JA EN

Research

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 and Zheng Dong#ML#spatial-temporal#data-mining
Performance analysis and acceleration methods for Kolmogorov–Arnold Networks by Shuhao Cui#deep-learning#interpretability#performance-optimization
Differential Privacy by Naoto Goto#ML#privacy#programming-language