Xuan Wu

According to our database, Xuan Wu authored at least 25 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

WeCon: An Efficient Weight-Conditioned Neural Solver for Multi-Objective Combinatorial Optimization Problems.

Xuan Wu, Jinbiao Chen, Yang Li, Lijie Wen, Chunguo Wu, Yuanshu Li, Yubin Xiao, Chunyan Miao, You Zhou, Di Wang

CoRR, May, 2026

GELD: A unified neural model for efficiently solving traveling salesman problems across different scales.

Yubin Xiao, Di Wang, Rui Cao, Xuan Wu, Boyang Li, You Zhou

Pattern Recognit., 2026

A generalized neural solver based on LLM-guided heuristic evoluation framework for solving diverse variants of vehicle routing problems.

Minyan Chi, Wei Pang, Xuan Wu, Peng Zhao, Yuanshu Li, Tianfang Wang, Junjie Qian, Yubin Xiao, Liupu Wang, You Zhou

Expert Syst. Appl., 2026

Efficient Few-Step Solution Generation via Discrete Flow Matching for Combinatorial Optimization.

Yuanshu Li, Di Wang, Wei Du, Xuan Wu, Peng Zhao, Yubin Xiao, You Zhou

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

TCIP: Threshold-Controlled Iterative Pyramid Network for Deformable Medical Image Registration.

Heming Wu, Di Wang, Tai Ma, Peng Zhao, Yubin Xiao, Zhongke Wu, Xing-Ce Wang, Chuang Li, Xuan Wu, You Zhou

CoRR, October, 2025

Reinforcement Learning-Based Nonautoregressive Solver for Traveling Salesman Problems.

Yubin Xiao, Di Wang, Boyang Li, Huanhuan Chen, Wei Pang, Xuan Wu, Hao Li, Dong Xu, Yanchun Liang, You Zhou

IEEE Trans. Neural Networks Learn. Syst., July, 2025

Efficient Neural Combinatorial Optimization Solver for the Min-max Heterogeneous Capacitated Vehicle Routing Problem.

Xuan Wu, Di Wang, Chunguo Wu, Kaifang Qi, Chunyan Miao, Yubin Xiao, Jian Zhang, You Zhou

CoRR, July, 2025

Improving generalization of neural Vehicle Routing Problem solvers through the lens of model architecture.

Yubin Xiao, Di Wang, Xuan Wu, Yuesong Wu, Boyang Li, Wei Du, Liupu Wang, You Zhou

Neural Networks, 2025

A lightweight model LGCSPNet for sitting posture risk management applications.

Dapeng Wang, Wei Pang, Zheng Cao, Lei Song, Liying An, Xuan Wu, Peng Zhao, Liupu Wang, You Zhou

Expert Syst. Appl., 2025

Dual Operation Aggregation Graph Neural Networks for Solving Flexible Job-Shop Scheduling Problem with Reinforcement Learning.

Peng Zhao, You Zhou, Di Wang, Zhiguang Cao, Yubin Xiao, Xuan Wu, Yuanshu Li, Hongjia Liu, Wei Du, Yuan Jiang, Liupu Wang

Proceedings of the ACM on Web Conference 2025, 2025

An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem.

Mingzhao Wang, You Zhou, Zhiguang Cao, Yubin Xiao, Xuan Wu, Wei Pang, Yuan Jiang, Hui Yang, Peng Zhao, Yuanshu Li

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution.

Wenhao Song, Xuan Wu, Bo Yang, You Zhou, Yubin Xiao, Yanchun Liang, Hongwei Ge, Heow Pueh Lee, Chunguo Wu

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models.

Xuan Wu, Di Wang, Chunguo Wu, Lijie Wen, Chunyan Miao, Yubin Xiao, You Zhou

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning.

Yubin Xiao, Yuesong Wu, Rui Cao, Di Wang, Zhiguang Cao, Xuan Wu, Peng Zhao, Yuanshu Li, You Zhou, Yuan Jiang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming.

Xuan Wu, Di Wang, Huanhuan Chen, Lele Yan, Yubin Xiao, Chunyan Miao, Hongwei Ge, Dong Xu, Yanchun Liang, Kangping Wang, Chunguo Wu, You Zhou

IEEE Trans. Evol. Comput., June, 2024

Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives.

Xuan Wu, Di Wang, Lijie Wen, Yubin Xiao, Chunguo Wu, Yuesong Wu, Chaoyu Yu, Douglas L. Maskell, You Zhou

CoRR, 2024

Semhybridnet: a semantically enhanced hybrid CNN-transformer network for radar pulse image segmentation.

Hongjia Liu, Yubin Xiao, Xuan Wu, Yuanshu Li, Peng Zhao, Yanchun Liang, Liupu Wang, You Zhou

Complex Intell. Syst., 2024

Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed.

Yubin Xiao, Di Wang, Boyang Li, Mingzhao Wang, Xuan Wu, Changliang Zhou, You Zhou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Shape-aware fine-grained classification of erythroid cells.

Ye Wang, Rui Ma, Xiaoqing Ma, Honghua Cui, Yubin Xiao, Xuan Wu, You Zhou

Appl. Intell., August, 2023

Incorporating Surprisingly Popular Algorithm and Euclidean distance-based adaptive topology into PSO.

Xuan Wu, Jizong Han, Di Wang, Pengyue Gao, Quanlong Cui, Liang Chen, Yanchun Liang, Han Huang, Heow Pueh Lee, Chunyan Miao, You Zhou, Chunguo Wu

Swarm Evol. Comput., 2023

Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems.

Yubin Xiao, Di Wang, Huanhuan Chen, Boyang Li, Wei Pang, Xuan Wu, Hao Li, Dong Xu, Yanchun Liang, You Zhou

CoRR, 2023

An Automatic Assessment Model of Adenoid Hypertrophy in MRI Images Based on Deep Convolutional Neural Networks.

Ziling He, Yubin Xiao, Xuan Wu, Yanchun Liang, You Zhou, Guanghui An

IEEE Access, 2023

Leveraging Hierarchical Similarities for Contrastive Clustering.

Yuanshu Li, Yubin Xiao, Xuan Wu, Lei Song, Yanchun Liang, You Zhou

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2021

Surprisingly Popular Algorithm-based Adaptive Euclidean Distance Topology Learning PSO.

Xuan Wu, Jizhong Han, Quanlong Cui, Liang Chen, Yanchun Liang, Han Huang, Heow Pueh Lee, You Zhou, Chunguo Wu

CoRR, 2021

Neural Architecture Search based on Cartesian Genetic Programming Coding Method.

Xuan Wu, Xiuyi Zhang, Linhan Jia, Liang Chen, Yanchun Liang, You Zhou, Chunguo Wu

CoRR, 2021