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09/01/2023
PolyGET: Accelerating Polymer Simulations by Accurate and Generalizable Forcefield with Equivariant Transformer
Polymer simulation with both accuracy and efficiency is a challenging ta...
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08/09/2022
Learning to Improve Code Efficiency
Improvements in the performance of computing systems, driven by Moore's ...
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02/11/2022
Learning Temporal Rules from Noisy Timeseries Data
Events across a timeline are a common data representation, seen in diffe...
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10/02/2021
ProTo: Program-Guided Transformer for Program-Guided Tasks
Programs, consisting of semantic and structural information, play an imp...
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08/24/2021
Graph Contrastive Pre-training for Effective Theorem Reasoning
Interactive theorem proving is a challenging and tedious process, which ...
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05/26/2021
BioNavi-NP: Biosynthesis Navigator for Natural Products
Nature, a synthetic master, creates more than 300,000 natural products (...
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04/25/2021
Speeding up Computational Morphogenesis with Online Neural Synthetic Gradients
A wide range of modern science and engineering applications are formulat...
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03/22/2021
How to Design Sample and Computationally Efficient VQA Models
In multi-modal reasoning tasks, such as visual question answering (VQA),...
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06/29/2020
Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search
Retrosynthetic planning is a critical task in organic chemistry which id...
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06/01/2019
GLAD: Learning Sparse Graph Recovery
Recovering sparse conditional independence graphs from data is a fundame...
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02/28/2019