Neural combinatorial optimization: from routing to integer programming

由 Wu, Yaoxin
出版 2022

Learning to solve routing problems via distributionally robust optimization

由 YUAN, Jiang, WU, Yaoxin, CAO, Zhiguang
出版 2022

Multi-view graph contrastive learning for solving vehicle routing problems

由 JIANG, Yuan, CAO, Zhiguang, WU, Yaoxin, ZHANG, Jie
出版 2023

Learning large neighborhood search policy for integer programming

由 WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie
出版 2021

Learning scenario representation for solving two-stage stochastic integer programs

由 WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie
出版 2022

Solving two-stage stochastic integer programs via representation learning

由 WU, Yaoxin, CAO, Zhiguang, SONG, Wen, ZHANG, Yingqian
出版 2025

NASPY: automated extraction of automated machine learning models

由 Lou, Xiaoxuan, Guo, Shangwei, Li, Jiwei, Wu, Yaoxin, Zhang, Tianwei
出版 2023

Learning improvement heuristics for solving routing problems

由 WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie, LIM, Andrew
出版 2022

Towards omni-generalizable neural methods for vehicle routing problems

由 ZHOU, Jianan, WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie
出版 2023

Instance-specific algorithm configuration via unsupervised deep graph clustering

由 SONG, Wen, LIU, Yi, CAO, Zhiguang, WU, Yaoxin, LI, Qiqiang
出版 2023

Ensemble-based deep reinforcement learning for vehicle routing problems under distribution shift

由 JIANG, Yuan, CAO, Zhiguang, WU, Yaoxin, SONG, Wen, ZHANG, Jie
出版 2023

Deep reinforcement learning guided improvement heuristic for job shop scheduling

由 ZHANG, Cong, CAO, Zhiguang, SONG, Wen, WU, Yaoxin, ZHANG, Jie
出版 2024

Learning topological representations with bidirectional graph attention network for solving job shop scheduling problem

由 ZHANG, Cong, CAO, Zhiguang, WU, Yaoxin, SONG, Wen, SUN, Jing
出版 2024

Deep reinforcement learning for solving vehicle routing problems with backhauls

由 WANG, Conghui, CAO, Zhiguang, WU, Yaoxin, TENG, Long, WU, Guohua
出版 2024

Multi-type attention for solving multi-depot vehicle routing problems

由 LI, Jinqi, DAI, Bing Tian, NIU, Yunyun, XIAO, Jianhua, WU, Yaoxin
出版 2024

Learning large neighborhood search for vehicle routing in airport ground handling

由 ZHOU, Jianan, WU, Yaoxin, CAO, Zhiguang, SONG, Wen, ZHANG, Jie, CHEN, Zhenghua
出版 2023

Graph learning assisted multi-objective integer programming

由 WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie, GUPTA, Abhishek, LIN, Mingyan
出版 2022

Neural airport ground handling

由 WU, Yaoxin, ZHOU, Jianan, XIA, Yunwen, ZHANG, Xianli, CAO, Zhiguang, ZHANG, Jie
出版 2023

Collaborative deep reinforcement learning for solving multi-objective vehicle routing problems

由 WU, Yaoxin, FAN, Mingfeng, CAO, Zhiguang, GAO, Ruobin, HOU, Yaqing, SARTORETTI, Guillaume
出版 2024

Collaboration! Towards robust neural methods for routing problems

由 ZHOU, Jianan, WU, Yaoxin, CAO, Zhiguang, SONG, Wen, ZHANG, Jie, SHEN, Zhiqi
出版 2024