Shuaipeng Wu

Shuaipeng Wu

SUSTech & SIAT

I am a master’s student in Computer Technology at the Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, jointly trained at Southern University of Science and Technology (SUSTech) with Prof. Kejiang Ye. I received my bachelor’s degree from Shandong University in 2023.

My research focuses on Cloud Computing, Operating Systems, and LLM Systems. In the future, I will be working in the field of AI Compilers.

🔥 News

  • 2025.10:  🎉🎉 Our paper “Understanding Diffusion Model Serving in Production: A Top-Down Analysis of Workload, Scheduling, and Resource Efficiency” has been accepted by ACM SoCC 2025!

📝 Publications

  • Wu S, Lin Y, Peng S, Chen W, Ma C, Shen M, Chen L, Xu C, Ye K. ROCK: Serving Multimodal Model in Cloud with Heterogeneous-Aware Resource Orchestration for Thousands of LoRA Adapters. IEEE CLUSTER 2025

  • Lin Y, Peng S, Wu S, Li Y, Lu C, Xu C, Ye K. Serving LLM in Distributed GPU Cluster With Fine-Grain Pipeline Constraints. IEEE Transactions on Services Computing (TSC), 2025

  • Lin Y, Wu S, et al. Understanding Diffusion Model Serving in Production: A Top-Down Analysis of Workload, Scheduling, and Resource Efficiency. ACM SoCC 2025

  • Lin Y, Peng S, Wu S, Li Y, Lu C, Xu C, Ye K. Planck: Optimizing LLM Inference Performance in Pipeline Parallelism with Fine-Grained SLO Constraint. IEEE ICWS 2024

  • Wu S, Yuan C, Ye K. A Multi-Stage Spike Stream Processing and Image Reconstruction Method for Industrial Applications. IEEE TrustCom 2024

  • Yuan C, Wu S, Ye K. YOLO-Arc: An Improved Arc Detection Algorithm for Spike Camera Imaging in Industrial Scenes. CEII 2024

  • Chen J, Lin Y, Peng S, Wu S, Kent K, Dai H, Ye K, Wang Y. Understanding Serverless Inference in Mobile-Edge Networks: A Benchmark Approach. IEEE Transactions on Cloud Computing (TCC), 2025

📖 Educations

  • 2023.09 - 2026.06, M.Eng. in Computer Technology, Southern University of Science and Technology - Shenzhen Institute of Advanced Technology (Joint Training Program), Shenzhen, China.
  • 2019.09 - 2023.06, B.Eng. in Software Engineering, School of Software, Shandong University, Jinan, China.

💻 Internships