Yaoxin Wu
- Learning Improvement Heuristics for Solving Routing Problems
2019/12/12 by Yaoxin Wu, Wen Song, Wu, Yaoxin +7 · 19 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Vehicle Routing Optimization Methods
- MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
2024/05/02 by Jianan Zhou, Zhou, Jianan, Zhiguang Cao +11 · 16 citations
Engineering · Computer Science · #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods #Multi-Agent Systems and Negotiation
- Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
2023/05/31 by Jianan Zhou, Zhou, Jianan, Yaoxin Wu +7 · 12 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Vehicle License Plate Recognition #Vehicle Routing Optimization Methods
- Learning Large Neighborhood Search Policy for Integer Programming
2021/11/01 by Yaoxin Wu, Wen Song, Wu, Yaoxin +5 · 7 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Vehicle Routing Optimization Methods
- Learning to Solve Routing Problems via Distributionally Robust Optimization
2022/02/15 by Yuan Jiang, Yaoxin Wu, Jiang, Yuan +5 · 6 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning and ELM #Text and Document Classification Technologies
- Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
2023/10/22 by Jinbiao Chen, Zizhen Zhang, Chen, Jinbiao +11 · 4 citations
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Resource-Constrained Project Scheduling
- Learning to Handle Complex Constraints for Vehicle Routing Problems
2024/10/28 by Jieyi Bi, Bi, Jieyi, Yining Ma +11 · 6 citations
Engineering · #Advanced Manufacturing and Logistics Optimization #Vehicle Routing Optimization Methods
- Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation
2025/06/10 by Mingfeng Fan, Jianan Zhou, Fan, Mingfeng +9 · 3 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Constraint Satisfaction and Optimization #Reinforcement Learning in Robotics
- Generalizable Heuristic Generation Through LLMs with Meta-Optimization
2025/05/27 by Shi, Yiding, Jianan Zhou, Wen Song +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Topic Modeling
- Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem
2024/02/27 by Cong Zhang, Zhiguang Cao, Zhang, Cong +7 · 1 citation
Engineering · #Scheduling and Optimization Algorithms #Advanced Manufacturing and Logistics Optimization
- Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization
2024/08/22 by Xia Jiang, Yaoxin Wu, Jiang, Xia +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement Learning
2025/01/01 by Qi Li, Li, Qi, Zhiguang Cao +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
- MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver
2025/06/03 by Fu Luo, Zheng, Yuepeng, Luo, Fu +6 · 3 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Vehicle License Plate Recognition