Tianyu Guo (郭天宇)
E-mail : guoty9[at]mail2.sysu.edu.cn
About
I’m a second-year PH.D. student of Computer Science and Technology at Sun Yat-Sen University advised by Assoc. Prof. Xianwei Zhang. I completed bachelor degree at Xidian University. My reasearch insterest lies in GPU architecture, HPC and LLM inference. Check out my resume for more details.
Publications
- Tianyu Guo, Xuanteng Huang, Kan Wu, Xianwei Zhang and Nong Xiao, SMILE: LLC-based Shared Memory Expansion to Improve GPU Thread Level Parallelism, The 61st ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, United States, June 2024.
Experience
Research (LLM Inference) intern at Tencent [2024]
Teaching Assistant of “SYSU-DCS3013 : Computer Architecture” [2022f]
release SYSU-ARCH LAB
Projects
Presentations & HW & Dissertation
DAC’24 SMILE “SMILE: LLC-based Shared Memory Expansion to Improve GPU Thread Level Parallelism”
Weekly Sharing CrossKV “CrossKV: Reuse KV Cache Across Requests”
Weekly Paper Sharing SC23 “Frontier: Exploring Exascale”
Weekly Paper Sharing MLSYS23 “AUTOSCRATCH: ML-OPTIMIZED CACHE MANAGEMENT FOR INFERENCE-ORIENTED GPUS”
Weekly Paper Sharing HPCA23 “DIMM-Link: Enabling Efficient Inter-DIMM Communication for Near-Memory Processing”
AI final Homework “A Convolutional Neural Network Framework support on CPU and GPU”
Bachelor’s dissertation “General Computing optimization for GPU based on Cache management”
Tianyu Guo (郭天宇)