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(†: equal contribution, ~: corresponding author)

Conference Papers

  • 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

  • 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


Journal Papers

  • 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

  • MobiFM: A Foundation Model for Mobile Data Forecasting
    Haoye Chai, Xiaoqian Qi, Yibo Ma, Zhaocheng Wang, Lei Yue, Yong Li~
    IEEE Journal on Selected Areas in Communications (JSAC), 2025.
    Paper

  • 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


Preprints

  • AI Agent Behavioral Science
    Lin Chen, Yunke Zhang, Jie Feng, Haoye Chai, Honglin Zhang, Bingbing Fan, Yibo Ma, Shiyuan Zhang, Nian Li, Tianhui Liu, Nicholas Sukiennik, Keyu Zhao, Yu Li, Ziyi Liu, Fengli Xu, Yong Li~
    Paper

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