publications

2026

1. WCNC

   Queue-Aware RL Scheduling with Stability Bounds in Large-Scale Cellular Networks

   Qiong Liu and Chung Shue Chen

   In IEEE Wireless Communications and Networking Conference (WCNC), Mar 2026

   Bib

   @inproceedings{liu2026wcnc,
     title = {Queue-Aware RL Scheduling with Stability Bounds in Large-Scale Cellular Networks},
     author = {Liu, Qiong and Chen, Chung Shue},
     booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
     year = {2026},
     month = mar,
     annote = {Accepted for publication},
   }

2. 

   Fast Collaborative Inference via Distributed Speculative Decoding

   Ce Zheng, Ke Zhang, Wenqi ZHANG, Qiong Liu, and 1 more author

   Journal of Information and Intelligence, 2026

2025

1. 

   Uplink RSMA Performance Analysis with Rate Adaptation: A Stochastic Geometry Approach

   Xinyi Guo, Li You, Qiong Liu, Xiqi Gao, and 1 more author

   arXiv preprint arXiv:2512.20883, 2025

2. 

   DRST: a Non-Intrusive Framework for Performance Analysis in Softwarized Networks

   Qiong Liu, Jianke Lin, Tianzhu Zhang, and Leonardo Linguaglossa

   2025

3. 

   Stochastic Geometry-Based MCS Adaption Analysis for Uplink Cellular Networks

   Xinyi Guo, Qiong Liu, Shanshan Wang, and Li You

   In 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

2024

1. Best Paper Runner up Award

   

   Proactive VNF Redeployment and Traffic Routing for modern telco networks

   Qiong Liu, Tianzhu Zhang, Walter Cerroni, and Leonardo Linguaglossa

   In 2024 IEEE 10th International Conference on Network Softwarization (NetSoft), 2024
2. Impact Factor: 11.2

   

   Operationalizing AI/ML in Future Networks: A Bird’s Eye View from the System Perspective

   Qiong Liu, Tianzhu Zhang, Masoud Hemmatpour, Han Qiu, and 4 more authors

   IEEE Communications Magazine, 2024
3. Acceptance: 18%

   

   Non-invasive performance prediction of high-speed softwarized network services with limited knowledge

   Qiong Liu, Tianzhu Zhang, and Leonardo Linguaglossa

   In IEEE INFOCOM 2024-IEEE Conference on Computer Communications, 2024

2023

1. Acceptance: 27%

   

   Distributed decisions on optimal load balancing in loss networks

   Qiong Liu, Chenhao Wang, and Ce Zheng

   In 2023 21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2023

2022

1. 

   Performance Analysis of Dynamic Downlink Cellular Networks

   Qiong Liu

   Jun 2022

   PDF

2. 

   The ϵ-stable region analysis in dynamic downlink cellular networks

   Qiong Liu, Jean-Yves Baudais, and Philippe Mary

   In 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), 2022
3. Politiques de transmission basées sur l’apprentissage par renforcement dans les réseaux cellulaires dynamiques et aléatoires

   Qiong Liu, Philippe Mary, and Jean-Yves Baudais

   In Colloque GRETSI, 2022

2021

1. 

   Queue analysis with finite buffer by stochastic geometry in downlink cellular networks

   Qiong Liu, Jean-Yves Baudais, and Philippe Mary

   In 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 2021

2020

1. 

   A tractable coverage analysis in dynamic downlink cellular networks

   Qiong Liu, Jean-Yves Baudais, and Philippe Mary

   In 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020

1. Load Balancing Game in Loss Communication Networks

   Chenhao Wang and Qiong Liu