Euhyun Moon | Interests Machine Learning and High Performance Computing Lab Machine Learning Systems Lab |
Research Interests Parallel and Distributed Deep Learning Developing parallel and distributed algorithms for accelerating training of a large-scale Deep Learning model in distributed-memory systems and shared-memory multiprocessor platforms Optimization of Deep Learning Kernels on GPUs Developing data-locality enhanced matrix/tensor computations, such as GEMM, SpMM, SpGEMM, Convolution and Tensor Contraction, and a lightweight Deep Learning model by pruning, compression and sparsification Deep Learning and Applications Developing Deep Learning models for recommender systems, healthcare systems, activity recognition, and anomaly Detection | |
