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(†: equal contribution, ~: corresponding author)

Conference Paper

  • TWINERGY: Digital Twin-Empowered Practical Energy Saving in Heterogeneous Mobile Networks
    Yibo Ma, Haoye Chai, Sichang Liu,Li Yu, Yong Li~
    In Submission

  • RENEW: Enhancing Real-World Mobile Network Energy Efficiency Using Digital Twin Systems
    Yibo Ma, Tong Li~, Yu Li, Haifeng Wang, Hongqiao Gao, Yong Li~
    In Submission

  • Sustainable Connections: Exploring Energy Efficiency in 5G Networks
    Yibo Ma, Tong Li~, Yuwei Du, Schahram Dustdar, Zhaocheng Wang, Yong Li~
    Proceedings of the 20th International Conference on Emerging Networking EXperiments and Technologies (ACM CoNEXT 2024).
    Los Angeles, California, USA. December, 2024.
    Paper, Data


Journal Paper

  • MobiFM: A Foundation Model for Mobile Data Forecasting
    Haoye Chai, Xiaoqian Qi, Yibo Ma, Zhaocheng Wang, Lei Yue, Yong Li~
    In Submission

  • Exploring Traffic Usage and Energy Consumption in 5G Networks: Overcoming Misalignment for Sustainability
    Yibo Ma, Tong Li~, Yuwei Du, Schahram Dustdar, Zhaocheng Wang, Li Yu
    In Submission

  • Mitigating Energy Consumption in Heterogeneous Mobile Networks through Data-Driven Optimization
    Yibo Ma, Tong Li, Yan Zhou, Li Yu, Depeng Jin
    IEEE Transactions on Network and Service Management (TNSM), 2024.
    Paper, Code

  • Carbon emissions of 5G mobile networks in China
    Tong Li, Li Yu, Yibo Ma, Tong Duan, Wenzhen Huang, Yan Zhou, Depeng Jin, Yong Li~, Tao Jiang~
    Nature Sustainability, 2023.
    Paper, Code


Ongoing Project

  • Enhancing Base Station Energy Efficiency in Large-Scale Heterogeneous Mobile Networks Under Real-World Constraints (Supervised by Prof. Yong Li)

This project focuses on improving the energy efficiency of base stations in large-scale heterogeneous mobile networks by considering real-world operational constraints and developing deployable control strategies.


Degree Thesis

  • A Data-Driven Study on Energy Consumption Optimization for Mobile Network Base Stations
    Yibo Ma (Advisor: Yong Li)
    Awarded the Outstanding Master’s Thesis by Tsinghua University (top 1 among 30+ students)

  • Analysis of Fatigue Life and Testing Methods for Electromagnetic Servo Valve Spool Components
    Yibo Ma (Advisor: Yaobao Yin)


Early Project

  • Optimization of Large-Scale Geo-Distributed Data Centers: Bandwidth Utilization and Sustainability
    Yibo Ma (Advisor: Yong Li)

  • The Impact of Deep 5G Mobile Network Adoption on Residential Power Systems
    Yibo Ma(Advisors: Yong Li, Tong Li)

  • Lightweight Wearable Exoskeleton Lower Limb Assistive Device
    Outstanding Project at 2020 Tongji University Excellent Research Program
    Jiuhai Yuan, Yibo Ma, Yuting Liu, Jiale Zhai, Dexin Lu (Advisors: Wanghui Bu)
    The Second Prize at 9th Shanghai University Student Mechanical Engineering Innovation Competition (Top 10%), 2021