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08/17/2023
On Data Imbalance in Molecular Property Prediction with Pre-training
Revealing and analyzing the various properties of materials is an essent...
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08/16/2023
Is Self-Supervised Pretraining Good for Extrapolation in Molecular Property Prediction?
The prediction of material properties plays a crucial role in the develo...
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03/27/2022
mdx: A Cloud Platform for Supporting Data Science and Cross-Disciplinary Research Collaborations
The growing amount of data and advances in data science have created a n...
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01/18/2021
Time-Efficient and High-Quality Graph Partitioning for Graph Dynamic Scaling
The dynamic scaling of distributed computations plays an important role ...
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06/10/2020
Global Data Science Project for COVID-19 Summary Report
This paper aims at providing the summary of the Global Data Science Proj...
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12/30/2019
Performance Evaluation of Dynamic Scaling on MPI
Dynamic scaling aims to elastically change the number of processes durin...
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08/16/2019