Yongseok Soh

According to our database, Yongseok Soh authored at least 6 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation.

Jan Laukemann, Ahmed E. Helal, S. Isaac Geronimo Anderson, Fabio Checconi, Yongseok Soh, Jesmin Jahan Tithi, Teresa M. Ranadive, Brian J. Gravelle, Fabrizio Petrini, Jee W. Choi

CoRR, 2024

Accelerated Constrained Sparse Tensor Factorization on Massively Parallel Architectures.

Yongseok Soh, Ramakrishnan Kannan, Piyush Sao, Jee W. Choi

Proceedings of the 53rd International Conference on Parallel Processing, 2024

2023

Dynamic Tensor Linearization and Time Slicing for Efficient Factorization of Infinite Data Streams.

Yongseok Soh, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

Efficient, out-of-memory sparse MTTKRP on massively parallel architectures.

Andy Nguyen, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Yongseok Soh, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

2021

High Performance Streaming Tensor Decomposition.

Yongseok Soh, Patrick Flick, Xing Liu, Shaden Smith, Fabio Checconi, Fabrizio Petrini, Jee W. Choi

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

2012

Superpixel-based depth image super-resolution.

Yongseok Soh, Jae-Young Sim, Chang-Su Kim, Sang-Uk Lee

Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications II, 2012