Neural Architecture Search based on Cartesian Genetic Programming Coding Method. - Xuan Wu 004; Xiuyi Zhang; Linhan Jia; Liang Chen 021; Yanchun Liang 001; You Zhou 008; Chunguo Wu (CoRR, 2021)

Surprisingly Popular Algorithm-based Adaptive Euclidean Distance Topology Learning PSO. - Xuan Wu 004; Jizhong Han; Quanlong Cui; Liang Chen 021; Yanchun Liang 001; Han Huang 002; Heow Pueh Lee; You Zhou 008; Chunguo Wu (CoRR, 2021)

Leveraging Hierarchical Similarities for Contrastive Clustering. - Yuanshu Li; Yubin Xiao; Xuan Wu 004; Lei Song; Yanchun Liang 001; You Zhou 008 (ICONIP (8), 2023)

An Automatic Assessment Model of Adenoid Hypertrophy in MRI Images Based on Deep Convolutional Neural Networks. - Ziling He; Yubin Xiao; Xuan Wu 004; Yanchun Liang 001; You Zhou 008; Guanghui An (IEEE Access, 2023)

Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems. - Yubin Xiao; Di Wang 004; Huanhuan Chen; Boyang Li 001; Wei Pang 001; Xuan Wu 004; Hao Li; Dong Xu 002; Yanchun Liang 001; You Zhou 008 (CoRR, 2023)

Incorporating Surprisingly Popular Algorithm and Euclidean distance-based adaptive topology into PSO. - Xuan Wu 004; Jizong Han; Di Wang 004; Pengyue Gao; Quanlong Cui; Liang Chen 021; Yanchun Liang 001; Han Huang 002; Heow Pueh Lee; Chunyan Miao; You Zhou 008; Chunguo Wu (Swarm Evol. Comput., 2023)

Shape-aware fine-grained classification of erythroid cells. - Ye Wang; Rui Ma 011; Xiaoqing Ma; Honghua Cui; Yubin Xiao; Xuan Wu 004; You Zhou 008 (Appl. Intell., 2023)

Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed. - Yubin Xiao; Di Wang 004; Boyang Li 001; Mingzhao Wang; Xuan Wu 004; Changliang Zhou; You Zhou 008 (AAAI, 2024)

Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives. - Xuan Wu 004; Di Wang 004; Lijie Wen 001; Yubin Xiao; Chunguo Wu; Yuesong Wu; Chaoyu Yu; Douglas L. Maskell; You Zhou 008 (CoRR, 2024)

Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming. - Xuan Wu 004; Di Wang 004; Huanhuan Chen; Lele Yan; Yubin Xiao; Chunyan Miao; Hongwei Ge; Dong Xu 002; Yanchun Liang 001; Kangping Wang; Chunguo Wu; You Zhou 008 (IEEE Trans. Evol. Comput., 2024)

An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem. - Mingzhao Wang; You Zhou 008; Zhiguang Cao; Yubin Xiao; Xuan Wu 004; Wei Pang 001; Yuan Jiang 007; Hui Yang 015; Peng Zhao; Yuanshu Li (KDD (1), 2025)

Dual Operation Aggregation Graph Neural Networks for Solving Flexible Job-Shop Scheduling Problem with Reinforcement Learning. - Peng Zhao; You Zhou 008; Di Wang 004; Zhiguang Cao; Yubin Xiao; Xuan Wu 004; Yuanshu Li; Hongjia Liu; Wei Du 002; Yuan Jiang 007; Liupu Wang (WWW, 2025)

A lightweight model LGCSPNet for sitting posture risk management applications. - Dapeng Wang; Wei Pang 001; Zheng Cao; Lei Song; Liying An; Xuan Wu 004; Peng Zhao; Liupu Wang; You Zhou 008 (Expert Syst. Appl., 2025)

Improving generalization of neural Vehicle Routing Problem solvers through the lens of model architecture. - Yubin Xiao; Di Wang 004; Xuan Wu 004; Yuesong Wu; Boyang Li 001; Wei Du 002; Liupu Wang; You Zhou 008 (Neural Networks, 2025)

Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models. - Xuan Wu 004; Di Wang 004; Chunguo Wu; Lijie Wen 001; Chunyan Miao; Yubin Xiao; You Zhou 008 (CoRR, 2025)

Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution. - Wenhao Song; Xuan Wu 004; Bo Yang; You Zhou 008; Yubin Xiao; Yanchun Liang 001; Hongwei Ge; Heow Pueh Lee; Chunguo Wu (CoRR, 2025)

GELD: A Unified Neural Model for Efficiently Solving Traveling Salesman Problems Across Different Scales. - Yubin Xiao; Di Wang 004; Rui Cao; Xuan Wu 004; Boyang Li 001; You Zhou 008 (CoRR, 2025)

Efficient Neural Combinatorial Optimization Solver for the Min-max Heterogeneous Capacitated Vehicle Routing Problem. - Xuan Wu 004; Di Wang 004; Chunguo Wu; Kaifang Qi; Chunyan Miao; Yubin Xiao; Jian Zhang; You Zhou 008 (CoRR, 2025)

Reinforcement Learning-Based Nonautoregressive Solver for Traveling Salesman Problems. - Yubin Xiao; Di Wang 004; Boyang Li 001; Huanhuan Chen; Wei Pang 001; Xuan Wu 004; Hao Li; Dong Xu 002; Yanchun Liang 001; You Zhou 008 (IEEE Trans. Neural Networks Learn. Syst., 2025)

A generalized neural solver based on LLM-guided heuristic evoluation framework for solving diverse variants of vehicle routing problems. - Minyan Chi; Wei Pang 001; Xuan Wu 004; Peng Zhao; Yuanshu Li; Tianfang Wang; Junjie Qian; Yubin Xiao; Liupu Wang; You Zhou 008 (Expert Syst. Appl., 2026)