A Q-Learning Based Hybrid Meta-Heuristic for Integrated Scheduling of Disassembly and Reprocessing Processes Considering Product Structures and Stochasticity.

[BibT_eX]

[DOI]

Fuquan Wang

Yaping Fu

Kaizhou Gao

Yaoxin Wu

Song Gao

Complex Syst. Model. Simul., 2024

UNCO: Towards Unifying Neural Combinatorial Optimization through Large Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Learning to Handle Complex Constraints for Vehicle Routing Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Collaboration! Towards Robust Neural Methods for Routing Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

MGMatch: Fast Matchmaking with Nonlinear Objective and Constraints via Multimodal Deep Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Cross-Problem Learning for Solving Vehicle Routing Problems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Synthetic Data Augmentation for Infrared Small Target Detection via Exploring Frequency Components and Targets Prior.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Collaborative Deep Reinforcement Learning for Solving Multi-Objective Vehicle Routing Problems.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Neural Airport Ground Handling.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., December, 2023

Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Deep Reinforcement Learning for UAV Routing in the Presence of Multiple Charging Stations.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., May, 2023

Instance-specific algorithm configuration via unsupervised deep graph clustering.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

Hypergrah-Enhanced Dual Convolutional Network for Bundle Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-view graph contrastive learning for solving vehicle routing problems.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Omni-generalizable Neural Methods for Vehicle Routing Problems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

Neural combinatorial optimization: from routing to integer programming

[BibT_eX]

[DOI]

Yaoxin Wu

PhD thesis, 2022

Learning Improvement Heuristics for Solving Routing Problems.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Graph Learning Assisted Multi-Objective Integer Programming.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Scenario Representation for Solving Two-stage Stochastic Integer Programs.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

NASPY: Automated Extraction of Automated Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning to Solve Routing Problems via Distributionally Robust Optimization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Learning Large Neighborhood Search Policy for Integer Programming.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

An Accurate Solution to the Cardinality-Based Punctuality Problem.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2020

2019

Learning Improvement Heuristics for Solving the Travelling Salesman Problem.

[BibT_eX]

[DOI]

CoRR, 2019

2016

Improving the performance of arrival on time in stochastic shortest path problem.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Yaoxin Wu

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