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04/22/2023
Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction
Due to the sheer size of software logs, developers rely on automated tec...
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04/09/2022
Distributed Evolution Strategies for Black-box Stochastic Optimization
This work concerns the evolutionary approaches to distributed stochastic...
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11/22/2021
A Surrogate Objective Framework for Prediction+Optimization with Soft Constraints
Prediction+optimization is a common real-world paradigm where we have to...
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05/29/2021
Hashing-Accelerated Graph Neural Networks for Link Prediction
Networks are ubiquitous in the real world. Link prediction, as one of th...
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04/23/2020
COVID-19 Chest CT Image Segmentation – A Deep Convolutional Neural Network Solution
A novel coronavirus disease 2019 (COVID-19) was detected and has spread ...
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02/27/2020
Improving the Performance of Stochastic Local Search for Maximum Vertex Weight Clique Problem Using Programming by Optimization
The maximum vertex weight clique problem (MVWCP) is an important general...
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02/04/2014
