Introduction to Our Research Topics (研究紹介)

最近の学位論文の題名一覧はこちらを見てください.

You can see recent thesis titles here.

On-going topics

Task parallelism on GPU by Yuki MAEDA#HPC#GPU#parallelism#performance-optimization
Flexible and Efficient GPU-ready PGAS Runtime System by Sosuke Hosokawa#HPC#GPU#programming-language#parallel
Analysis on Cerebras Wafer Scale Engine through Cross-entropy loss function by Yuri TAKIGAWA#HPC#AI-hardware#performance-optimization
Memory Optimization and Performance Acceleration in CPU–GPU Co-Coupled Architecture by Junichiro TAKAHASHI#HPC#GPU#memory-management#Pytorch
Mechanistic Interpretability by Yoshihiro IZAWA#deep-learning#interpretability
Next POI prediction by Xiaohang XU#ML#spatial-temporal#data-mining
Time-series forecasting by Haotian GAO#ML#spatial-temporal#data-mining
Performance analysis and acceleration methods for Kolmogorov–Arnold Networks by Shuhao CUI#deep-learning#interpretability#performance-optimization