Mingxin Li

Research Interests

Experience

Education

Publications

• Preprint / Scalable LLM Agent Tool Access in the Cloud

  Mingxin Li, Enge Song, Yueshang Zuo, Xiaodong Liu, Rong Wen, Qiang Fu, Gianni Antichi, Jian He, Jing Tie, Zhou Shaoand 20 more, Xiaobo Xue, Xiong Xiao, Luyao Zhong, Shaokai Zhang, Jiangu Zhao, Jianyuan Lu, Shize Zhang, Xiaoqing Sun, Changgang Zheng, Zihao Fan, Haonan Li, Tian Pan, Xiaomin Wu, Yang Song, Xing Li, Biao Lyu, Meng Li, Haipeng Dai, Guihai Chen, Shunmin Zhu

  arXiv preprint arXiv:2607.15593

  PAPERBIB

  @misc{li2026scalable,
    title         = {Scalable LLM Agent Tool Access in the Cloud},
    author        = {Li, Mingxin and Song, Enge and Zuo, Yueshang and Liu, Xiaodong and Wen, Rong and Fu, Qiang and Antichi, Gianni and He, Jian and Tie, Jing and Shao, Zhou and Xue, Xiaobo and Xiao, Xiong and Zhong, Luyao and Zhang, Shaokai and Zhao, Jiangu and Lu, Jianyuan and Zhang, Shize and Sun, Xiaoqing and Zheng, Changgang and Fan, Zihao and Li, Haonan and Pan, Tian and Wu, Xiaomin and Song, Yang and Li, Xing and Lyu, Biao and Li, Meng and Dai, Haipeng and Chen, Guihai and Zhu, Shunmin},
    year          = {2026},
    eprint        = {2607.15593},
    archivePrefix = {arXiv},
    primaryClass  = {cs.DC}
  }

• APNet'26 / Scaling LLM Agent Tool Access at Cloud Scale (Poster)

  Mingxin Li, Enge Song, Yueshang Zuo, Xiaodong Liu, Rong Wen, Jian He, Jing Tie, Zhou Shao, Qiang Fu, Xiaobo Xueand 19 more, Xiong Xiao, Luyao Zhong, Shaokai Zhang, Jiangu Zhao, Jianyuan Lu, Shize Zhang, Xiaoqing Sun, Changgang Zheng, Zihao Fan, Haonan Li, Tian Pan, Xiaomin Wu, Yang Song, Xing Li, Biao Lyu, Meng Li, Haipeng Dai, Guihai Chen, Shunmin Zhu

  The 10th Asia-Pacific Workshop on Networking

  PAPERBIB

  @inproceedings{li2026scaling,
    title     = {Scaling LLM Agent Tool Access at Cloud Scale},
    author    = {Li, Mingxin and Song, Enge and Zuo, Yueshang and Liu, Xiaodong and Wen, Rong and He, Jian and Tie, Jing and Shao, Zhou and Fu, Qiang and Xue, Xiaobo and Xiao, Xiong and Zhong, Luyao and Zhang, Shaokai and Zhao, Jiangu and Lu, Jianyuan and Zhang, Shize and Sun, Xiaoqing and Zheng, Changgang and Fan, Zihao and Li, Haonan and Pan, Tian and Wu, Xiaomin and Song, Yang and Li, Xing and Lyu, Biao and Li, Meng and Dai, Haipeng and Chen, Guihai and Zhu, Shunmin},
    booktitle = {The 10th Asia-Pacific Workshop on Networking (APNet)},
    year      = {2026}
  }

• APNet'26 / Rethinking MoE Routing for Commodity GPUs (Poster)

  Meng Li, Siyuan Tong, Mingxin Li, Qingkai Meng, Xiaoliang Wang, Haipeng Dai

  The 10th Asia-Pacific Workshop on Networking

  BIB

  @inproceedings{li2026rethinking,
    title     = {Rethinking MoE Routing for Commodity GPUs},
    author    = {Li, Meng and Tong, Siyuan and Li, Mingxin and Meng, Qingkai and Wang, Xiaoliang and Dai, Haipeng},
    booktitle = {The 10th Asia-Pacific Workshop on Networking (APNet)},
    year      = {2026}
  }

• APNet'26 / Single-Core Hotspots on Your VNF? Break Them Up!

  Changgang Zheng, Bowen Yang, Jin Ke, Ye Yang, Enge Song, Haonan Li, Zihao Fan, Mingxin Li, Yilong Lv, Yisong Qiaoand 8 more, Jun Liang, Donglin Lai, Bengbeng Xue, Yang Song, Xing Li, Rong Wen, Zhigang Zong, Shunmin Zhu

  The 10th Asia-Pacific Workshop on Networking

  BIB

  @inproceedings{zheng2026singlecore,
    title     = {Single-Core Hotspots on Your VNF? Break Them Up!},
    author    = {Zheng, Changgang and Yang, Bowen and Ke, Jin and Yang, Ye and Song, Enge and Li, Haonan and Fan, Zihao and Li, Mingxin and Lv, Yilong and Qiao, Yisong and Liang, Jun and Lai, Donglin and Xue, Bengbeng and Song, Yang and Li, Xing and Wen, Rong and Zong, Zhigang and Zhu, Shunmin},
    booktitle = {The 10th Asia-Pacific Workshop on Networking (APNet)},
    year      = {2026}
  }

• NSDI'26 / CStar Gateway: Augmenting Public Cloud Infrastructure for Heterogeneous Network Function Virtualization

  Haonan Li, Tian Pan, Jin Ke, Baohai Hu, Changgang Zheng, Enge Song, Zhi Xu, Ye Yang, Bowen Yang, Donglin Lai, Yisong Qiao, Bengbeng Xue, Jianyuan Lu, Xiaoqing Sun, Shize Zhang, Zihao Fan, Mingxin Li, Song Yangand 8 more, Jun Liang, Xionglie Wei, Biao Lyu, Rong Wen, Zhigang Zong, Jiao Zhang, Tao Huang, Shunmin Zhu

  The 23rd USENIX Symposium on Networked Systems Design and Implementation

  PAPERBIB

  @inproceedings{li2026cstar,
    title     = {CStar Gateway: Augmenting Public Cloud Infrastructure for Heterogeneous Network Function Virtualization},
    author    = {Li, Haonan and Pan, Tian and Ke, Jin and Hu, Baohai and Zheng, Changgang and Song, Enge and Xu, Zhi and Yang, Ye and Yang, Bowen and Lai, Donglin and Qiao, Yisong and Xue, Bengbeng and Lu, Jianyuan and Sun, Xiaoqing and Zhang, Shize and Fan, Zihao and Li, Mingxin and Yang, Song and Liang, Jun and Wei, Xionglie and Lyu, Biao and Wen, Rong and Zong, Zhigang and Zhang, Jiao and Huang, Tao and Zhu, Shunmin},
    booktitle = {23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI)},
    year      = {2026}
  }

• NSDI'26 / Bifrost: Alibaba's Next-Generation VPC Network with High-Performance Multipath Reliable Transport

  Zihao Fan, Xing Li, Ye Yang, Bo Jiang, Bowen Yang, Yilong Lv, Yuke Hong, Yinian Zhou, Junnan Cai, Jiayue Xu, Yunrui Hu, Zhao Gao, Ke Sun, Yimin Liu, Xiangdong Zhang, Enge Song, Jianyuan Lu, Xiaoqing Sun, Shize Zhang, Haonan Li, Mingxin Li, Changgang Zhengand 6 more, Song Yang, Jun Liang, Biao Lyu, Rong Wen, Zhigang Zong, Shunmin Zhu

  The 23rd USENIX Symposium on Networked Systems Design and Implementation

  PAPERBIB

  @inproceedings{fan2026bifrost,
    title     = {Bifrost: Alibaba's Next-Generation VPC Network with High-Performance Multipath Reliable Transport},
    author    = {Fan, Zihao and Li, Xing and Yang, Ye and Jiang, Bo and Yang, Bowen and Lv, Yilong and Hong, Yuke and Zhou, Yinian and Cai, Junnan and Xu, Jiayue and Hu, Yunrui and Gao, Zhao and Sun, Ke and Liu, Yimin and Zhang, Xiangdong and Song, Enge and Lu, Jianyuan and Sun, Xiaoqing and Zhang, Shize and Li, Haonan and Li, Mingxin and Zheng, Changgang and Yang, Song and Liang, Jun and Lyu, Biao and Wen, Rong and Zong, Zhigang and Zhu, Shunmin},
    booktitle = {23rd USENIX Symposium on Networked Systems Design and Implementation (NSDI)},
    year      = {2026}
  }

• TKDE'24 / A Survey of Multi-Dimensional Indexes: Past and Future Trends

  Mingxin Li, Hancheng Wang, Haipeng Dai, Meng Li, Chengliang Chai, Rong Gu, Feng Chen, Zhiyuan Chen, Shuaituan Li, Qizhi Liuand 1 more, Guihai Chen

  IEEE Transactions on Knowledge and Data Engineering, Volume 36, Issue 8

  PAPERBIB

  @article{li2024survey,
    title     = {A Survey of Multi-Dimensional Indexes: Past and Future Trends},
    author    = {Li, Mingxin and Wang, Hancheng and Dai, Haipeng and Li, Meng and Chai, Chengliang and Gu, Rong and Chen, Feng and Chen, Zhiyuan and Li, Shuaituan and Liu, Qizhi and Chen, Guihai},
    journal   = {IEEE Transactions on Knowledge and Data Engineering},
    volume    = {36},
    number    = {10},
    pages     = {4860--4884},
    year      = {2024},
    doi       = {10.1109/TKDE.2024.3364183}
  }

• BlockSys'22 / Latency Analysis for Raft Consensus on Hyperledger Fabric

  Xuefeng Piao, Mingxin Li, Fanchao Meng, Huihui Song

  The 4th International Conference on Blockchain and Trustworthy Systems

  PAPERBIB

  @inproceedings{piao2022latency,
    title     = {Latency Analysis for Raft Consensus on Hyperledger Fabric},
    author    = {Piao, Xuefeng and Li, Mingxin and Meng, Fanchao and Song, Huihui},
    booktitle = {International Conference on Blockchain and Trustworthy Systems (BlockSys)},
    pages     = {163--176},
    year      = {2022},
    publisher = {Springer},
    doi       = {10.1007/978-981-19-8043-5_12}
  }

Teaching Assistant

• Introduction to Databases Fall, 2024
• Distributed Networks Fall, 2023

Awards and Grants

• Postgraduate Research & Practice Innovation Program (¥15K) 2025
• Excellent Graduate Student 2024
• Jiangsu Financial Leasing Scholarship 2024
• Presidential Special Scholarship (¥20K) 2022
• Excellent Student Scholarship 2021, 2020, 2019
• National Scholarship (Top 0.2%) 2019