022: 4262-4268 - [d1]Lei You, Qi Liao, Nikolaos Pappas, Di Yuan:
2D Resource Allocation. IEEE DataPort, 2022
- [i17]Tianlun Hu, Qi Liao, Qiang Liu, Dan Wellington, Georg Carle:
Inter-Cell Slicing Resource Partitioning via Coordinated Multi-Agent Deep Reinforcement Learning. CoRR abs/2202.12833 (2022) - [i16]Qi Liao, Tianlun Hu, Dan Wellington:
Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization. CoRR abs/2203.03227 (2022) - [i15]Qi Liao, Tianlun Hu, Nikolaj Marchenko:
Augmented Reality-Empowered Network Planning Services for Private Networks. CoRR abs/2206.12139 (2022) - [i14]Alessandro Lieto, Qi Liao, Christian Bauer:
A Generative Approach for Production-Aware Industrial Network Traffic Modeling. CoRR abs/2211.06089 (2022) - 2021
- [c22]Tianlun Hu, Qi Liao:
Real-Time Camera Localization with Deep Learning and Sensor Fusion. ICC 2021: 1-7 - [c21]Claudia Parera, Alessandro E. C. Redondi, Matteo Cesana, Qi Liao, Ilaria Malanchini:
Anticipating Mobile Radio Networks Key Performance Indicators with Transfer Learning. WONS 2021: 1-8 - [i13]Ilaria Malanchini, Patrick Agostini, Khurshid Alam, Michael Baumgart, Martin Kasparick, Qi Liao, Fabian Lipp, Nikolaj Marchenko, Nicola Michailow, Rastin Pries, Hans D. Schotten, Slawomir Stanczak, Stanislaw Strzyz:
Leveraging Machine Learning for Industrial Wireless Communications. CoRR abs/2105.02051 (2021) - 2020
- [j6]Emmanouil Fountoulakis, Qi Liao, Nikolaos Pappas:
An End-to-End Performance Analysis for Service Chaining in a Virtualized Network. IEEE Open J. Commun. Soc. 1: 148-163 (2020) - [j5]Claudia Parera, Qi Liao, Ilaria Malanchini, Cristian Tatino, Alessandro E. C. Redondi, Matteo Cesana:
Transfer Learning for Tilt-Dependent Radio Map Prediction. IEEE Trans. Cogn. Commun. Netw. 6(2): 829-843 (2020) - [c20]Qi Liao:
SLAMORE: SLAM with Object Recognition for 3D Radio Environment Reconstruction. ICC 2020: 1-7 - [c19]Claudia Parera, Qi Liao, Ilaria Malanchini, Dan Wellington, Alessandro E. C. Redondi, Matteo Cesana:
Transfer Learning for Multi-Step Resource Utilization Prediction. PIMRC 2020: 1-6
2010 – 2019
- 2019
- [j4]Renato L. G. Cavalcante, Qi Liao, Slawomir Stanczak:
Connections Between Spectral Properties of Asymptotic Mappings and Solutions to Wireless Network Problems. IEEE Trans. Signal Process. 67(10): 2747-2760 (2019) - [c18]Emmanouil Fountoulakis, Qi Liao, Manuel Stein, Nikolaos Pappas:
Traversing Virtual Network Functions from the Edge to the Core: An End-to-End Performance Analysis. ISWCS 2019: 624-628 - [c17]Claudia Parera, Alessandro Redondi, Matteo Cesana, Qi Liao, Ilaria Malanchini:
Transfer Learning for Channel Quality Prediction. M&N 2019: 1-6 - [i12]Renato Luís Garrido Cavalcante, Qi Liao, Slawomir Stanczak:
Connections between spectral properties of asymptotic mappings and solutions to wireless network problems. CoRR abs/1903.09793 (2019) - [i11]Emmanouil Fountoulakis, Qi Liao, Nikolaos Pappas:
An End-to-End Performance Analysis for Service Chaining in a Virtualized Network. CoRR abs/1906.10549 (2019) - 2018
- [j3]Lei You, Qi Liao, Nikolaos Pappas, Di Yuan:
Resource Optimization With Flexible Numerology and Frame Structure for Heterogeneous Services. IEEE Commun. Lett. 22(12): 2579-2582 (2018) - [c16]Emmanouil Fountoulakis, Nikolaos Pappas, Qi Liao, Anthony Ephremides, Vangelis Angelakis:
Dynamic Power Control for Packets with Deadlines. GLOBECOM 2018: 1-6 - [c15]Claudia Parera, Alessandro E. C. Redondi, Matteo Cesana, Qi Liao, Lutz Ewe, Cristian Tatino:
Transferring knowledge for tilt-dependent radio map prediction. WCNC 2018: 1-6 - [i10]Lei You, Qi Liao, Nikolaos Pappas, Di Yuan:
Resource Optimization with Flexible Numerology and Frame Structure for Heterogeneous Services. CoRR abs/1801.02066 (2018) - [i9]Emmanouil Fountoulakis, Nikolaos Pappas, Qi Liao, Anthony Ephremides, Vangelis Angelakis:
Dynamic Power Control for Packets with Deadlines. CoRR abs/1809.07665 (2018) - [i8]Emmanouil Fountoulakis, Qi Liao, Manuel Stein, Nikolaos Pappas:
Traversing Virtual Network Functions from the Edge to the Core: An End-to-End Performance Analysis. CoRR abs/1811.02330 (2018) - 2017
- [j2]Nicola Bui, Matteo Cesana, S. Amir Hosseini, Qi Liao, Ilaria Malanchini, Joerg Widmer:
A Survey of Anticipatory Mobile Networking: Context-Based Classification, Prediction Methodologies, and Optimization Techniques. IEEE Commun. Surv. Tutorials 19(3): 1790-1821 (2017) - [c14]Qi Liao:
Dynamic uplink/downlink resource management in flexible duplex-enabled wireless networks. ICC Workshops 2017: 625-631 - [c13]Qi Liao, Renato L. G. Cavalcante:
Improving resource efficiency with partial resource muting for future wireless networks. WiMob 2017: 1-8 - [c12]Emmanouil Fountoulakis, Nikolaos Pappas, Qi Liao, Vinay Suryaprakash, Di Yuan:
An examination of the benefits of scalable TTI for heterogeneous traffic management in 5G networks. WiOpt 2017: 1-6 - [i7]Emmanouil Fountoulakis, Nikolaos Pappas, Qi Liao, Vinay Suryaprakash, Di Yuan:
An Examination of the Benefits of Scalable TTI for Heterogeneous Traffic Management in 5G Networks. CoRR abs/1702.05899 (2017) - [i6]Qi Liao:
Dynamic Uplink/Downlink Resource Management in Flexible Duplex-Enabled Wireless Networks. CoRR abs/1710.00780 (2017) - [i5]Qi Liao, Paolo Baracca, David López-Pérez, Lorenzo Galati-Giordano:
Resource Scheduling for Mixed Traffic Types with Scalable TTI in Dynamic TDD Systems. CoRR abs/1710.01995 (2017) - 2016
- [b1]Qi Liao:
Statistical learning, anomaly detection, and optimization in self-organizing networks. Technical University of Berlin, Germany, 2016 - [c11]Qi Liao, Danish Aziz:
Modeling of Mobility-Aware RRC State Transition for Energy-Constrained Signaling Reduction. GLOBECOM 2016: 1-7 - [c10]Qi Liao, Paolo Baracca, David López-Pérez, Lorenzo Galati-Giordano:
Resource Scheduling for Mixed Traffic Types with Scalable TTI in Dynamic TDD Systems. GLOBECOM Workshops 2016: 1-7 - [c9]Danish Aziz, Hajo Bakker, Anton Ambrosy, Qi Liao:
Signalling Minimization Framework for Short Data Packet Transmission in 5G. VTC Fall 2016: 1-6 - [i4]Nicola Bui, Matteo Cesana, S. Amir Hosseini, Qi Liao, Ilaria Malanchini, Joerg Widmer:
Anticipatory Networking in Future Generation Mobile Networks: a Survey. CoRR abs/1606.00191 (2016) - [i3]Qi Liao, Daniyal Amir Awan, Slawomir Stanczak:
Joint Optimization of Coverage, Capacity and Load Balancing in Self-Organizing Networks. CoRR abs/1607.04754 (2016) - [i2]Qi Liao, Danish Aziz, Slawomir Stanczak:
Dynamic Joint Uplink and Downlink Optimization for Uplink and Downlink Decoupling-Enabled 5G Heterogeneous Networks. CoRR abs/1607.05459 (2016) - 2015
- [c8]Qi Liao, Slawomir Stanczak:
Network State Awareness and Proactive Anomaly Detection in Self-Organizing Networks. GLOBECOM Workshops 2015: 1-6 - [c7]Qi Liao, Stefan Valentin, Slawomir Stanczak:
Channel gain prediction in wireless networks based on spatial-temporal correlation. SPAWC 2015: 400-404 - 2014
- [j1]Anastasios Giovanidis, Qi Liao, Slawomir Stanczak:
Measurement-adaptive cellular random access protocols. Wirel. Networks 20(6): 1495-1514 (2014) - 2013
- [c6]Qi Liao, Federico Penna, Slawomir Stanczak, Zhe Ren, Peter Fertl:
Context-aware handover optimization for relay-aided vehicular terminals. SPAWC 2013: 555-559 - [c5]Zhe Ren, Peter Fertl, Qi Liao, Federico Penna, Slawomir Stanczak:
Street-Specific Handover Optimization for Vehicular Terminals in Future Cellular Networks. VTC Spring 2013: 1-5 - [c4]Qi Liao, Slawomir Stanczak, Federico Penna:
A statistical algorithm for multi-objective handover optimization under uncertainties. WCNC 2013: 1552-1557 - 2012
- [c3]Qi Liao, Marcin Wiczanowski, Slawomir Stanczak:
Toward cell outage detection with composite hypothesis testing. ICC 2012: 4883-4887 - [c2]Anastasios Giovanidis, Qi Liao, Slawomir Stanczak:
A distributed interference-aware load balancing algorithm for LTE multi-cell networks. WSA 2012: 28-35 - 2011
- [c1]Qi Liao, Michal Kaliszan, Slawomir Stanczak:
A Virtual Soft Handover Method Based on Base Station Cooperation with Fountain Codes. EW 2011 - [i1]Anastasios Giovanidis, Qi Liao, Slawomir Stanczak:
Measurement Based Self-Optimization in Random Access Communications. CoRR abs/1107.1158 (2011)
Coauthor Index
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last updated on 2024-12-03 21:22 CET by the dblp team
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