Wen Song
- NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem
2021/10/15 by Liang Xin, Wen Song, Xin, Liang +5 · 13 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Transportation and Mobility Innovations #Vehicle License Plate Recognition #Vehicle Routing Optimization Methods
- Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning
2020/10/23 by Cong Zhang, Zhang, Cong, Wen Song +9 · 12 citations
Engineering · Computer Science · #Scheduling and Optimization Algorithms #Advanced Manufacturing and Logistics Optimization #Optimization and Search Problems
- Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer
2021/10/06 by Yining Ma, Jingwen Li, Ma, Yining +11 · 11 citations
Engineering · Computer Science · #Vehicle Routing Optimization Methods #Metaheuristic Optimization Algorithms Research #Optimization and Packing Problems
- Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems
2020/12/19 by Liang Xin, Wen Song, Xin, Liang +5 · 11 citations
Engineering · #Vehicle Routing Optimization Methods #Assembly Line Balancing Optimization
- Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks
2023/06/01 by Jierun Chen, Shiu-hong Kao, Hao He +4 · 10 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Sparse and Compressive Sensing Techniques #Image Enhancement Techniques
- MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
2024/05/02 by Jianan Zhou, Zhiguang Cao, Zhou, Jianan +11 · 13 citations
Engineering · Computer Science · #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods #Multi-Agent Systems and Negotiation
- Steering Rectified Flow Models in the Vector Field for Controlled Image Generation
2024/11/27 by Maitreya Patel, Patel, Maitreya, Wen Song +5 · 15 citations
Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reservoir Engineering and Simulation Methods
- Learning Large Neighborhood Search Policy for Integer Programming
2021/11/01 by Yaoxin Wu, Wu, Yaoxin, Wen Song +5 · 6 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
- Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
2023/05/31 by Jianan Zhou, Zhou, Jianan, Yaoxin Wu +7 · 9 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Vehicle License Plate Recognition #Vehicle Routing Optimization Methods
- Learning to Handle Complex Constraints for Vehicle Routing Problems
2024/10/28 by Jieyi Bi, Bi, Jieyi, Yining Ma +11 · 5 citations
Engineering · #Advanced Manufacturing and Logistics Optimization #Vehicle Routing Optimization Methods
- Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning
2022/09/13 by Rongkai Zhang, Cong Zhang, Zhang, Rongkai +13 · 1 citation
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Transportation and Mobility Innovations #Urban and Freight Transport Logistics #Vehicle Routing Optimization Methods
- Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling
2022/11/20 by Cong Zhang, Zhang, Cong, Zhiguang Cao +6 · 1 citation
Engineering · #Scheduling and Optimization Algorithms
- Generalizable Heuristic Generation Through LLMs with Meta-Optimization
2025/05/27 by Jianan Zhou, Shi, Yiding, 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, Zhang, Cong, Zhiguang Cao +7 · 1 citation
Engineering · #Scheduling and Optimization Algorithms #Advanced Manufacturing and Logistics Optimization
- CLE19 suppresses brassinosteroid signaling output via the BSL‐BIN2 module to maintain BES1 activity and pollen exine patterning in <i>Arabidopsis</i>
2025/08/28 by Shuangshuang Wang, Shiting Zhang, Ying Yu +14 · 2 voices · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Photosynthetic Processes and Mechanisms #Plant Molecular Biology Research #Plant Reproductive Biology
- LaT: LLM-as-Trainer for Multi-Task Vehicle Routing Solvers
2026/07/20 by Yang Wang, Ya-Hui Jia, Wei-Neng Chen +3
#cs.AI