I am a Year 4 undergraudte computer science student at The Hong Kong University of Science and Technology (HKUST). I am fortunate to be advised by Prof. Yufei Ding at UCSD, Prof. Celine Lin at Gatech, and Prof. Wei Wang at HKUST during my undergraduate study.

My research interests are primarily in general system area. My past research experience focuses on ML system that includes system for DLRM and/or GNN.

CV.

Publication

• Minchen Yu, Ao Wang, Dong Chen, Haoxuan Yu, Xiaonan Luo, Zhuohao Li, Wei Wang, Ruichuan Chen, Dapeng Nie, Haoran Yang, “FaaSwap: SLO-Aware, GPU-Efficient Serverless Inference via Model Swapping”, (Under review)

Projects

• Designing a CXL-GPU Heterogeneous Memory-Tiered System for DLRM, Advisor: Prof. Yufei Ding
• Variance Reduction for Boundary Nodes Sampling (VR-BNS) for Full-Graph Training, Advisor: Prof. Yingyan Lin
• FaaSwap: SLO-Aware, GPU-Efficient Serverless Inference via Model Swapping, Advisor: Prof. Wei Wang