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Yufei Kuang

Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming

Apr 19, 2024
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Machine Learning Insides OptVerse AI Solver: Design Principles and Applications

Jan 17, 2024
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State Sequences Prediction via Fourier Transform for Representation Learning

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Oct 24, 2023
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Promoting Generalization for Exact Solvers via Adversarial Instance Augmentation

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Oct 22, 2023
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Accelerate Presolve in Large-Scale Linear Programming via Reinforcement Learning

Oct 18, 2023
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Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model

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Feb 01, 2023
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Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization

Dec 20, 2021
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