Yongseok Soh

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 6

Top Topics

Massively Parallel

Tensor Decomposition

Multiple Data Streams

Top Venues

Publications

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
Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation. CoRR (2024)
Yongseok Soh, Ramakrishnan Kannan, Piyush Sao, Jee W. Choi
Accelerated Constrained Sparse Tensor Factorization on Massively Parallel Architectures. ICPP (2024)
Yongseok Soh, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi
Dynamic Tensor Linearization and Time Slicing for Efficient Factorization of Infinite Data Streams. IPDPS (2023)
Andy Nguyen, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Yongseok Soh, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi
Efficient, Out-of-Memory Sparse MTTKRP on Massively Parallel Architectures. CoRR (2022)
Andy Nguyen, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Yongseok Soh, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi
Efficient, out-of-memory sparse MTTKRP on massively parallel architectures. ICS (2022)
Yongseok Soh, Patrick Flick, Xing Liu, Shaden Smith, Fabio Checconi, Fabrizio Petrini, Jee W. Choi
High Performance Streaming Tensor Decomposition. IPDPS (2021)
Yongseok Soh, Jae-Young Sim, Chang-Su Kim, Sang-Uk Lee
Superpixel-based depth image super-resolution. Three-Dimensional Image Processing (3DIP) and Applications (2012)