Emerging Parallel Computing Center (EPCC), Shanghai Jiao Tong University, supervised by Prof. Quan Chen. My research interests lie in optimizing AI systems on modern hardware (GPU/NPU), leveraging techniques including scheduling/compiling/resource-managing. I expect to enter the job market in 2025 and am currently seeking a position in academia or industry to contribute to the advancement of future compute systems. My CV is here. Feel free to email me if you are interested.

Publications

• EuroSys 2025
   Shulai Zhang, Quan Chen, Weihao Cui, Han Zhao, Chunyu Xue, Zhen Zheng, Wei Lin, Minyi Guo. Improving GPU Sharing Performance through Adaptive Bubbleless Spatial-Temporal Sharing.
• SoCC 2023
   Binghao Chen, Han Zhao, Weihao Cui, Yifu He, Shulai Zhang, Quan Chen, Zijun Li, Minyi Guo. Maximizing the Utilization of GPUs Used by Cloud Gaming through Adaptive Co-location with Combo.
• ICS 2022
   Shulai Zhang, Weihao Cui, Quan Chen, Zhengnian Zhang, Yue Guan, Jingwen Leng, Chao Li, Minyi Guo. PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences.
• ICPP 2021
   Shulai Zhang, Zirui Li, Quan Chen, Wenli Zheng, Jingwen Leng, Minyi Guo. Dubhe: Towards data unbiasedness with homomorphic encryption in federated learning client selection.
• ICASSP 2020
   Shulai Zhang, Xiaoli Ma. A General Difficulty Control Algorithm for Proof-of-Work Based Blockchains.
• SPAWC 2020
   Kaiwen Zheng, Shulai Zhang, Xiaoli Ma. Difficulty Prediction for Proof-of-Work Blockchains.
• Globecom 2019
   Shulai Zhang, Meixia Tao, Zhiyong Chen. Exploiting Caching and Prediction to Promote User Experience for a Real-time Wireless VR Service.

Projects

• 2024, Performance isolation tools for multi-tenant NPU, Institute of Computing Technology, Chinese Academy of Sciences.
• 2023, Kernel-space virtualization for GPU sharing, Lenovo.
• 2023, Resource management and compilation co-design to optimize AI model performance, Alibaba Group.

Experiences

• 2024.07 - Now, Research Intern - ByteDance.
• 2020.06 - 2020.10, Research Intern - Agora.
• 2019.07 - 2020.05, Research Intern - Georgia Institute of Technology.
• 2016.09 - 2020.06, Bachelor - Information Engineering, Shanghai Jiao Tong University.