Langwen Huang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Ensemble Methods

Weather Forecast

Network Latency

Top Venues

Publications

Langwen Huang, Lukas Gianinazzi, Yuejiang Yu, Peter D. Düben, Torsten Hoefler
DiffDA: a diffusion model for weather-scale data assimilation. CoRR (2024)
Lukas Gianinazzi, Alexandros Nikolaos Ziogas, Langwen Huang, Piotr Luczynski, Saleh Ashkboosh, Florian Scheidl, Armon Carigiet, Chio Ge, Nabil Abubaker, Maciej Besta, Tal Ben-Nun, Torsten Hoefler
Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication. PPoPP (2024)
Lukas Gianinazzi, Alexandros Nikolaos Ziogas, Langwen Huang, Piotr Luczynski, Saleh Ashkboos, Florian Scheidl, Armon Carigiet, Chio Ge, Nabil Abubaker, Maciej Besta, Tal Ben-Nun, Torsten Hoefler
Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication. CoRR (2024)
Siyuan Shen, Langwen Huang, Marcin Chrapek, Timo Schneider, Jai Dayal, Manisha Gajbe, Robert Wisniewski, Torsten Hoefler
LLAMP: Assessing Network Latency Tolerance of HPC Applications with Linear Programming. CoRR (2024)
Langwen Huang, Torsten Hoefler
Compressing multidimensional weather and climate data into neural networks. ICLR (2023)
Langwen Huang, Torsten Hoefler
Compressing multidimensional weather and climate data into neural networks. CoRR (2022)
Saleh Ashkboos, Langwen Huang, Nikoli Dryden, Tal Ben-Nun, Peter Dueben, Lukas Gianinazzi, Luca Kummer, Torsten Hoefler
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts. NeurIPS (2022)
Saleh Ashkboos, Langwen Huang, Nikoli Dryden, Tal Ben-Nun, Peter Dueben, Lukas Gianinazzi, Luca Kummer, Torsten Hoefler
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast. CoRR (2022)