COMPASSLAB | Seungtae Lee

Members

Seungtae Lee

Researcher

Research Interests

AI Optimization

Professional Experiences

2022
-
2024
Master's degree at Sungkyunkwan University

Related Publications

Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression

Proceedings of the 15th Asian Conference on Machine Learning (ACML), 11 Nov 2023

SparseFT: Sparsity-aware Fault Tolerance for Reliable CNN Inference on GPUs

2023 32nd International Conference on Parallel Architectures and Compilation Techniques (PACT) (Poster), 21 Oct 2023

In-Cache Processing with Power-of-Two Quantization for Fast CNN Inference on CPUs

2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), 25 Jun 2023