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Yining Ma

SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy

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Jun 11, 2025
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MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization

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May 23, 2025
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DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization

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May 23, 2025
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Real-world Troublemaker: A 5G Cloud-controlled Track Testing Framework for Automated Driving Systems in Safety-critical Interaction Scenarios

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Feb 23, 2025
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Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling

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Feb 18, 2025
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Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement Learning

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Jan 01, 2025
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ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning

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Dec 10, 2024
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Learning to Handle Complex Constraints for Vehicle Routing Problems

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Oct 28, 2024
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Hierarchical Neural Constructive Solver for Real-world TSP Scenarios

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Aug 07, 2024
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MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts

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May 02, 2024
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