119 citations
- Tsinghua UniversityCN7 papers
- Zhejiang LabCN3 papers
- Inner Mongolia University of Finance and EconomicsCN2 papers
- PLA Information Engineering UniversityCN2 papers
- Academy of Mathematics and Systems ScienceCN1 paper
- Central China Normal UniversityCN1 paper
- Centre de GéosciencesFR1 paper
- Chinese Academy of SciencesCN1 paper
- Deutscher WetterdienstDE1 paper
- Fudan UniversityCN1 paper
- Hong Kong Polytechnic UniversityHK1 paper
- Hunan Normal UniversityCN1 paper
13 papers
Intercomparison of a High-Resolution Regional Climate Model Ensemble for Catchment-Scale Water Cycle Processes under Human Influence
J. L. Roque, F. Da Silva Lopes, J. A. Giles +8
Understanding regional hydroclimatic variability and its drivers is essential for anticipating the impacts of climate change on water resources and sustainability. Yet, considerabl…
HARP: Orchestrating Automated Parallel Training on Heterogeneous GPU Clusters
Antian Liang, Zhigang Zhao, Kai Zhang +6
With the rapid evolution of GPU architectures, the heterogeneity of model training infrastructures is steadily increasing. In such environments, effectively utilizing all available…
VFLAIR-LLM: A Comprehensive Framework and Benchmark for Split Learning of LLMs
Zixuan Gu, Qiufeng Fan, Long Sun +2
With the advancement of Large Language Models (LLMs), LLM applications have expanded into a growing number of fields. However, users with data privacy concerns face limitations in…
Validating quantum-supremacy experiments with exact and fast tensor network contraction
Yong Liu, Yaojian Chen, Chu Guo +11
The quantum supremacy experiment, such as Google Sycamore [Nature \textbf{574}, 505 (2019)], poses great challenge for classical verification due to the exponentially-increasing co…
A Fast Algorithm for Onboard Atmospheric Powered Descent Guidance
Yushu Chen, Guangwen Yang, Lu Wang +3
Atmospheric powered descent guidance can be solved by successive convexification; however, its onboard application is impeded by the sharp increase in computation caused by nonline…
Lifetime-based Optimization for Simulating Quantum Circuits on a New Sunway Supercomputer
Yaojian Chen, Yong Liu, Xinmin Shi +8
High-performance classical simulator for quantum circuits, in particular the tensor network contraction algorithm, has become an important tool for the validation of noisy quantum…