Xinyu Li

317 papers A* 1A 2B 7C 22Journal 242Unranked 40
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Spatiotemporal Graph Neural Network Based Deep Reinforcement Learning Method for Online Distributed Job-Shop Scheduling Problem.
IEEE Trans. Emerg. Top. Comput. Intell.
Jiang-Ping Huang, Liang Gao, Xinyu Li
2026 J jnl
A matheuristic for assembly operation scheduling problem with flexible workforce configuration.
Comput. Ind. Eng.
Shichen Tian, Jiaxin Fan, Chunjiang Zhang, Xinyu Li, Liang Gao
2026 J jnl
A multi-population co-evolutionary algorithm for solving energy-efficient hybrid flow shop scheduling problem.
Expert Syst. Appl.
Cuiyu Wang, Youjie Yao, Wenhui Li, Xinyu Li
2026 J jnl
Adaptive active decoding and novel disjunctive graph-based improved genetic algorithm for multi-type machine robot cell scheduling in mass customization.
Robotics Comput. Integr. Manuf.
Yue Teng, Tianhong Wang, Xinyu Li, Chunjiang Zhang, Liang Gao, Ziyue Wang, Weiming Shen
2026 J jnl
Adaptive quantum differential evolution with experience-guided learning for integrated production and collaborative mobile robot scheduling.
Expert Syst. Appl.
Qingsong Fan, Liang Gao, Xinyu Li, Chunjiang Zhang, Qihao Liu
2026 J jnl
Automatic Programming via Large Language Models With Population Self-Evolution for Dynamic Fuzzy Job Shop Scheduling Problem.
IEEE Trans. Fuzzy Syst.
Jin Huang, Qihao Liu, Xinyu Li, Liang Gao, Yue Teng
2026 J jnl
Benchmarking state-of-the-art large-scale global optimization algorithms for tool path planning in five-axis flank milling: A comparative performance analysis.
Comput. Ind. Eng.
Jin Yi, Hanhai Shou, Xinyu Li, Wuzhuang Zhou, Chih-Hsing Chu
2026 J jnl
Constraint Programming for AGV and Machine Integrated Scheduling Problem in Flexible Manufacturing System.
IEEE Trans Autom. Sci. Eng.
You-Jie Yao, Qihao Liu, Xinyu Li, Liang Gao
2026 J jnl
Cooperation-based bi-level rescheduling method for multi-objective distributed hybrid flow shop with unrelated parallel machines under multi-type disturbances.
Int. J. Comput. Integr. Manuf.
Hanghao Cui, Xinyu Li, Liang Gao, Zhimou Xiang, Wei Zhou, Yanbin Yu, Ling Fu
2026 J jnl
DSevolve: Enabling Real-Time Adaptive Scheduling on Dynamic Shop Floor with LLM-Evolved Heuristic Portfolios.
CoRR
Jin Huang, Jie Yang, Xinlei Zhou, Qihao Liu, Liang Gao, Xinyu Li
2026 J jnl
Efficient scheduling for fixed-type multi-robot collaborative problem in flexible job shop.
Robotics Comput. Integr. Manuf.
Jin Huang, Xinyu Li, Qihao Liu, Liang Gao
2026 J jnl
Gini population diversity-guided optimization for Flexible Job-Shop Scheduling in discrete manufacturing systems.
Adv. Eng. Informatics
Jiahang Li, Xinyu Li, Liang Gao
2026 J jnl
Iterative model pruning with sparsity learning for infrared rotary-wing UAV detection.
Expert Syst. Appl.
Hongkang Tao, Zan Yang, Jiansheng Liu, Haobo Qiu, Xinyu Li, Liang Gao
2026 J jnl
Multi-relational graph reinforcement learning for dynamic flexible job-shop scheduling under machine breakdowns.
Appl. Soft Comput.
Zhi Pang, Xinyu Li, Liang Gao, Xuxia Zhang, Jun Wu
2026 J jnl
Physics-guided neural process with adaptive learning for uncertainty quantification of aero-engine remaining useful life.
Comput. Ind. Eng.
Le Tian, Yiping Gao, Xinyu Li, Liang Gao
2026 J jnl
Touch: A New Paradigm Based on Machine Tactile Sensation for Surface Microdefect Detection.
IEEE Trans. Ind. Informatics
Zerui Xi, Xinyu Li, Liang Gao, Yiping Gao
2026 J jnl
Unseen class feature regeneration adversarial learning method for time-varying cross-domain fault diagnosis.
Expert Syst. Appl.
Li Wang, Yiping Gao, Liang Gao, Xinyu Li
2026 J jnl
VLM-PoseManip: Dexterous robotic manipulation via Vision-Language model based instructive pose estimation for Human-Robot collaboration.
Adv. Eng. Informatics
Enguang Wang, Wencan Pei, Yiping Gao, Chenyi Liu, Xinyu Li, Liang Gao
2025 C conf
A Dense Pixel-Based Genetic Algorithm for Additive Manufacturing Scheduling Problem.
CSCWD
Zipeng Yang, Xinyu Li, Qihao Liu, Chunjiang Zhang, Liang Gao
2025 C conf
A Discrete Grey Wolf Optimizer with an Active-Decoding Strategy for Reconfigurable Manufacturing System Scheduling Problem.
CSCWD
Haoran Li, Cuiyu Wang, Xinyu Li, Qihao Liu, Yiping Gao, Liang Gao
2025 J jnl
A Dual-Space Artificial Bee Colony Algorithm Integrating Configuration-Coupled Heterogeneous Disjunctive Graph for Scheduling Problem in Reconfigurable Manufacturing Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Haoran Li, Qihao Liu, Zipeng Yang, Liang Gao, Xinyu Li
2025 J jnl
A Flexible Job Shop Scheduling Problem Considering On-Site Machining Fixtures: A Case Study From Customized Manufacturing Enterprise.
IEEE Trans Autom. Sci. Eng.
Jiahang Li, Xinyu Li, Liang Gao, Qihao Liu
2025 J jnl
A Hierarchical Multi-Action Deep Reinforcement Learning Method for Dynamic Distributed Job-Shop Scheduling Problem With Job Arrivals.
IEEE Trans Autom. Sci. Eng.
Jiang-Ping Huang, Liang Gao, Xinyu Li
2025 J jnl
A Knowledge-Driven Hybrid Algorithm for Solving the Integrated Production and Transportation Scheduling Problem in Job Shop.
IEEE Trans. Intell. Transp. Syst.
You-Jie Yao, Cuiyu Wang, Xinyu Li, Liang Gao
2025 J jnl
A Novel Data-Driven Lightweight Optimization Method Based on Meta-Structure of CNC Machine Tool.
IEEE Trans Autom. Sci. Eng.
Shaoqing Wu, Congbo Li, Huajun Cao, Xinyu Li, Huishi Liu
2025 J jnl
A Novel GA-CP Method for Fixed-Type Multi-Robot Collaborative Scheduling in Flexible Job Shop.
IEEE Trans Autom. Sci. Eng.
Jin Huang, Xinyu Li, Liang Gao
2025 J jnl
A Novel Mathematical Model for the Flexible Job-Shop Scheduling Problem With Limited Automated Guided Vehicles.
IEEE Trans Autom. Sci. Eng.
Youjie Yao, Qihao Liu, Ling Fu, Xinyu Li, Yanbin Yu, Liang Gao, Wei Zhou
2025 J jnl
A disjunctive graph-based metaheuristic for flexible job-shop scheduling problems considering fixture shortages in customized manufacturing systems.
Robotics Comput. Integr. Manuf.
Jiahang Li, Qihao Liu, Cuiyu Wang, Xinyu Li
2025 J jnl
A heterogeneous graph attention-enhanced deep reinforcement learning framework for flexible job shop scheduling problem with variable sublots.
Eng. Appl. Artif. Intell.
Zipeng Yang, Xinyu Li, Liang Gao, Qihao Liu
2025 J jnl
A hybrid algorithm considering continuous transportation for flexible job shop scheduling problem with finite transportation resources.
Neural Comput. Appl.
Qingzheng Wang, Liang Gao, Yanbin Yu, Zhimou Xiang, You-Jie Yao, Xinyu Li, Wei Zhou
2025 J jnl
A hybrid algorithm incorporating sequencing flexibility for integrated process planning and scheduling problem.
Swarm Evol. Comput.
Zixin Peng, Yi Kang, Xinyu Li, Liang Gao, Qihao Liu, Chunjiang Zhang
2025 J jnl
A hybrid optimization algorithm based on fitness landscape analysis for generalized job-shop scheduling problems.
Comput. Ind. Eng.
Lin Gui, Xinyu Li, Liang Gao, Qihao Liu
2025 J jnl
A novel topological neighborhood structure for flexible job shop scheduling problem with variable sublots.
Comput. Oper. Res.
Zipeng Yang, Xinyu Li, Liang Gao, Qihao Liu
2025 J jnl
A particle swarm optimization and constraint programming-based approach for integrated process planning and scheduling with lot streaming problem.
Appl. Soft Comput.
Mengya Zhang, Xinyu Li, Liang Gao, Qihao Liu
2025 J jnl
A survey on vehicle-drone cooperative delivery operations optimization: Models, methods, and future research directions.
Swarm Evol. Comput.
Jing Zhou, Jin Yi, Zhenyu Yang, Huayan Pu, Xinyu Li, Jun Luo, Liang Gao
2025 J jnl
A task-oriented evolutionary algorithm with a fitness-distance selection for fixture-constrained flexible job shop scheduling problem considering transfer times.
Comput. Ind. Eng.
Jiahang Li, Qihao Liu, Cuiyu Wang, Xinyu Li, Liang Gao
2025 J jnl
Adversarial Contrastive Learning-Enabled Domain Extension Method for Time-Varying Cross-Domain Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Li Wang, Yiping Gao, Liang Gao, Xinyu Li
2025 J jnl
Affinity Propagation Hierarchical Memetic Algorithm for Multimodal Multiobjective Flexible Job Shop Scheduling With Variable Speed.
IEEE Trans. Evol. Comput.
Cong Luo, Xinyu Li, Wenyin Gong, Liang Gao
2025 C conf
An Improved Gray Wolf Optimizer for Wafer Probing Scheduling Problem.
CSCWD
Yifan Gao, Xinyu Li, Chunjiang Zhang, Zishun Hu, Yiping Gao, Liang Gao
2025 C conf
An Iterative Branch-and-bound Approach for Complex Product Assembly Station Scheduling Problem.
CSCWD
Shichen Tian, Chunjiang Zhang, Cuiyu Wang, Xinyu Li, Liang Gao
2025 J jnl
An efficient and stable intelligent scheduling algorithm based on hybrid neighbourhood structure for flexible job shop scheduling problem benchmarks.
Int. J. Prod. Res.
Jin Xie, Yue Teng, Liang Gao, Xinyu Li, Chunjiang Zhang
2025 J jnl
An efficient problem-specific evolutionary algorithm for flexible job shop scheduling problem with specific workers in highly customised manufacturing systems.
Int. J. Prod. Res.
Jiahang Li, Qihao Liu, Xinyu Li, Liang Gao
2025 J jnl
An end-to-end decentralised scheduling framework based on deep reinforcement learning for dynamic distributed heterogeneous flowshop scheduling.
Int. J. Prod. Res.
Haoran Li, Liang Gao, Qingsong Fan, Xinyu Li, Baoan Han
2025 J jnl
An improved MOEA/D with reinforcement learning for flexible job shops incorporating manual operations and fatigue effects.
Swarm Evol. Comput.
Yibing Li, Xin Tong, Haiqi Zou, Jun Guo, Lei Wang, Hongtao Tang, Kaipu Wang, Xinyu Li
2025 J jnl
An improved adaptive hybrid algorithm for solving distributed flexible job shop scheduling problem.
Swarm Evol. Comput.
Cuiyu Wang, Mengxi Wei, Qihao Liu, Xinjian Zhang, Xinyu Li
2025 A conf
Automatic MILP Model Construction for Multi-Robot Task Allocation and Scheduling Based on Large Language Models.
IROS
Mingming Peng, Zhendong Chen, Jie Yang, Jin Huang, Zhengqi Shi, Qihao Liu, Xinyu Li, Liang Gao
2025 J jnl
Automatic MILP Model Construction for Multi-Robot Task Allocation and Scheduling Based on Large Language Models.
CoRR
Mingming Peng, Zhendong Chen, Jie Yang, Jin Huang, Zhengqi Shi, Qihao Liu, Xinyu Li, Liang Gao
2025 C conf
Automatic Strategy Selection Based on Graph Neural Network for Constraint Programming on the Shop Scheduling.
CSCWD
Mengya Zhang, Xinyu Li, Liang Gao, Chunjiang Zhang, Yiping Gao
2025 J jnl
Bridging Interpretability and Optimization: Provably Attribution-Weighted Actor-Critic in Reproducing Kernel Hilbert Spaces.
CoRR
Na Li, Hangguan Shan, Wei Ni, Wenjie Zhang, Xinyu Li
2025 J jnl
Constraint programming-based layered method for integrated process planning and scheduling in extensive flexible manufacturing.
Adv. Eng. Informatics
Mengya Zhang, Xinyu Li, Liang Gao, Qihao Liu
2025 A* conf
DZAD: Diffusion-based Zero-shot Anomaly Detection.
AAAI
Tianrui Zhang, Liang Gao, Xinyu Li, Yiping Gao
2025 J jnl
Graph Embedding-Based Bayesian Network for Fault Isolation in Complex Equipment.
IEEE Trans. Reliab.
Liqiao Xia, Pai Zheng, Manuel Herrera, Yongshi Liang, Xinyu Li, Liang Gao
2025 J jnl
Graph reinforcement learning based dynamic scheduling for human-machine symbiosis manufacturing considering multi-type disturbance events.
J. Ind. Inf. Integr.
Yuxin Li, Jinlong Zhou, You-Jie Yao, Qihao Liu, Xinyu Li, Liang Gao
2025 J jnl
Graph-Based Dual-Agent Deep Reinforcement Learning for Dynamic Human-Machine Hybrid Reconfiguration Manufacturing Scheduling.
IEEE Trans. Syst. Man Cybern. Syst.
Yuxin Li, Qihao Liu, Chunjiang Zhang, Xinyu Li, Liang Gao
2025 J jnl
Health evaluation techniques towards rotating machinery: A systematic literature review and implementation guideline.
Reliab. Eng. Syst. Saf.
Weixiong Jiang, Jun Wu, Yifan Yang, Xinyu Li, Haiping Zhu
2025 J jnl
Integrated Nesting and Scheduling for SLA 3D Printing: A Pixel-Based Evolutionary Algorithm With Convolutional Acceleration.
IEEE Trans Autom. Sci. Eng.
Zipeng Yang, Xinyu Li, Qihao Liu, Haoran Li, Liang Gao
2025 J jnl
Learning Causal States Under Partial Observability and Perturbation.
CoRR
Na Li, Hangguan Shan, Wei Ni, Wenjie Zhang, Xinyu Li, Yamin Wang
2025 J jnl
Multi-agent deep reinforcement learning for dynamic reconfigurable shop scheduling considering batch processing and worker cooperation.
Robotics Comput. Integr. Manuf.
Yuxin Li, Xinyu Li, Liang Gao, Zhibing Lu
2025 J jnl
Multilevel Feature Alignment Method for Advancing Remaining Useful Life Prediction of Rolling Bearing.
IEEE Internet Things J.
Xuewu Pei, Yiping Gao, Xinyu Li, Liang Gao, Xingxin Zhao
2025 A conf
Multivariate Time Series Forecasting with Hybrid Euclidean-SPD Manifold Graph Neural Networks.
ECAI
Yong Fang, Na Li, Hangguan Shan, Eryun Liu, Xinyu Li, Wei Ni, Er-Ping Li
2025 J jnl
Multivariate Time Series Forecasting with Hybrid Euclidean-SPD Manifold Graph Neural Networks.
CoRR
Yong Fang, Na Li, Hangguan Shan, Eryun Liu, Xinyu Li, Wei Ni, Er-Ping Li
2025 J jnl
Optimization of machine configuration and scheduling in the hybrid flow shop using a linear programming-driven evolutionary approach.
Robotics Comput. Integr. Manuf.
Mengya Zhang, Cuiyu Wang, Xinyu Li, Liang Gao
2025 J jnl
Real-Time Scheduling for Flexible Job Shop With AGVs Using Multiagent Reinforcement Learning and Efficient Action Decoding.
IEEE Trans. Syst. Man Cybern. Syst.
Yuxin Li, Qingzheng Wang, Xinyu Li, Liang Gao, Ling Fu, Yanbin Yu, Wei Zhou
2025 J jnl
Real-time scheduling for production-logistics collaborative environment using multi-agent deep reinforcement learning.
Adv. Eng. Informatics
Yuxin Li, Xinyu Li, Liang Gao
2025 J jnl
Sample-Efficient Tabular Self-Play for Offline Robust Reinforcement Learning.
CoRR
Na Li, Zewu Zheng, Wei Ni, Hangguan Shan, Wenjie Zhang, Xinyu Li
2025 J jnl
Self-Supervised Pseudo-Label Learning-Enabled Cross-Domain Fault Diagnosis Method Under Time-Varying Speeds.
IEEE Trans. Syst. Man Cybern. Syst.
Li Wang, Yiping Gao, Xinyu Li, Liang Gao
2025 J jnl
Tackling dual-resource flexible job shop scheduling problem in the production line reconfiguration scenario: An efficient meta-heuristic with critical path-based neighborhood search.
Adv. Eng. Informatics
Ziyu Zhang, Xinyu Li, Liang Gao, Qihao Liu, Jin Huang
2025 J jnl
Threshold alignment indicator driven two-phase nonlinear degradation model for remaining useful life prediction of rolling bearing.
Adv. Eng. Informatics
Xuewu Pei, Xinyu Li, Jiawei Li, Yiping Gao, Liang Gao
2024 J jnl
A DQN-based memetic algorithm for energy-efficient job shop scheduling problem with integrated limited AGVs.
Swarm Evol. Comput.
Youjie Yao, Xinyu Li, Liang Gao
2024 C conf
A Hybrid Genetic Algorithm for Flexible Job Shop Scheduling Problem with Batch Processing Machines.
CSCWD
Tianhong Wang, Yue Teng, Chunjiang Zhang, Yiping Gao, Xinyu Li
2024 J jnl
A Multi-MILP Model Collaborative Optimization Method for Integrated Process Planning and Scheduling Problem.
IEEE Trans. Engineering Management
Qihao Liu, Xinyu Li, Liang Gao, Jiaxin Fan
2024 J jnl
A Multi-level spatial feature fusion-based transformer for intelligent defect recognition with small samples toward smart manufacturing system.
Int. J. Comput. Integr. Manuf.
Yiping Gao, Xinyu Li, Liang Gao
2024 J jnl
A genetic algorithm with critical path-based variable neighborhood search for distributed assembly job shop scheduling problem.
Swarm Evol. Comput.
Shichen Tian, Chunjiang Zhang, Jiaxin Fan, Xinyu Li, Liang Gao
2024 J jnl
A hybrid genetic tabu search algorithm for distributed job-shop scheduling problems.
Swarm Evol. Comput.
Jin Xie, Liang Gao, Xinyu Li, Lin Gui
2024 J jnl
A multi-disjunctive-graph model-based memetic algorithm for the distributed job shop scheduling problem.
Adv. Eng. Informatics
Sihan Wang, Xinyu Li, Liang Gao, Jiahang Li
2024 J jnl
A multi-objective genetic algorithm based on two-stage reinforcement learning for green flexible shop scheduling problem considering machine speed.
Expert Syst. Appl.
Mengzhen Zhuang, Wei Zhang, Hongtao Tang, Xinyu Li, Kaipu Wang
2024 J jnl
A surrogate-assisted dual-tree genetic programming framework for dynamic resource constrained multi-project scheduling problem.
Int. J. Prod. Res.
Haojie Chen, Xinyu Li, Liang Gao
2024 J jnl
A uniform sampling method for permutation space.
Ann. Oper. Res.
Lin Gui, Xinyu Li, Qingfu Zhang, Liang Gao
2024 J jnl
ACAT-transformer: Adaptive classifier with attention-wise transformation for few-sample surface defect recognition.
Adv. Eng. Informatics
Zhaofu Li, Liang Gao, Xinyu Li, Yiping Gao
2024 J jnl
An Incremental Knowledge Learning Framework for Continuous Defect Detection.
IEEE Trans. Instrum. Meas.
Chen Sun, Liang Gao, Xinyu Li, Pai Zheng, Yiping Gao
2024 J jnl
An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm.
Int. J. Prod. Res.
Jinghua Si, Xinyu Li, Liang Gao, Peigen Li
2024 J jnl
An end-to-end deep reinforcement learning method based on graph neural network for distributed job-shop scheduling problem.
Expert Syst. Appl.
Jiang-Ping Huang, Liang Gao, Xinyu Li
2024 J jnl
An improved co-evolutionary memetic algorithm based on novel schedule type and unconditional feasibility for hybrid flow-shop scheduling problem.
Comput. Ind. Eng.
Yue Teng, Xinyu Li, Liang Gao, Jin Xie, Yang Li
2024 J jnl
An iterated greedy algorithm with acceleration of job allocation probability for distributed heterogeneous permutation flowshop scheduling problem.
Swarm Evol. Comput.
Haoran Li, Xinyu Li, Liang Gao
2024 J jnl
An operator-inspired framework for metaheuristics and its applications on job-shop scheduling problems.
Appl. Soft Comput.
Jiahang Li, Xinyu Li, Liang Gao
2024 J jnl
Automatic programming via large language models with population self-evolution for dynamic job shop scheduling problem.
CoRR
Jin Huang, Xinyu Li, Liang Gao, Qihao Liu, Yue Teng
2024 J jnl
Deep Feature Contrasting for Industrial Image Anomaly Segmentation.
IEEE Trans. Instrum. Meas.
Qian Wan, Yunkang Cao, Liang Gao, Xinyu Li, Yiping Gao
2024 — conf
Desirable Properties Based Neural Network Explanations Evaluation Method for Fault Diagnosis.
ICIC (LNAI 4)
JunFei Du, Xinyu Li, Liang Gao, Yiping Gao
2024 J jnl
Dynamic Balancing of U-Shaped Robotic Disassembly Lines Using an Effective Deep Reinforcement Learning Approach.
IEEE Trans. Ind. Informatics
Kaipu Wang, Yibing Li, Jun Guo, Liang Gao, Xinyu Li
2024 J jnl
Knowledge-based multi-objective evolutionary algorithm for energy-efficient flexible job shop scheduling with mobile robot transportation.
Adv. Eng. Informatics
Youjie Yao, Qingzheng Wang, Cuiyu Wang, Xinyu Li, Liang Gao, Kai Xia
2024 J jnl
Modeling and multi-objective optimization for energy-aware scheduling of distributed hybrid flow-shop.
Appl. Soft Comput.
Chao Lu, Jiajun Zhou, Liang Gao, Xinyu Li, Junliang Wang
2024 J jnl
Multi-operator opposition-based learning with the neighborhood structure for numerical optimization problems and its applications.
Swarm Evol. Comput.
Jiahang Li, Liang Gao, Xinyu Li
2024 J jnl
Multi-population genetic algorithm with greedy job insertion inter-factory neighbourhoods for multi-objective distributed hybrid flow-shop scheduling with unrelated-parallel machines considering tardiness.
Int. J. Prod. Res.
Hanghao Cui, Xinyu Li, Liang Gao, Chunjiang Zhang
2024 J jnl
On the Spatio-Temporal Analysis and Optimization of AoI in Cell-Free IIoT Networks.
IEEE Trans. Wirel. Commun.
Meiyan Song, Hangguan Shan, Yu Cheng, Weihua Zhuang, Xinyu Li, Qi Zhang, Xianhua He
2024 — conf
Open-Set Fault Diagnosis based on Prototype Learning with Dual Category-Classifier.
CASE
Shenqiang Ke, Liang Gao, Xinyu Li, Yiping Gao
2024 J jnl
Self-Supervised-Enabled Open-Set Cross-Domain Fault Diagnosis Method for Rotating Machinery.
IEEE Trans. Ind. Informatics
Li Wang, Yiping Gao, Xinyu Li, Liang Gao
2024 J jnl
Tabu search based on novel neighborhood structures for solving job shop scheduling problem integrating finite transportation resources.
Robotics Comput. Integr. Manuf.
You-Jie Yao, Lin Gui, Xinyu Li, Liang Gao
2023 — conf
A Hybrid Co-Evolutionary Algorithm for the PBS Scheduling Problem in Automobile Industry.
CASE
Yue Teng, Xinyu Li, Qihao Liu, Shichen Tian, Wenxin Ma, Chunjiang Zhang
2023 J jnl
A New Contrastive GAN With Data Augmentation for Surface Defect Recognition Under Limited Data.
IEEE Trans. Instrum. Meas.
Zongwei Du, Liang Gao, Xinyu Li
2023 J jnl
A New Multiscale Multiattention Convolutional Neural Network for Fine-Grained Surface Defect Detection.
IEEE Trans. Instrum. Meas.
Long Wen, Yang Zhang, Liang Gao, Xinyu Li, Min Li
2023 J jnl
A cooperative hierarchical deep reinforcement learning based multi-agent method for distributed job shop scheduling problem with random job arrivals.
Comput. Ind. Eng.
Jiang-Ping Huang, Liang Gao, Xinyu Li, Chunjiang Zhang
2023 J jnl
A guided genetic programming with attribute node activation encoding for resource constrained project scheduling problem.
Swarm Evol. Comput.
Haojie Chen, Xinyu Li, Liang Gao
2023 J jnl
A hierarchical training-convolutional neural network with feature alignment for steel surface defect recognition.
Robotics Comput. Integr. Manuf.
Yiping Gao, Liang Gao, Xinyu Li
2023 J jnl
A multi-population co-evolutionary algorithm for green integrated process planning and scheduling considering logistics system.
Eng. Appl. Artif. Intell.
Qihao Liu, Cuiyu Wang, Xinyu Li, Liang Gao
2023 J jnl
A new hyper-parameter optimization method for machine learning in fault classification.
Appl. Intell.
Xingchen Ye, Liang Gao, Xinyu Li, Long Wen
2023 J jnl
A new neighbourhood structure for job shop scheduling problems.
Int. J. Prod. Res.
Jin Xie, Xinyu Li, Liang Gao, Lin Gui
2023 J jnl
A novel MILP model and an improved genetic algorithm for disassembly line balancing and sequence planning with partial destructive mode.
Comput. Ind. Eng.
Kaipu Wang, Jun Guo, Baigang Du, Yibing Li, Hongtao Tang, Xinyu Li, Liang Gao
2023 J jnl
A novel MILP model for job shop scheduling problem with mobile robots.
Robotics Comput. Integr. Manuf.
You-Jie Yao, Qihao Liu, Xinyu Li, Liang Gao
2023 J jnl
Adaptive Class Center Generalization Network: A Sparse Domain-Regressive Framework for Bearing Fault Diagnosis Under Unknown Working Conditions.
IEEE Trans. Instrum. Meas.
Bin Wang, Long Wen, Xinyu Li, Liang Gao
2023 — conf
An Adaptive Discrete Whale Swarm Algorithm for the Distributed Job-Shop Scheduling Problem with Limited AGVs.
CASE
Youjie Yao, Cuiyu Wang, Yiping Gao, Xinyu Li, Liang Gao
2023 J jnl
An Effective Solution Space Clipping-Based Algorithm for Large-Scale Permutation Flow Shop Scheduling Problem.
IEEE Trans. Syst. Man Cybern. Syst.
Yang Li, Xinyu Li, Liang Gao
2023 J jnl
An improved multi-population genetic algorithm with a greedy job insertion inter-factory neighborhood structure for distributed heterogeneous hybrid flow shop scheduling problem.
Expert Syst. Appl.
Hanghao Cui, Xinyu Li, Liang Gao
2023 — conf
Distributed Permutation Flow Shop Scheduling Method Based on Efficient Job Allocation Strategy.
IEEM
Yang Li, Xinyu Li, Liang Gao, Cuiyu Wang, Yue Teng
2023 — book
Intelligence Optimization for Green Scheduling in Manufacturing Systems
Chao Lu, Liang Gao, Xinyu Li, Lvjiang Yin
2023 J jnl
Optimisation framework and method for solving the serial dual-shop collaborative scheduling problem.
Int. J. Prod. Res.
Lin Gui, Ling Fu, Xinyu Li, Wei Zhou, Liang Gao, Zhimou Xiang, Wei Zhu
2023 — conf
Simple Parameter-free Self-attention Approximation.
Tiny Papers @ ICLR
Yuwen Zhai, Jing Hao, Liang Gao, Xinyu Li, Yiping Gao, Shumin Han
2023 J jnl
Simple parameter-free self-attention approximation.
CoRR
Yuwen Zhai, Jing Hao, Liang Gao, Xinyu Li, Yiping Gao, Shumin Han
2023 J jnl
Two novel MILP models with different flexibilities for solving integrated process planning and scheduling problems.
J. Oper. Res. Soc.
Qihao Liu, Xinyu Li, Liang Gao, Jiaxin Fan
2023 J jnl
Unsupervised Image Anomaly Detection and Segmentation Based on Pretrained Feature Mapping.
IEEE Trans. Ind. Informatics
Qian Wan, Liang Gao, Xinyu Li, Long Wen
2022 — conf
A Cross-coupling Fuzzy Auto Disturbance Rejection Strategy-Based Compliance Controller for Leg of Hydraulic Bipedal Robot.
ICARM
Jingyuan Li, Haozhen Dong, Sicheng Xie, Xinyu Li, Liang Gao
2022 J jnl
A Discrete Artificial Bee Colony Algorithm for Multiobjective Disassembly Line Balancing of End-of-Life Products.
IEEE Trans. Cybern.
Kaipu Wang, Xinyu Li, Liang Gao, Peigen Li, John W. Sutherland
2022 J jnl
A Graph Guided Convolutional Neural Network for Surface Defect Recognition.
IEEE Trans Autom. Sci. Eng.
Yucheng Wang, Liang Gao, Yiping Gao, Xinyu Li
2022 J jnl
A Hierarchical Training-Convolutional Neural Network for Imbalanced Fault Diagnosis in Complex Equipment.
IEEE Trans. Ind. Informatics
Yiping Gao, Liang Gao, Xinyu Li, Siyu Cao
2022 C conf
A Hyper-Heuristic Algorithm for the No-Wait Flowshop Scheduling Problem with Makespan Criterion.
CSCWD
Yu Gao, Ziyue Wang, Liang Gao, Xinyu Li
2022 — conf
A Logit Adjusting Transformer for Class Imbalance in Surface Defect Recognition.
CASE
Zhaofu Li, Liang Gao, Xinyu Li
2022 J jnl
A Matheuristic Approach for the No-Wait Flowshop Scheduling Problem with Makespan Criterion.
Symmetry
Yu Gao, Ziyue Wang, Liang Gao, Xinyu Li
2022 J jnl
A New Cycle-consistent Adversarial Networks With Attention Mechanism for Surface Defect Classification With Small Samples.
IEEE Trans. Ind. Informatics
Long Wen, You Wang, Xinyu Li
2022 J jnl
A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection.
CoRR
Chen Sun, Liang Gao, Xinyu Li, Yiping Gao
2022 J jnl
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis.
IEEE Trans. Emerg. Top. Comput. Intell.
Xinyu Li, Zhao Zhang, Liang Gao, Long Wen
2022 J jnl
A hybrid algorithm with a new neighborhood structure for job shop scheduling problems.
Comput. Ind. Eng.
Jin Xie, Xinyu Li, Liang Gao, Lin Gui
2022 J jnl
A multiobjective memetic algorithm for integrated process planning and scheduling problem in distributed heterogeneous manufacturing systems.
Memetic Comput.
Qihao Liu, Xinyu Li, Liang Gao, Guangchen Wang
2022 J jnl
A new genetic algorithm based evolutionary neural architecture search for image classification.
Swarm Evol. Comput.
Long Wen, Liang Gao, Xinyu Li, Hui Li
2022 J jnl
A novel vision-based multi-task robotic grasp detection method for multi-object scenes.
Sci. China Inf. Sci.
Yanan Song, Liang Gao, Xinyu Li, Weiming Shen, Kunkun Peng
2022 J jnl
A random forest-based job shop rescheduling decision model with machine failures.
J. Ambient Intell. Humaniz. Comput.
Meng Zhao, Liang Gao, Xinyu Li
2022 J jnl
An Early Fault Detection Method of Rotating Machines Based on Unsupervised Sequence Segmentation Convolutional Neural Network.
IEEE Trans. Instrum. Meas.
Wenbin Song, Weiming Shen, Liang Gao, Xinyu Li
2022 C conf
An Outlier-Aware Method for UWB Indoor Positioning in NLoS Situations.
CSCWD
Chuan Liu, Yunkang Cao, Chen Sun, Weiming Shen, Xinyu Li, Liang Gao
2022 J jnl
An effective multi-objective whale swarm algorithm for energy-efficient scheduling of distributed welding flow shop.
Ann. Oper. Res.
Guangchen Wang, Xinyu Li, Liang Gao, Peigen Li
2022 J jnl
An improved grey wolf optimizer for welding shop inverse scheduling.
Comput. Ind. Eng.
Cuiyu Wang, Li Zhao, Xinyu Li, Yang Li
2022 — conf
Anchor-based Detection and Height Estimation Framework for Particle Defects on Cathodic Copper Plate Surface.
CASE
Chen Sun, Qian Wan, Zhaofu Li, Liang Gao, Xinyu Li, Yiping Gao
2022 — conf
Causality-based Prediction Method for the Diesel Engine Assembly Line System.
CASE
Jinhua Hu, Yan-Ning Sun, Hongwei Xu, Zhanluo Zhang, Wei Qin, Xinyu Li
2022 — conf
Decentralized Federated Learning Under Communication Delays.
SECON Workshops
Na Lee, Hangguan Shan, Meiyan Song, Yong Zhou, Zhongyuan Zhao, Xinyu Li, Zhaoyang Zhang
2022 J jnl
Energy-Efficient Robotic Parallel Disassembly Sequence Planning for End-of-Life Products.
IEEE Trans Autom. Sci. Eng.
Kaipu Wang, Liang Gao, Xinyu Li, Peigen Li
2022 J jnl
Hybrid Loss-Constrained Lightweight Convolutional Neural Networks for Cervical Cell Classification.
Sensors
Wen Chen, Weiming Shen, Liang Gao, Xinyu Li
2022 J jnl
Industrial Image Anomaly Localization Based on Gaussian Clustering of Pretrained Feature.
IEEE Trans. Ind. Electron.
Qian Wan, Liang Gao, Xinyu Li, Long Wen
2022 J jnl
Integrated Gradient-Based Continuous Wavelet Transform for Bearing Fault Diagnosis.
Sensors
JunFei Du, Xinyu Li, Yiping Gao, Liang Gao
2022 J jnl
Lightweight convolutional neural network with knowledge distillation for cervical cells classification.
Biomed. Signal Process. Control.
Wen Chen, Liang Gao, Xinyu Li, Weiming Shen
2022 J jnl
Logit Inducing With Abnormality Capturing for Semi-Supervised Image Anomaly Detection.
IEEE Trans. Instrum. Meas.
Qian Wan, Liang Gao, Xinyu Li
2022 J jnl
Modeling and Balancing for Disassembly Lines Considering Workers With Different Efficiencies.
IEEE Trans. Cybern.
Kaipu Wang, Xinyu Li, Liang Gao, Peigen Li
2022 J jnl
Multiple surrogates and offspring-assisted differential evolution for high-dimensional expensive problems.
Inf. Sci.
Xinjing Wang, Liang Gao, Xinyu Li
2022 — conf
Position Encoding Enhanced Feature Mapping for Image Anomaly Detection.
CASE
Qian Wan, Yunkang Cao, Liang Gao, Weiming Shen, Xinyu Li
2022 J jnl
Resetting Weight Vectors in MOEA/D for Multiobjective Optimization Problems With Discontinuous Pareto Front.
IEEE Trans. Cybern.
Chunjiang Zhang, Liang Gao, Xinyu Li, Weiming Shen, Jiajun Zhou, Kay Chen Tan
2022 J jnl
Semi-Supervised Defect Detection Method with Data-Expanding Strategy for PCB Quality Inspection.
Sensors
Yusen Wan, Liang Gao, Xinyu Li, Yiping Gao
2022 J jnl
Toward Safe Human-Robot Interaction: A Fast- Response Admittance Control Method for Series Elastic Actuator.
IEEE Trans Autom. Sci. Eng.
Haoran Zhong, Xinyu Li, Liang Gao, Congbo Li
2022 J jnl
Zero-shot surface defect recognition with class knowledge graph.
Adv. Eng. Informatics
Zhaofu Li, Liang Gao, Yiping Gao, Xinyu Li, Hui Li
2022 J jnl
ε-Constrained Differential Evolution Using an Adaptive ε-Level Control Method.
IEEE Trans. Syst. Man Cybern. Syst.
Chunjiang Zhang, A. K. Qin, Weiming Shen, Liang Gao, Kay Chen Tan, Xinyu Li
2021 J jnl
A Deep Lifelong Learning Method for Digital-Twin Driven Defect Recognition With Novel Classes.
J. Comput. Inf. Sci. Eng.
Yiping Gao, Xinyu Li, Liang Gao
2021 C conf
A Discrete Grey Wolf Optimizer for Solving Flexible Job Shop Scheduling Problem with Lot-streaming.
CSCWD
Chunjiang Zhang, Kaixin Wang, Qingji Ma, Xinyu Li, Liang Gao
2021 J jnl
A Generative Adversarial Network Based Deep Learning Method for Low-Quality Defect Image Reconstruction and Recognition.
IEEE Trans. Ind. Informatics
Yiping Gao, Liang Gao, Xinyu Li
2021 — conf
A Genetic Algorithm-Based Ensemble Convolutional Neural Networks for Defect Recognition with Small-Scale Samples.
ICSI (1)
Yiping Gao, Liang Gao, Xinyu Li, Cuiyu Wang
2021 — conf
A Hybrid Algorithm for Multi-objective Permutation Flow Shop Scheduling Problem with Setup Times.
ICSI (2)
Cuiyu Wang, Shuting Wang, Xinyu Li
2021 J jnl
A Modified Genetic Algorithm With New Encoding and Decoding Methods for Integrated Process Planning and Scheduling Problem.
IEEE Trans. Cybern.
Qihao Liu, Xinyu Li, Liang Gao, Yingli Li
2021 J jnl
A New Graph-Based Method for Class Imbalance in Surface Defect Recognition.
IEEE Trans. Instrum. Meas.
Yucheng Wang, Liang Gao, Xinyu Li, Yiping Gao, Xiaotong Xie
2021 J jnl
A New Reinforcement Learning Based Learning Rate Scheduler for Convolutional Neural Network in Fault Classification.
IEEE Trans. Ind. Electron.
Long Wen, Xinyu Li, Liang Gao
2021 J jnl
A Threshold-Control Generative Adversarial Network Method for Intelligent Fault Diagnosis.
Complex Syst. Model. Simul.
Xinyu Li, Sican Cao, Liang Gao, Long Wen
2021 J jnl
A discrete artificial bee colony algorithm for distributed hybrid flowshop scheduling problem with sequence-dependent setup times.
Int. J. Prod. Res.
Yingli Li, Xinyu Li, Liang Gao, Biao Zhang, Quan-Ke Pan, Mehmet Fatih Tasgetiren, Leilei Meng
2021 J jnl
A discrete artificial bee colony algorithm for the distributed heterogeneous no-wait flowshop scheduling problem.
Appl. Soft Comput.
Haoran Li, Xinyu Li, Liang Gao
2021 J jnl
A genetic simulated annealing algorithm for parallel partial disassembly line balancing problem.
Appl. Soft Comput.
Kaipu Wang, Xinyu Li, Liang Gao, Peigen Li, Surendra M. Gupta
2021 J jnl
A new Feature-Fusion method based on training dataset prototype for surface defect recognition.
Adv. Eng. Informatics
Yucheng Wang, Xinyu Li, Yiping Gao, Lijian Wang, Liang Gao
2021 J jnl
A new graph-based semi-supervised method for surface defect classification.
Robotics Comput. Integr. Manuf.
Yucheng Wang, Liang Gao, Yiping Gao, Xinyu Li
2021 J jnl
A new neighborhood structure for job shop scheduling problems.
CoRR
Jin Xie, Xinyu Li, Liang Gao, Lin Gui
2021 J jnl
A two-layer surrogate-assisted differential evolution with better and nearest option for optimizing the spring of hydraulic series elastic actuator.
Appl. Soft Comput.
Haozhen Dong, Xinyu Li, Zan Yang, Liang Gao, Yan Lu
2021 — conf
An Improved Genetic Algorithm for Distributed Job Shop Scheduling Problem.
ICIC (1)
Sihan Wang, Xinyu Li, Liang Gao, Lijian Wang
2021 J jnl
Convolutional Neural Network With Automatic Learning Rate Scheduler for Fault Classification.
IEEE Trans. Instrum. Meas.
Long Wen, Liang Gao, Xinyu Li, Bing Zeng
2021 J jnl
Energy-Efficient Scheduling of Distributed Flow Shop With Heterogeneous Factories: A Real-World Case From Automobile Industry in China.
IEEE Trans. Ind. Informatics
Chao Lu, Liang Gao, Jin Yi, Xinyu Li
2021 J jnl
Energy-efficient distributed heterogeneous welding flow shop scheduling problem using a modified MOEA/D.
Swarm Evol. Comput.
Guangchen Wang, Xinyu Li, Liang Gao, Peigen Li
2021 J jnl
Ensemble of Dynamic Resource Allocation Strategies for Decomposition-Based Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Jiajun Zhou, Liang Gao, Xinyu Li
2021 J jnl
Hyperplane-driven and projection-assisted search for solving many-objective optimization problems.
Inf. Sci.
Jiajun Zhou, Liang Gao, Xinyu Li, Chunjiang Zhang, Chengyu Hu
2021 J jnl
Mathematical modeling and a hybrid evolutionary algorithm for process planning.
J. Intell. Manuf.
Qihao Liu, Xinyu Li, Liang Gao
2021 — conf
Partial Distillation of Deep Feature for Unsupervised Image Anomaly Detection and Segmentation.
ICIC (1)
Qian Wan, Liang Gao, Lijian Wang, Xinyu Li
2021 J jnl
Sustainable scheduling of distributed permutation flow-shop with non-identical factory using a knowledge-based multi-objective memetic optimization algorithm.
Swarm Evol. Comput.
Chao Lu, Liang Gao, Wenyin Gong, Chengyu Hu, Xuesong Yan, Xinyu Li
2021 J jnl
Time Series Classification by Shapelet Dictionary Learning with SVM-Based Ensemble Classifier.
Comput. Intell. Neurosci.
Jitao Zhang, Weiming Shen, Liang Gao, Xinyu Li, Long Wen
2020 J jnl
A Multilevel Information Fusion-Based Deep Learning Method for Vision-Based Defect Recognition.
IEEE Trans. Instrum. Meas.
Yiping Gao, Liang Gao, Xinyu Li, Xi Vincent Wang
2020 — conf
A New Semi-Supervised Deep Learning Approach for Intelligent Defects Recognition.
ICNSC
Yiping Gao, Liang Gao, Xinyu Li
2020 J jnl
A New Two-Level Hierarchical Diagnosis Network Based on Convolutional Neural Network.
IEEE Trans. Instrum. Meas.
Long Wen, Xinyu Li, Liang Gao
2020 J jnl
A Novel Point Cloud Encoding Method Based on Local Information for 3D Classification and Segmentation.
Sensors
Yanan Song, Liang Gao, Xinyu Li, Weiming Shen
2020 J jnl
A Three-Stage Multiobjective Approach Based on Decomposition for an Energy-Efficient Hybrid Flow Shop Scheduling Problem.
IEEE Trans. Syst. Man Cybern. Syst.
Biao Zhang, Quan-Ke Pan, Liang Gao, Leilei Meng, Xinyu Li, Kunkun Peng
2020 J jnl
A multi-objective algorithm for U-shaped disassembly line balancing with partial destructive mode.
Neural Comput. Appl.
Kaipu Wang, Liang Gao, Xinyu Li
2020 J jnl
A novel robotic grasp detection method based on region proposal networks.
Robotics Comput. Integr. Manuf.
Yanan Song, Liang Gao, Xinyu Li, Weiming Shen
2020 J jnl
A semi-supervised convolutional neural network-based method for steel surface defect recognition.
Robotics Comput. Integr. Manuf.
Yiping Gao, Liang Gao, Xinyu Li, Xuguo Yan
2020 J jnl
A transfer convolutional neural network for fault diagnosis based on ResNet-50.
Neural Comput. Appl.
Long Wen, Xinyu Li, Liang Gao
2020 J jnl
A zero-shot learning method for fault diagnosis under unknown working loads.
J. Intell. Manuf.
Yiping Gao, Liang Gao, Xinyu Li, Yuwei Zheng
2020 — conf
Adaptive Delay Compensation for Admittance Control of Hydraulic Series Elastic Actuator.
CASE
Haoran Zhong, Xinyu Li, Liang Gao
2020 J jnl
An improved artificial bee colony algorithm for distributed heterogeneous hybrid flowshop scheduling problem with sequence-dependent setup times.
Comput. Ind. Eng.
Yingli Li, Xinyu Li, Liang Gao, Leilei Meng
2020 J jnl
Chaotic-based grey wolf optimizer for numerical and engineering optimization problems.
Memetic Comput.
Chao Lu, Liang Gao, Xinyu Li, Chengyu Hu, Xuesong Yan, Wenyin Gong
2020 J jnl
Discriminative stacked autoencoder for feature representation and classification.
Sci. China Inf. Sci.
Yiping Gao, Xinyu Li, Liang Gao
2020 — book
Effective Methods for Integrated Process Planning and Scheduling
Xinyu Li, Liang Gao
2020 J jnl
Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems.
IEEE Trans. Evol. Comput.
Xiwen Cai, Liang Gao, Xinyu Li
2020 J jnl
Energy-efficient distributed permutation flow shop scheduling problem using a multi-objective whale swarm algorithm.
Swarm Evol. Comput.
Guangchen Wang, Liang Gao, Xinyu Li, Peigen Li, Mehmet Fatih Tasgetiren
2020 J jnl
Ensemble deep contractive auto-encoders for intelligent fault diagnosis of machines under noisy environment.
Knowl. Based Syst.
Yuyan Zhang, Xinyu Li, Liang Gao, Wen Chen, Peigen Li
2020 — conf
Knowledge Graph-guided Convolutional Neural Network for Surface Defect Recognition.
CASE
Yucheng Wang, Liang Gao, Yiping Gao, Xinyu Li, Lili Gao
2020 J jnl
Some new trends of intelligent simulation optimization and scheduling in intelligent manufacturing.
Serv. Oriented Comput. Appl.
Xinyu Li, Chunjiang Zhang
2020 J jnl
Whale swarm algorithm with the mechanism of identifying and escaping from extreme points for multimodal function optimization.
Neural Comput. Appl.
Bing Zeng, Xinyu Li, Liang Gao, Yuyan Zhang, Haozhen Dong
2019 — conf
A Hierarchical Feature Fusion-based Method for Defect Recognition with a Small Sample.
IEEM
Yiping Gao, Liang Gao, Xinyu Li
2019 J jnl
A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis.
IEEE Trans. Syst. Man Cybern. Syst.
Long Wen, Liang Gao, Xinyu Li
2019 J jnl
A New Snapshot Ensemble Convolutional Neural Network for Fault Diagnosis.
IEEE Access
Long Wen, Liang Gao, Xinyu Li
2019 — conf
A New Spectral Clustering Based on Particle Swarm Optimization for Unsupervised Fault Diagnosis of Bearings.
CASE
Wenbin Song, Mingzhu Lai, Xinyu Li, Yanan Song, Liang Gao
2019 C conf
A New Transfer Learning Based on VGG-19 Network for Fault Diagnosis.
CSCWD
Long Wen, X. Li, Xinyu Li, Liang Gao
2019 — conf
A Shapelet Dictionary Learning Algorithm for Time Series Classification.
CASE
Jitao Zhang, Xinyu Li, Liang Gao, Long Wen, Guokai Liu
2019 J jnl
A decomposition and statistical learning based many-objective artificial bee colony optimizer.
Inf. Sci.
Jiajun Zhou, Liang Gao, Xifan Yao, Felix T. S. Chan, Jianming Zhang, Xinyu Li, Yingzi Lin
2019 J jnl
A decomposition based evolutionary algorithm with direction vector adaption and selection enhancement.
Inf. Sci.
Jiajun Zhou, Xifan Yao, Felix T. S. Chan, Liang Gao, Xuan Jing, Xinyu Li, Yingzi Lin, Yun Li
2019 J jnl
A multi-objective cellular grey wolf optimizer for hybrid flowshop scheduling problem considering noise pollution.
Appl. Soft Comput.
Chao Lu, Liang Gao, Quan-Ke Pan, Xinyu Li, Jun Zheng
2019 J jnl
A multi-objective discrete flower pollination algorithm for stochastic two-sided partial disassembly line balancing problem.
Comput. Ind. Eng.
Kaipu Wang, Xinyu Li, Liang Gao
2019 J jnl
A multi-start variable neighbourhood descent algorithm for hybrid flowshop rescheduling.
Swarm Evol. Comput.
Kunkun Peng, Quan-Ke Pan, Liang Gao, Xinyu Li, Swagatam Das, Biao Zhang
2019 J jnl
A multiobjective evolutionary algorithm based on decomposition for hybrid flowshop green scheduling problem.
Comput. Ind. Eng.
Biao Zhang, Quan-Ke Pan, Liang Gao, Xinyu Li, Leilei Meng, Kunkun Peng
2019 J jnl
An Effective Encoding Method Based on Local Information for 3D Point Cloud Classification.
IEEE Access
Yanan Song, Liang Gao, Xinyu Li, Quan-Ke Pan
2019 J jnl
An Effective Hybrid Genetic Algorithm and Variable Neighborhood Search for Integrated Process Planning and Scheduling in a Packaging Machine Workshop.
IEEE Trans. Syst. Man Cybern. Syst.
Xinyu Li, Liang Gao, Quan-Ke Pan, Liang Wan, Kuo-Ming Chao
2019 — conf
An improved Q-learning based rescheduling method for flexible job-shops with machine failures.
CASE
Meng Zhao, Xinyu Li, Liang Gao, Ling Wang, Mi Xiao
2019 J jnl
An on-line variable-fidelity surrogate-assisted harmony search algorithm with multi-level screening strategy for expensive engineering design optimization.
Knowl. Based Syst.
Jin Yi, Liang Gao, Xinyu Li, Christine A. Shoemaker, Chao Lu
2019 B conf
Differential Evolution with Better and Nearest Option for Function Optimization.
CEC
Haozhen Dong, Liang Gao, Xinyu Li, Haorang Zhong, Bing Zeng
2019 J jnl
Effective constructive heuristics and meta-heuristics for the distributed assembly permutation flowshop scheduling problem.
Appl. Soft Comput.
Quan-Ke Pan, Liang Gao, Xinyu Li, Jose M. Framiñan
2019 J jnl
Effective heuristics and metaheuristics to minimize total flowtime for the distributed permutation flowshop problem.
Expert Syst. Appl.
Quan-Ke Pan, Liang Gao, Ling Wang, Jing Liang, Xinyu Li
2019 — conf
Fault Diagnosis Using Unsupervised Transfer Learning Based on Adversarial Network.
CASE
Zhao Zhang, Xinyu Li, Long Wen, Liang Gao, Yiping Gao
2019 — conf
Green Job Shop Scheduling Problem with Machine at Different Speeds using a multi-objective grey wolf optimization algorithm
CASE
Yuesheng Luo, Chao Lu, Xinyu Li, Ling Wang, Liang Gao
2019 J jnl
Hybrid optimization algorithms by various structures for a real-world inverse scheduling problem with uncertain due-dates under single-machine shop systems.
Neural Comput. Appl.
Jianhui Mou, Liang Gao, Qianjian Guo, Rufeng Xu, Xinyu Li
2019 C conf
Improved non-maximum suppression for detecting overlapping objects.
ICMV
Yanan Song, Xinyu Li, Liang Gao
2019 J jnl
Kinematic calibration method for a two-segment hydraulic leg based on an improved whale swarm algorithm.
Robotics Comput. Integr. Manuf.
Haoran Zhong, Chenghao Hu, Xinyu Li, Liang Gao, Bing Zeng, Haozhen Dong
2019 J jnl
Mathematical modeling and a discrete artificial bee colony algorithm for the welding shop scheduling problem.
Memetic Comput.
Xinyu Li, Shengqiang Xiao, Cuiyu Wang, Jin Yi
2019 J jnl
Parallel chaotic local search enhanced harmony search algorithm for engineering design optimization.
J. Intell. Manuf.
Jin Yi, Xinyu Li, Chih-Hsing Chu, Liang Gao
2019 J jnl
Partial disassembly line balancing for energy consumption and profit under uncertainty.
Robotics Comput. Integr. Manuf.
Kaipu Wang, Xinyu Li, Liang Gao, Akhil Garg
2019 J jnl
Particle swarm optimization hybridized with genetic algorithm for uncertain integrated process planning and scheduling with interval processing time.
Comput. Ind. Eng.
Xinyu Li, Liang Gao, Wenwen Wang, Cuiyu Wang, Long Wen
2019 — conf
Position Control of Hydraulic Series Elastic Actuator with Parameter Self-Optimization.
ICARM
Haorang Zhong, Xinyu Li, Liang Gao, Haozhen Dong
2019 J jnl
Surrogate-guided differential evolution algorithm for high dimensional expensive problems.
Swarm Evol. Comput.
Xiwen Cai, Liang Gao, Xinyu Li, Haobo Qiu
2019 J jnl
Tasks assigning and sequencing of multiple AGVs based on an improved harmony search algorithm.
J. Ambient Intell. Humaniz. Comput.
Guomin Li, Xinyu Li, Liang Gao, Bing Zeng
2018 J jnl
A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method.
IEEE Trans. Ind. Electron.
Long Wen, Xinyu Li, Liang Gao, Yuyan Zhang
2018 J jnl
A hybrid multi-objective evolutionary algorithm with feedback mechanism.
Appl. Intell.
Chao Lu, Liang Gao, Xinyu Li, Bing Zeng, Feng Zhou
2018 J jnl
A new subset based deep feature learning method for intelligent fault diagnosis of bearing.
Expert Syst. Appl.
Yuyan Zhang, Xinyu Li, Liang Gao, Peigen Li
2018 J jnl
An Effective Multiobjective Algorithm for Energy-Efficient Scheduling in a Real-Life Welding Shop.
IEEE Trans. Ind. Informatics
Xinyu Li, Chao Lu, Liang Gao, Shengqiang Xiao, Long Wen
2018 J jnl
An effective L-MONG algorithm for solving multi-objective flow-shop inverse scheduling problems.
J. Intell. Manuf.
Jianhui Mou, Xinyu Li, Liang Gao, Wenchao Yi
2018 — conf
Application of Generative Adversarial Networks for Intelligent Fault Diagnosis.
CASE
Sican Cao, Long Wen, Xinyu Li, Liang Gao
2018 J jnl
Differential Evolution with Nearest & Better Option for Function Optimization.
CoRR
Haozhen Dong, Liang Gao, Xinyu Li, Haorang Zhong, Bing Zeng
2018 J jnl
Engineering design optimization using an improved local search based epsilon differential evolution algorithm.
J. Intell. Manuf.
Wenchao Yi, Yinzhi Zhou, Liang Gao, Xinyu Li, Chunjiang Zhang
2018 J jnl
Optimized tool path planning for five-axis flank milling of ruled surfaces using geometric decomposition strategy and multi-population harmony search algorithm.
Appl. Soft Comput.
Jin Yi, Chih-Hsing Chu, Chi-Lung Kuo, Xinyu Li, Liang Gao
2018 — conf
Using Iterated Greedy with a New Population Approach for the Flexible Jobshop Scheduling Problem.
IEEM
Ghiath Al Aqel, Xinyu Li, Liang Gao, Wenyin Gong, Rui Wang, Teng Ren, Guohua Wu
2018 J jnl
Whale swarm algorithm with iterative counter for multimodal function optimization.
CoRR
Bing Zeng, Xinyu Li, Liang Gao, Yuyan Zhang
2017 — conf
A Novel Data-Driven Fault Diagnosis Method Based on Deep Learning.
DMBD
Yuyan Zhang, Liang Gao, Xinyu Li, Peigen Li
2017 J jnl
A hybrid multi-objective grey wolf optimizer for dynamic scheduling in a real-world welding industry.
Eng. Appl. Artif. Intell.
Chao Lu, Liang Gao, Xinyu Li, Shengqiang Xiao
2017 J jnl
A novel mathematical model and multi-objective method for the low-carbon flexible job shop scheduling problem.
Sustain. Comput. Informatics Syst.
Lvjiang Yin, Xinyu Li, Liang Gao, Chao Lu, Zhao Zhang
2017 J jnl
Adaptive Differential Evolution With Sorting Crossover Rate for Continuous Optimization Problems.
IEEE Trans. Cybern.
Yinzhi Zhou, Wenchao Yi, Liang Gao, Xinyu Li
2017 J jnl
An effective multi-objective discrete virus optimization algorithm for flexible job-shop scheduling problem with controllable processing times.
Comput. Ind. Eng.
Chao Lu, Xinyu Li, Liang Gao, Wei Liao, Jin Yi
2017 C conf
An improved genetic algorithm with rolling window technology for dynamic integrated process planning and scheduling problem.
CSCWD
Lvjiang Yin, Liang Gao, Xinyu Li, Hao Xia
2017 C conf
Cooperative path planning of multiple UAVs based on PH curves and harmony search algorithm.
CSCWD
Jiayang Wu, Jin Yi, Liang Gao, Xinyu Li
2017 J jnl
Effective metaheuristics for scheduling a hybrid flowshop with sequence-dependent setup times.
Appl. Math. Comput.
Quan-Ke Pan, Liang Gao, Xinyu Li, Kai-Zhou Gao
2017 J jnl
IHSCR: Energy-efficient clustering and routing for wireless sensor networks based on harmony search algorithm.
Int. J. Distributed Sens. Networks
Bing Zeng, Yan Dong, Xinyu Li, Liang Gao
2017 J jnl
Multi-objective inverse scheduling optimization of single-machine shop system with uncertain due-dates and processing times.
Clust. Comput.
Jianhui Mou, Liang Gao, Xinyu Li, Quanke Pan, Jiancai Mu
2017 — conf
Whale Swarm Algorithm for Function Optimization.
ICIC (1)
Bing Zeng, Liang Gao, Xinyu Li
2017 J jnl
Whale swarm algorithm for function optimization.
CoRR
Bing Zeng, Liang Gao, Xinyu Li
2016 J jnl
A hybrid genetic algorithm with variable neighborhood search for dynamic integrated process planning and scheduling.
Comput. Ind. Eng.
Hao Xia, Xinyu Li, Liang Gao
2016 B conf
A new constraint handling method for differential evolution solving non-convex economic dispatch problems with valve loading effect.
CEC
Chunjiang Zhang, Yang Wu, Liang Gao, Xinyu Li
2016 — conf
A new improved fruit fly optimization algorithm for traveling salesman problem.
ICACI
Lvjiang Yin, Xinyu Li, Liang Gao, Chao Lu
2016 J jnl
An effective multi-objective discrete grey wolf optimizer for a real-world scheduling problem in welding production.
Adv. Eng. Softw.
Chao Lu, Shengqiang Xiao, Xinyu Li, Liang Gao
2016 J jnl
An efficient modified harmony search algorithm with intersect mutation operator and cellular local search for continuous function optimization problems.
Appl. Intell.
Jin Yi, Liang Gao, Xinyu Li, Jie Gao
2016 J jnl
An improved adaptive differential evolution algorithm for continuous optimization.
Expert Syst. Appl.
Wenchao Yi, Yinzhi Zhou, Liang Gao, Xinyu Li, Jianhui Mou
2016 J jnl
Analysis of mutation vectors selection mechanism in differential evolution.
Appl. Intell.
Yinzhi Zhou, Wenchao Yi, Liang Gao, Xinyu Li
2016 C conf
Differential evolution algorithm with variable neighborhood search for hybrid flow shop scheduling problem.
CSCWD
Wenchao Yi, Liang Gao, Yinzhi Zhou, Xinyu Li
2016 J jnl
Service-oriented disassembly sequence planning for electrical and electronic equipment waste.
Electron. Commer. Res. Appl.
Kai Xia, Liang Gao, Lihui Wang, Weidong Li, Xinyu Li, Winifred Ijomah
2016 J jnl
Solving flexible job shop scheduling using an effective memetic algorithm.
Int. J. Comput. Appl. Technol.
Wenchao Yi, Xinyu Li, Baolin Pan
2016 J jnl
ε constrained differential evolution with pre-estimated comparison using gradient-based approximation for constrained optimization problems.
Expert Syst. Appl.
Wenchao Yi, Xinyu Li, Liang Gao, Yinzhi Zhou, Jida Huang
2015 J jnl
A hybrid algorithm based on a new neighborhood structure evaluation method for job shop scheduling problem.
Comput. Ind. Eng.
Liang Gao, Xinyu Li, Xiaoyu Wen, Chao Lu, Feng Wen
2015 J jnl
A hybrid backtracking search algorithm for permutation flow-shop scheduling problem.
Comput. Ind. Eng.
Qun Lin, Liang Gao, Xinyu Li, Chunjiang Zhang
2015 J jnl
A new differential evolution algorithm with a hybrid mutation operator and self-adapting control parameters for global optimization problems.
Appl. Intell.
Wenchao Yi, Liang Gao, Xinyu Li, Yinzhi Zhou
2015 J jnl
An effective teaching-learning-based cuckoo search algorithm for parameter optimization problems in structure designing and machining processes.
Appl. Soft Comput.
Jida Huang, Liang Gao, Xinyu Li
2015 J jnl
Backtracking Search Algorithm with three constraint handling methods for constrained optimization problems.
Expert Syst. Appl.
Chunjiang Zhang, Qun Lin, Liang Gao, Xinyu Li
2015 J jnl
Electromagnetism-like algorithms for optimized tool path planning in 5-axis flank machining.
Comput. Ind. Eng.
Chi-Lung Kuo, Chih-Hsing Chu, Ying Li, Xinyu Li, Liang Gao
2015 J jnl
Multi-objective optimization based reverse strategy with differential evolution algorithm for constrained optimization problems.
Expert Syst. Appl.
Liang Gao, Yinzhi Zhou, Xinyu Li, Quan-Ke Pan, Wenchao Yi
2015 C conf
Optimal design of photovoltaic-wind hybrid renewable energy system using a discrete geometric selective harmony search.
CSCWD
Jin Yi, Xinyu Li, Liang Gao, Yongping Chen
2014 — conf
A priority based optimization algorithm for multi-objective integrated process planning and scheduling problem.
IEEM
Muhammad Farhan Ausaf, Xinyu Li, Liang Gao
2014 J jnl
An Effective Genetic Algorithm for Multi-objective Integrated Process Planning and Scheduling with Various Flexibilities in Process Planning.
J. Univers. Comput. Sci.
Xinyu Li, Xiaoyu Wen, Liang Gao
2014 J jnl
An Iterated Local Search Algorithm for the Lot-Streaming Flow Shop Scheduling Problem.
Asia Pac. J. Oper. Res.
Hongyan Sang, Liang Gao, Xinyu Li
2014 J jnl
Honey bees mating optimization algorithm for process planning problem.
J. Intell. Manuf.
Xiaoyu Wen, Xinyu Li, Liang Gao, Hongyan Sang
2014 — conf
Optimized tool path planning in 5-axis flank machining using electromagnetism-like algorithms.
IEEM
Chi-Lung Kuo, Chih-Hsing Chu, Ying Li, Xinyu Li, Liang Gao
2013 J jnl
A GEP-based reactive scheduling policies constructing approach for dynamic flexible job shop scheduling problem with job release dates.
J. Intell. Manuf.
Li Nie, Liang Gao, Peigen Li, Xinyu Li
2013 B conf
A Novel Two-Layer Hierarchical Differential Evolution Algorithm for Global Optimization.
SMC
Yinzhi Zhou, Xinyu Li, Liang Gao
2013 B conf
A Novel Two-Level Genetic Algorithm for Integrated Process Planning and Scheduling.
SMC
Liang Wan, Xinyu Li, Liang Gao, Xiaoyu Wen, Wenwen Wang
2013 J jnl
A differential evolution algorithm with intersect mutation operator.
Appl. Soft Comput.
Yinzhi Zhou, Xinyu Li, Liang Gao
2013 J jnl
A new approach for predicting and collaborative evaluating the cutting force in face milling based on gene expression programming.
J. Netw. Comput. Appl.
Yang Yang, Xinyu Li, Liang Gao, Xinyu Shao
2013 J jnl
A new hybrid algorithm for unconstrained optimisation problems.
Int. J. Comput. Appl. Technol.
Jida Huang, Xinyu Li, Liang Gao
2013 C conf
A simplified electromagnetism-like mechanism algorithm for tool path planning in 5-axis flank milling.
CSCWD
Qing Wu, Xinyu Li, Liang Gao, Ying Li
2013 J jnl
An Efficient Memetic Algorithm for Dynamic Flexible Job Shop Scheduling with Random Job Arrivals.
Int. J. Softw. Sci. Comput. Intell.
Liping Zhang, Xinyu Li, Long Wen, Guohui Zhang
2013 J jnl
An improved electromagnetism-like mechanism algorithm for constrained optimization.
Expert Syst. Appl.
Chunjiang Zhang, Xinyu Li, Liang Gao, Qing Wu
2013 B conf
Application of Interval Theory and Genetic Algorithm for Uncertain Integrated Process Planning and Scheduling.
SMC
Wenwen Wang, Xinyu Li, Liang Gao, Xiaoyu Wen, Liang Wan
2013 J jnl
Free Pattern Search for global optimization.
Appl. Soft Comput.
Long Wen, Liang Gao, Xinyu Li, Liping Zhang
2013 C conf
Improved genetic algorithm with external archive maintenance for multi-objective integrated process planning and scheduling.
CSCWD
Xiaoyu Wen, Xinyu Li, Liang Gao, Wenwen Wang, Liang Wan
2013 C conf
Parameters optimization of a multi-pass milling process based on imperialist competitive algorithm.
CSCWD
Yang Yang, Xinyu Li, Liang Gao
2012 J jnl
A multi-objective genetic algorithm for fuzzy flexible job-shop scheduling problem.
Int. J. Comput. Appl. Technol.
Xiaojuan Wang, Liang Gao, Chaoyong Zhang, Xinyu Li
2012 J jnl
An active learning genetic algorithm for integrated process planning and scheduling.
Expert Syst. Appl.
Xinyu Li, Liang Gao, Xinyu Shao
2012 J jnl
An effective cellular particle swarm optimization for parameters optimization of a multi-pass milling process.
Appl. Soft Comput.
Liang Gao, Jida Huang, Xinyu Li
2012 B conf
Application of Free Pattern Search on the surface roughness prediction in end milling.
IEEE Congress on Evolutionary Computation
Long Wen, Liang Gao, Xinyu Li, Yang Yang, Guohui Zhang
2012 J jnl
Application of game theory based hybrid algorithm for multi-objective integrated process planning and scheduling.
Expert Syst. Appl.
Xinyu Li, Liang Gao, Weidong Li
2012 C conf
Dynamic scheduling model in FMS by considering energy consumption and schedule efficiency.
CSCWD
Liping Zhang, Xinyu Li, Liang Gao, Guohui Zhang, Xiaoyu Wen
2012 C conf
Modeling of cutting forces in a face-milling operation with Gene Expression Programming.
CSCWD
Yang Yang, Xinyu Li, Ping Jiang, Long Wen
2012 — conf
Scheduling flexible job shop in dynamic environment based on a memetic algorithm.
ICCI*CC
Liping Zhang, Xinyu Li, Long Wen, Guohui Zhang
2011 — conf
A Differential Evolution Algorithm for Lot-Streaming Flow Shop Scheduling Problem.
ICIC (1)
Hongyan Sang, Liang Gao, Xinyu Li
2011 B conf
A collaborative evolutionary algorithm for multi-objective flexible job shop scheduling problem.
SMC
Xinyu Li, Liang Gao
2011 C conf
An effective multi-swarm collaborative evolutionary algorithm for flexible job shop scheduling problem.
CSCWD
Xinyu Li, Liang Gao, Liping Zhang, Weidong Li
2011 J jnl
An efficient memetic algorithm for solving the job shop scheduling problem.
Comput. Ind. Eng.
Liang Gao, Guohui Zhang, Liping Zhang, Xinyu Li
2011 — ch.
Intelligent Optimisation for Integrated Process Planning and Scheduling.
Multi-objective Evolutionary Optimisation for Product Design and Manufacturing
Weidong Li, Lihui Wang, Xinyu Li, Liang Gao
2010 J jnl
A review on Integrated Process Planning and Scheduling.
Int. J. Manuf. Res.
Xinyu Li, Liang Gao, Chaoyong Zhang, Xinyu Shao
2010 J jnl
An agent-based approach for integrated process planning and scheduling.
Expert Syst. Appl.
Xinyu Li, Chaoyong Zhang, Liang Gao, Weidong Li, Xinyu Shao
2010 — conf
An effective modified Particle Swarm Optimization algorithm for process planning.
BIC-TA
Xinyu Li, Liang Gao, Xinyu Shao, Qing Wu
2010 J jnl
Mathematical modeling and evolutionary algorithm-based approach for integrated process planning and scheduling.
Comput. Oper. Res.
Xinyu Li, Liang Gao, Xinyu Shao, Chaoyong Zhang, Cuiyu Wang
2010 — conf
Training neural networks by electromagnetism-like mechanism algorithm for tourism arrivals forecasting.
BIC-TA
Qing Wu, Chunjiang Zhang, Liang Gao, Xinyu Li
2009 — conf
An Effective Hybrid Genetic Simulated Annealing Algorithm for Process Planning Problem.
ICNC (5)
Kunlei Lian, Chaoyong Zhang, Xinyu Li, Liang Gao
2009 J jnl
Application of Intelligent Strategies for Cooperative Manufacturing Planning.
J. Univers. Comput. Sci.
Weidong Li, Liang Gao, Xinyu Li
2009 J jnl
Integration of process planning and scheduling - A modified genetic algorithm-based approach.
Comput. Oper. Res.
Xinyu Shao, Xinyu Li, Liang Gao, Chaoyong Zhang
2009 C conf
Multi-agent based integration of process planning and scheduling.
CSCWD
Xinyu Li, Weidong Li, Liang Gao, Chaoyong Zhang, Xinyu Shao
2008 — conf
A Genetic Algorithm for Integration of Process Planning and Scheduling Problem.
ICIRA (2)
Xinyu Li, Liang Gao, Guohui Zhang, Chaoyong Zhang, Xinyu Shao
2008 — conf
Variable Neighborhood Genetic Algorithm for the Flexible Job Shop Scheduling Problems.
ICIRA (2)
Guohui Zhang, Liang Gao, Xinyu Li, Peigen Li