Hi, this is Qiqi! Iβm currently a Doctor of Philosophy (PhD) candidate in Computer Science at the Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University. I earned my Master of Engineering in Software Engineering from Shanghai Jiao Tong University between September 2020 and March 2023, advised by Prof. Jianguo Yao. Previously, I obtained my Bachelor of Engineering in Software Engineering from Nanjing University, graduating in 2020 after commencing my studies in 2016.
My research interests includes System Optimization for Artificial Intelligence and High-Performance Computation (HPC). Notably, my work on uncovering the structured sparsity patterns within Large Language Models (LLMs) and accelerating Mixture-of-Experts (MoE) models through Sparse Tensor Cores has been accepted by EuroSys 2025. Additionally, I am currently engaged in researching methods to accelerate LLM Systems using emerging hardware technologies.
π Publications
- [EuroSysβ25] Chenpeng Wu*, Qiqi Gu*, Heng Shi, Jianguo Yao, and Haibing Guan. Samoyeds: Accelerating MoE Models with Structured Sparsity Leveraging Sparse Tensor Cores, in Proceedings of the Twentieth European Conference on Computer Systems. 2025: 293-310.
π Educations
- 2023.04 - now, Doctor of Philosophy (PhD), Computer Science, Shanghai Jiao Tong University.
- 2020.09 - 2023-03, Master of Engineering, Software Engineering, Shanghai Jiao Tong University.
- 2016.09 - 2020.06, Bachelor of Engineering, Software Engineering, Nanjing University.