Peizhuang Cong

Peizhuang Cong

Postdoc at PKU

About me

I am a Postdoctoral Researcher at the School of Computer Science, Peking University (collaborated with Prof. Tong Yang). I received my Ph.D. from State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), co-advised by Prof. Wendong Wang and Prof. Yuchao Zhang.

  • Research Interests: LLM, next generation network architecture, network protocol, etc.
  • Email: congpeizhuang AT pku.edu.cn
  • Address: Peking University, No. 5 Yiheyuan Road, Haidian District, Beijing, China.

News:

  • [04/2025](Paper): MICO was accepted by SCIS.
  • [01/2025](Paper): BATON was accepted by WWW’25.
  • [06/2024](Award): We ware awarded Huawei Spark: MoE Expert Load Prediction.
  • [04/2024](Paper): Our paper ROND was accepted by CoNEXT’24.
  • [07/2023](Paper): M-DIT was accepted by IoTJ.
  • [06/2023](Degree): I defended my PhD thesis👨🏻‍🎓.
  • [04/2023](Award): I was awarded Outstanding Graduate of Beijing.
  • [04/2023](Award): I was awarded Outstanding Graduate of BUPT.
  • [03/2023](Paper): Our paper Grandet was accepted by IWQoS’23.
  • [02/2023](Paper): SOHO-FL was accepted by IEEE Network.
  • [10/2022](Award): I was awarded the National Scholarship for Doctoral Students.
  • [05/2022](Paper): A&B was accepted by JSAC.

Selected Publications: (Full Publications)

  • [WWW] BATON: Enhancing Batch-wise Inference Efficiency for Large Language Models via Dynamic Re-batching.
    Peizhuang Cong, Qizhi Chen, Haochen Zhao, Tong Yang.
    The Web Conference (WWW), 2025 (CCF A).

  • [SCIS] MICO: Efficient Query Scheduling for Multi-Cloud Deployed LLM Inference Service.
    Peizhuang Cong, Tong Yang, Yuchao Zhang, Wendong Wang, Ke Xu.
    SCIENCE CHINA Information Sciences (SCIS), 2025 (CCF A, JCR Q1).

  • [JSAC] A&B: AI and Block-based TCAM Entries Replacement Scheme for Routers.
    Peizhuang Cong, Yuchao Zhang, Bin Liu, Wendong Wang, Zehui Xiong, Ke Xu.
    IEEE Journal on Selected Areas in Communications (JSAC), 2022 (CCF A, JCR Q1).

  • [IoTJ] DIT and Beyond: Inter-domain Routing with Intra-domain Awareness for IIoT.
    Peizhuang Cong, Yuchao Zhang, Lei Wang, Wendong Wang, Xiangyang Gong, Tong Yang, Dan Li, Ke Xu.
    IEEE Internet of Things Journal (IoTJ), 2023 (JCR Q1).

  • [NET-M] SOHO-FL: A Fast Reconvergent Intra-domain Routing Scheme Using Federated Learning.
    Peizhuang Cong, Yuchao Zhang, Wendong Wang, Ke Xu.
    IEEE Network, 2023 (JCR Q1).

Last updated: Apr. 2025