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Ke Xue

Monte Carlo Tree Search based Space Transfer for Black-box Optimization

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Dec 10, 2024
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Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer

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Dec 10, 2024
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Offline Model-Based Optimization by Learning to Rank

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Oct 15, 2024
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Neural Solver Selection for Combinatorial Optimization

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Oct 13, 2024
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Offline Multi-Objective Optimization

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Jun 06, 2024
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Quality-Diversity with Limited Resources

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Jun 06, 2024
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Escaping Local Optima in Global Placement

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Feb 28, 2024
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Reinforced In-Context Black-Box Optimization

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Feb 27, 2024
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Quality-Diversity Algorithms Can Provably Be Helpful for Optimization

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Jan 19, 2024
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Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density Estimation

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Dec 21, 2023
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