A Genetic Algorithm for Integration of Process Planning and Scheduling Problem. - Xinyu Li 001; Liang Gao 001; Guohui Zhang 002; Chaoyong Zhang; Xinyu Shao (ICIRA (2), 2008)

Variable Neighborhood Genetic Algorithm for the Flexible Job Shop Scheduling Problems. - Guohui Zhang 002; Liang Gao 001; Xinyu Li 001; Peigen Li (ICIRA (2), 2008)

Multi-agent based integration of process planning and scheduling. - Xinyu Li 001; Weidong Li 001; Liang Gao 001; Chaoyong Zhang; Xinyu Shao (CSCWD, 2009)

An Effective Hybrid Genetic Simulated Annealing Algorithm for Process Planning Problem. - Kunlei Lian; Chaoyong Zhang; Xinyu Li 001; Liang Gao 001 (ICNC (5), 2009)

Integration of process planning and scheduling - A modified genetic algorithm-based approach. - Xinyu Shao; Xinyu Li 001; Liang Gao 001; Chaoyong Zhang (Comput. Oper. Res., 2009)

Application of Intelligent Strategies for Cooperative Manufacturing Planning. - Weidong Li 001; Liang Gao 001; Xinyu Li 001 (J. Univers. Comput. Sci., 2009)

An effective modified Particle Swarm Optimization algorithm for process planning. - Xinyu Li 001; Liang Gao 001; Xinyu Shao; Qing Wu (BIC-TA, 2010)

Training neural networks by electromagnetism-like mechanism algorithm for tourism arrivals forecasting. - Qing Wu; Chunjiang Zhang; Liang Gao 001; Xinyu Li 001 (BIC-TA, 2010)

Mathematical modeling and evolutionary algorithm-based approach for integrated process planning and scheduling. - Xinyu Li 001; Liang Gao 001; Xinyu Shao; Chaoyong Zhang; Cuiyu Wang (Comput. Oper. Res., 2010)

An agent-based approach for integrated process planning and scheduling. - Xinyu Li 001; Chaoyong Zhang; Liang Gao 001; Weidong Li 001; Xinyu Shao (Expert Syst. Appl., 2010)

A review on Integrated Process Planning and Scheduling. - Xinyu Li 001; Liang Gao 001; Chaoyong Zhang; Xinyu Shao (Int. J. Manuf. Res., 2010)

Intelligent Optimisation for Integrated Process Planning and Scheduling. - Weidong Li 001; Lihui Wang 001; Xinyu Li 001; Liang Gao 001 (Multi-objective Evolutionary Optimisation for Product Design and Manufacturing, 2011)

An effective multi-swarm collaborative evolutionary algorithm for flexible job shop scheduling problem. - Xinyu Li 001; Liang Gao 001; Liping Zhang 002; Weidong Li 001 (CSCWD, 2011)

A Differential Evolution Algorithm for Lot-Streaming Flow Shop Scheduling Problem. - Hongyan Sang; Liang Gao 001; Xinyu Li 001 (ICIC (1), 2011)

A collaborative evolutionary algorithm for multi-objective flexible job shop scheduling problem. - Xinyu Li 001; Liang Gao 001 (SMC, 2011)

An efficient memetic algorithm for solving the job shop scheduling problem. - Liang Gao 001; Guohui Zhang 002; Liping Zhang 002; Xinyu Li 001 (Comput. Ind. Eng., 2011)

Scheduling flexible job shop in dynamic environment based on a memetic algorithm. - Liping Zhang 002; Xinyu Li 001; Long Wen 001; Guohui Zhang 002 (ICCI*CC, 2012)

Application of Free Pattern Search on the surface roughness prediction in end milling. - Long Wen 001; Liang Gao 001; Xinyu Li 001; Yang Yang 078; Guohui Zhang 002 (IEEE Congress on Evolutionary Computation, 2012)

Modeling of cutting forces in a face-milling operation with Gene Expression Programming. - Yang Yang 078; Xinyu Li 001; Ping Jiang 005; Long Wen 001 (CSCWD, 2012)

Dynamic scheduling model in FMS by considering energy consumption and schedule efficiency. - Liping Zhang 002; Xinyu Li 001; Liang Gao 001; Guohui Zhang 002; Xiaoyu Wen (CSCWD, 2012)

An effective cellular particle swarm optimization for parameters optimization of a multi-pass milling process. - Liang Gao 001; Jida Huang; Xinyu Li 001 (Appl. Soft Comput., 2012)

Application of game theory based hybrid algorithm for multi-objective integrated process planning and scheduling. - Xinyu Li 001; Liang Gao 001; Weidong Li 001 (Expert Syst. Appl., 2012)

An active learning genetic algorithm for integrated process planning and scheduling. - Xinyu Li 001; Liang Gao 001; Xinyu Shao (Expert Syst. Appl., 2012)

A multi-objective genetic algorithm for fuzzy flexible job-shop scheduling problem. - Xiaojuan Wang; Liang Gao 001; Chaoyong Zhang; Xinyu Li 001 (Int. J. Comput. Appl. Technol., 2012)

Improved genetic algorithm with external archive maintenance for multi-objective integrated process planning and scheduling. - Xiaoyu Wen; Xinyu Li 001; Liang Gao 001; Wenwen Wang; Liang Wan (CSCWD, 2013)

A simplified electromagnetism-like mechanism algorithm for tool path planning in 5-axis flank milling. - Qing Wu; Xinyu Li 001; Liang Gao 001; Ying Li (CSCWD, 2013)

Parameters optimization of a multi-pass milling process based on imperialist competitive algorithm. - Yang Yang 078; Xinyu Li 001; Liang Gao 001 (CSCWD, 2013)

A Novel Two-Level Genetic Algorithm for Integrated Process Planning and Scheduling. - Liang Wan; Xinyu Li 001; Liang Gao 001; Xiaoyu Wen; Wenwen Wang (SMC, 2013)

Application of Interval Theory and Genetic Algorithm for Uncertain Integrated Process Planning and Scheduling. - Wenwen Wang; Xinyu Li 001; Liang Gao 001; Xiaoyu Wen; Liang Wan (SMC, 2013)

A Novel Two-Layer Hierarchical Differential Evolution Algorithm for Global Optimization. - Yinzhi Zhou; Xinyu Li 001; Liang Gao 001 (SMC, 2013)

Free Pattern Search for global optimization. - Long Wen 001; Liang Gao 001; Xinyu Li 001; Liping Zhang 002 (Appl. Soft Comput., 2013)

A differential evolution algorithm with intersect mutation operator. - Yinzhi Zhou; Xinyu Li 001; Liang Gao 001 (Appl. Soft Comput., 2013)

An improved electromagnetism-like mechanism algorithm for constrained optimization. - Chunjiang Zhang; Xinyu Li 001; Liang Gao 001; Qing Wu (Expert Syst. Appl., 2013)

A new hybrid algorithm for unconstrained optimisation problems. - Jida Huang; Xinyu Li 001; Liang Gao 001 (Int. J. Comput. Appl. Technol., 2013)

An Efficient Memetic Algorithm for Dynamic Flexible Job Shop Scheduling with Random Job Arrivals. - Liping Zhang 002; Xinyu Li 001; Long Wen 001; Guohui Zhang 002 (Int. J. Softw. Sci. Comput. Intell., 2013)

A GEP-based reactive scheduling policies constructing approach for dynamic flexible job shop scheduling problem with job release dates. - Li Nie; Liang Gao 001; Peigen Li; Xinyu Li 001 (J. Intell. Manuf., 2013)

A new approach for predicting and collaborative evaluating the cutting force in face milling based on gene expression programming. - Yang Yang 078; Xinyu Li 001; Liang Gao 001; Xinyu Shao (J. Netw. Comput. Appl., 2013)

A priority based optimization algorithm for multi-objective integrated process planning and scheduling problem. - Muhammad Farhan Ausaf; Xinyu Li 001; Liang Gao 001 (IEEM, 2014)

Optimized tool path planning in 5-axis flank machining using electromagnetism-like algorithms. - Chi-Lung Kuo; Chih-Hsing Chu; Ying Li; Xinyu Li 001; Liang Gao 001 (IEEM, 2014)

An Iterated Local Search Algorithm for the Lot-Streaming Flow Shop Scheduling Problem. - Hongyan Sang; Liang Gao 001; Xinyu Li 001 (Asia Pac. J. Oper. Res., 2014)

Honey bees mating optimization algorithm for process planning problem. - Xiaoyu Wen; Xinyu Li 001; Liang Gao 001; Hongyan Sang (J. Intell. Manuf., 2014)

An Effective Genetic Algorithm for Multi-objective Integrated Process Planning and Scheduling with Various Flexibilities in Process Planning. - Xinyu Li 001; Xiaoyu Wen; Liang Gao 001 (J. Univers. Comput. Sci., 2014)

Optimal design of photovoltaic-wind hybrid renewable energy system using a discrete geometric selective harmony search. - Jin Yi; Xinyu Li 001; Liang Gao 001; Yongping Chen (CSCWD, 2015)

A new differential evolution algorithm with a hybrid mutation operator and self-adapting control parameters for global optimization problems. - Wenchao Yi; Liang Gao 001; Xinyu Li 001; Yinzhi Zhou (Appl. Intell., 2015)

An effective teaching-learning-based cuckoo search algorithm for parameter optimization problems in structure designing and machining processes. - Jida Huang; Liang Gao 001; Xinyu Li 001 (Appl. Soft Comput., 2015)

A hybrid algorithm based on a new neighborhood structure evaluation method for job shop scheduling problem. - Liang Gao 001; Xinyu Li 001; Xiaoyu Wen; Chao Lu 008; Feng Wen (Comput. Ind. Eng., 2015)

Electromagnetism-like algorithms for optimized tool path planning in 5-axis flank machining. - Chi-Lung Kuo; Chih-Hsing Chu; Ying Li; Xinyu Li 001; Liang Gao 001 (Comput. Ind. Eng., 2015)

A hybrid backtracking search algorithm for permutation flow-shop scheduling problem. - Qun Lin 004; Liang Gao 001; Xinyu Li 001; Chunjiang Zhang (Comput. Ind. Eng., 2015)

Multi-objective optimization based reverse strategy with differential evolution algorithm for constrained optimization problems. - Liang Gao 001; Yinzhi Zhou; Xinyu Li 001; Quan-Ke Pan; Wenchao Yi (Expert Syst. Appl., 2015)

Backtracking Search Algorithm with three constraint handling methods for constrained optimization problems. - Chunjiang Zhang; Qun Lin 004; Liang Gao 001; Xinyu Li 001 (Expert Syst. Appl., 2015)

A new constraint handling method for differential evolution solving non-convex economic dispatch problems with valve loading effect. - Chunjiang Zhang; Yang Wu; Liang Gao 001; Xinyu Li 001 (CEC, 2016)

Differential evolution algorithm with variable neighborhood search for hybrid flow shop scheduling problem. - Wenchao Yi; Liang Gao 001; Yinzhi Zhou; Xinyu Li 001 (CSCWD, 2016)

A new improved fruit fly optimization algorithm for traveling salesman problem. - Lvjiang Yin; Xinyu Li 001; Liang Gao 001; Chao Lu 008 (ICACI, 2016)

An effective multi-objective discrete grey wolf optimizer for a real-world scheduling problem in welding production. - Chao Lu 008; Shengqiang Xiao; Xinyu Li 001; Liang Gao 001 (Adv. Eng. Softw., 2016)

An efficient modified harmony search algorithm with intersect mutation operator and cellular local search for continuous function optimization problems. - Jin Yi; Liang Gao 001; Xinyu Li 001; Jie Gao 018 (Appl. Intell., 2016)

Analysis of mutation vectors selection mechanism in differential evolution. - Yinzhi Zhou; Wenchao Yi; Liang Gao 001; Xinyu Li 001 (Appl. Intell., 2016)

A hybrid genetic algorithm with variable neighborhood search for dynamic integrated process planning and scheduling. - Hao Xia; Xinyu Li 001; Liang Gao 001 (Comput. Ind. Eng., 2016)

Service-oriented disassembly sequence planning for electrical and electronic equipment waste. - Kai Xia; Liang Gao 001; Lihui Wang 001; Weidong Li 001; Xinyu Li 001; Winifred Ijomah (Electron. Commer. Res. Appl., 2016)

ε constrained differential evolution with pre-estimated comparison using gradient-based approximation for constrained optimization problems. - Wenchao Yi; Xinyu Li 001; Liang Gao 001; Yinzhi Zhou; Jida Huang (Expert Syst. Appl., 2016)

An improved adaptive differential evolution algorithm for continuous optimization. - Wenchao Yi; Yinzhi Zhou; Liang Gao 001; Xinyu Li 001; Jianhui Mou (Expert Syst. Appl., 2016)

Solving flexible job shop scheduling using an effective memetic algorithm. - Wenchao Yi; Xinyu Li 001; Baolin Pan (Int. J. Comput. Appl. Technol., 2016)

Cooperative path planning of multiple UAVs based on PH curves and harmony search algorithm. - Jiayang Wu; Jin Yi; Liang Gao 001; Xinyu Li 001 (CSCWD, 2017)

An improved genetic algorithm with rolling window technology for dynamic integrated process planning and scheduling problem. - Lvjiang Yin; Liang Gao 001; Xinyu Li 001; Hao Xia (CSCWD, 2017)

A Novel Data-Driven Fault Diagnosis Method Based on Deep Learning. - Yuyan Zhang; Liang Gao 001; Xinyu Li 001; Peigen Li (DMBD, 2017)

Whale Swarm Algorithm for Function Optimization. - Bing Zeng; Liang Gao 001; Xinyu Li 001 (ICIC (1), 2017)

Effective metaheuristics for scheduling a hybrid flowshop with sequence-dependent setup times. - Quan-Ke Pan; Liang Gao 001; Xinyu Li 001; Kai-Zhou Gao (Appl. Math. Comput., 2017)

An effective multi-objective discrete virus optimization algorithm for flexible job-shop scheduling problem with controllable processing times. - Chao Lu 008; Xinyu Li 001; Liang Gao 001; Wei Liao; Jin Yi (Comput. Ind. Eng., 2017)

Multi-objective inverse scheduling optimization of single-machine shop system with uncertain due-dates and processing times. - Jianhui Mou; Liang Gao 001; Xinyu Li 001; Quanke Pan; Jiancai Mu (Clust. Comput., 2017)

A hybrid multi-objective grey wolf optimizer for dynamic scheduling in a real-world welding industry. - Chao Lu 008; Liang Gao 001; Xinyu Li 001; Shengqiang Xiao (Eng. Appl. Artif. Intell., 2017)

IHSCR: Energy-efficient clustering and routing for wireless sensor networks based on harmony search algorithm. - Bing Zeng; Yan Dong 001; Xinyu Li 001; Liang Gao 001 (Int. J. Distributed Sens. Networks, 2017)

A novel mathematical model and multi-objective method for the low-carbon flexible job shop scheduling problem. - Lvjiang Yin; Xinyu Li 001; Liang Gao 001; Chao Lu 008; Zhao Zhang (Sustain. Comput. Informatics Syst., 2017)

Adaptive Differential Evolution With Sorting Crossover Rate for Continuous Optimization Problems. - Yinzhi Zhou; Wenchao Yi; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Cybern., 2017)

Application of Generative Adversarial Networks for Intelligent Fault Diagnosis. - Sican Cao; Long Wen 001; Xinyu Li 001; Liang Gao 001 (CASE, 2018)

Using Iterated Greedy with a New Population Approach for the Flexible Jobshop Scheduling Problem. - Ghiath Al Aqel; Xinyu Li 001; Liang Gao 001; Wenyin Gong; Rui Wang 017; Teng Ren; Guohua Wu 001 (IEEM, 2018)

A hybrid multi-objective evolutionary algorithm with feedback mechanism. - Chao Lu 008; Liang Gao 001; Xinyu Li 001; Bing Zeng; Feng Zhou (Appl. Intell., 2018)

Optimized tool path planning for five-axis flank milling of ruled surfaces using geometric decomposition strategy and multi-population harmony search algorithm. - Jin Yi; Chih-Hsing Chu; Chi-Lung Kuo; Xinyu Li 001; Liang Gao 001 (Appl. Soft Comput., 2018)

Whale swarm algorithm with iterative counter for multimodal function optimization. - Bing Zeng; Xinyu Li 001; Liang Gao 001; Yuyan Zhang (CoRR, 2018)

Differential Evolution with Nearest & Better Option for Function Optimization. - Haozhen Dong; Liang Gao 001; Xinyu Li 001; Haorang Zhong; Bing Zeng (CoRR, 2018)

A new subset based deep feature learning method for intelligent fault diagnosis of bearing. - Yuyan Zhang; Xinyu Li 001; Liang Gao 001; Peigen Li (Expert Syst. Appl., 2018)

An effective L-MONG algorithm for solving multi-objective flow-shop inverse scheduling problems. - Jianhui Mou; Xinyu Li 001; Liang Gao 001; Wenchao Yi (J. Intell. Manuf., 2018)

Engineering design optimization using an improved local search based epsilon differential evolution algorithm. - Wenchao Yi; Yinzhi Zhou; Liang Gao 001; Xinyu Li 001; Chunjiang Zhang (J. Intell. Manuf., 2018)

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method. - Long Wen 001; Xinyu Li 001; Liang Gao 001; Yuyan Zhang (IEEE Trans. Ind. Electron., 2018)

An Effective Multiobjective Algorithm for Energy-Efficient Scheduling in a Real-Life Welding Shop. - Xinyu Li 001; Chao Lu 008; Liang Gao 001; Shengqiang Xiao; Long Wen 001 (IEEE Trans. Ind. Informatics, 2018)

Green Job Shop Scheduling Problem with Machine at Different Speeds using a multi-objective grey wolf optimization algorithm*. - Yuesheng Luo; Chao Lu 008; Xinyu Li 001; Ling Wang 001; Liang Gao 001 (CASE, 2019)

A New Spectral Clustering Based on Particle Swarm Optimization for Unsupervised Fault Diagnosis of Bearings. - Wenbin Song; Mingzhu Lai; Xinyu Li 001; Yanan Song; Liang Gao 001 (CASE, 2019)

A Shapelet Dictionary Learning Algorithm for Time Series Classification. - Jitao Zhang; Xinyu Li 001; Liang Gao 001; Long Wen 001; Guokai Liu (CASE, 2019)

Fault Diagnosis Using Unsupervised Transfer Learning Based on Adversarial Network. - Zhao Zhang; Xinyu Li 001; Long Wen 001; Liang Gao 001; Yiping Gao (CASE, 2019)

An improved Q-learning based rescheduling method for flexible job-shops with machine failures. - Meng Zhao; Xinyu Li 001; Liang Gao 001; Ling Wang 001; Mi Xiao (CASE, 2019)

Differential Evolution with Better and Nearest Option for Function Optimization. - Haozhen Dong; Liang Gao 001; Xinyu Li 001; Haorang Zhong; Bing Zeng (CEC, 2019)

A New Transfer Learning Based on VGG-19 Network for Fault Diagnosis. - Long Wen 001; X. Li; Xinyu Li 001; Liang Gao 001 (CSCWD, 2019)

Position Control of Hydraulic Series Elastic Actuator with Parameter Self-Optimization. - Haorang Zhong; Xinyu Li 001; Liang Gao 001; Haozhen Dong (ICARM, 2019)

Improved non-maximum suppression for detecting overlapping objects. - Yanan Song; Xinyu Li 001; Liang Gao 001 (ICMV, 2019)

A Hierarchical Feature Fusion-based Method for Defect Recognition with a Small Sample. - Yiping Gao; Liang Gao 001; Xinyu Li 001 (IEEM, 2019)

An Effective Encoding Method Based on Local Information for 3D Point Cloud Classification. - Yanan Song; Liang Gao 001; Xinyu Li 001; Quan-Ke Pan (IEEE Access, 2019)

A New Snapshot Ensemble Convolutional Neural Network for Fault Diagnosis. - Long Wen 001; Liang Gao 001; Xinyu Li 001 (IEEE Access, 2019)

A multi-objective cellular grey wolf optimizer for hybrid flowshop scheduling problem considering noise pollution. - Chao Lu 008; Liang Gao 001; Quan-Ke Pan; Xinyu Li 001; Jun Zheng (Appl. Soft Comput., 2019)

Effective constructive heuristics and meta-heuristics for the distributed assembly permutation flowshop scheduling problem. - Quan-Ke Pan; Liang Gao 001; Xinyu Li 001; Jose M. Framiñan (Appl. Soft Comput., 2019)

Particle swarm optimization hybridized with genetic algorithm for uncertain integrated process planning and scheduling with interval processing time. - Xinyu Li 001; Liang Gao 001; Wenwen Wang; Cuiyu Wang; Long Wen 001 (Comput. Ind. Eng., 2019)

A multi-objective discrete flower pollination algorithm for stochastic two-sided partial disassembly line balancing problem. - Kaipu Wang; Xinyu Li 001; Liang Gao 001 (Comput. Ind. Eng., 2019)

A multiobjective evolutionary algorithm based on decomposition for hybrid flowshop green scheduling problem. - Biao Zhang 003; Quan-Ke Pan; Liang Gao 001; Xinyu Li 001; Leilei Meng; Kunkun Peng (Comput. Ind. Eng., 2019)

Effective heuristics and metaheuristics to minimize total flowtime for the distributed permutation flowshop problem. - Quan-Ke Pan; Liang Gao 001; Ling Wang 001; Jing Liang 005; Xinyu Li 001 (Expert Syst. Appl., 2019)

A decomposition and statistical learning based many-objective artificial bee colony optimizer. - Jiajun Zhou; Liang Gao 001; Xifan Yao; Felix T. S. Chan; Jianming Zhang 002; Xinyu Li 001; Yingzi Lin (Inf. Sci., 2019)

A decomposition based evolutionary algorithm with direction vector adaption and selection enhancement. - Jiajun Zhou; Xifan Yao; Felix T. S. Chan; Liang Gao 001; Xuan Jing; Xinyu Li 001; Yingzi Lin; Yun Li 002 (Inf. Sci., 2019)

Tasks assigning and sequencing of multiple AGVs based on an improved harmony search algorithm. - Guomin Li; Xinyu Li 001; Liang Gao 001; Bing Zeng (J. Ambient Intell. Humaniz. Comput., 2019)

Parallel chaotic local search enhanced harmony search algorithm for engineering design optimization. - Jin Yi; Xinyu Li 001; Chih-Hsing Chu; Liang Gao 001 (J. Intell. Manuf., 2019)

An on-line variable-fidelity surrogate-assisted harmony search algorithm with multi-level screening strategy for expensive engineering design optimization. - Jin Yi; Liang Gao 001; Xinyu Li 001; Christine A. Shoemaker; Chao Lu 008 (Knowl. Based Syst., 2019)

Mathematical modeling and a discrete artificial bee colony algorithm for the welding shop scheduling problem. - Xinyu Li 001; Shengqiang Xiao; Cuiyu Wang; Jin Yi (Memetic Comput., 2019)

Hybrid optimization algorithms by various structures for a real-world inverse scheduling problem with uncertain due-dates under single-machine shop systems. - Jianhui Mou; Liang Gao 001; Qianjian Guo; Rufeng Xu; Xinyu Li 001 (Neural Comput. Appl., 2019)

Partial disassembly line balancing for energy consumption and profit under uncertainty. - Kaipu Wang; Xinyu Li 001; Liang Gao 001; Akhil Garg 002 (Robotics Comput. Integr. Manuf., 2019)

Kinematic calibration method for a two-segment hydraulic leg based on an improved whale swarm algorithm. - Haoran Zhong; Chenghao Hu; Xinyu Li 001; Liang Gao 001; Bing Zeng; Haozhen Dong (Robotics Comput. Integr. Manuf., 2019)

Surrogate-guided differential evolution algorithm for high dimensional expensive problems. - Xiwen Cai; Liang Gao 001; Xinyu Li 001; Haobo Qiu (Swarm Evol. Comput., 2019)

A multi-start variable neighbourhood descent algorithm for hybrid flowshop rescheduling. - Kunkun Peng; Quan-Ke Pan; Liang Gao 001; Xinyu Li 001; Swagatam Das; Biao Zhang 003 (Swarm Evol. Comput., 2019)

An Effective Hybrid Genetic Algorithm and Variable Neighborhood Search for Integrated Process Planning and Scheduling in a Packaging Machine Workshop. - Xinyu Li 001; Liang Gao 001; Quan-Ke Pan; Liang Wan; Kuo-Ming Chao (IEEE Trans. Syst. Man Cybern. Syst., 2019)

A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis. - Long Wen 001; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Effective Methods for Integrated Process Planning and Scheduling - Xinyu Li 001; Liang Gao 001 (Springer, 2020)

Knowledge Graph-guided Convolutional Neural Network for Surface Defect Recognition. - Yucheng Wang 001; Liang Gao 001; Yiping Gao; Xinyu Li 001; Lili Gao (CASE, 2020)

Adaptive Delay Compensation for Admittance Control of Hydraulic Series Elastic Actuator. - Haoran Zhong; Xinyu Li 001; Liang Gao 001 (CASE, 2020)

A New Semi-Supervised Deep Learning Approach for Intelligent Defects Recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001 (ICNSC, 2020)

An improved artificial bee colony algorithm for distributed heterogeneous hybrid flowshop scheduling problem with sequence-dependent setup times. - Yingli Li; Xinyu Li 001; Liang Gao 001; Leilei Meng (Comput. Ind. Eng., 2020)

Discriminative stacked autoencoder for feature representation and classification. - Yiping Gao; Xinyu Li 001; Liang Gao 001 (Sci. China Inf. Sci., 2020)

A zero-shot learning method for fault diagnosis under unknown working loads. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Yuwei Zheng (J. Intell. Manuf., 2020)

Ensemble deep contractive auto-encoders for intelligent fault diagnosis of machines under noisy environment. - Yuyan Zhang; Xinyu Li 001; Liang Gao 001; Wen Chen; Peigen Li (Knowl. Based Syst., 2020)

Chaotic-based grey wolf optimizer for numerical and engineering optimization problems. - Chao Lu 008; Liang Gao 001; Xinyu Li 001; Chengyu Hu; Xuesong Yan 001; Wenyin Gong (Memetic Comput., 2020)

A multi-objective algorithm for U-shaped disassembly line balancing with partial destructive mode. - Kaipu Wang; Liang Gao 001; Xinyu Li 001 (Neural Comput. Appl., 2020)

A transfer convolutional neural network for fault diagnosis based on ResNet-50. - Long Wen 001; Xinyu Li 001; Liang Gao 001 (Neural Comput. Appl., 2020)

Whale swarm algorithm with the mechanism of identifying and escaping from extreme points for multimodal function optimization. - Bing Zeng; Xinyu Li 001; Liang Gao 001; Yuyan Zhang; Haozhen Dong (Neural Comput. Appl., 2020)

A semi-supervised convolutional neural network-based method for steel surface defect recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Xuguo Yan (Robotics Comput. Integr. Manuf., 2020)

A novel robotic grasp detection method based on region proposal networks. - Yanan Song; Liang Gao 001; Xinyu Li 001; Weiming Shen 001 (Robotics Comput. Integr. Manuf., 2020)

A Novel Point Cloud Encoding Method Based on Local Information for 3D Classification and Segmentation. - Yanan Song; Liang Gao 001; Xinyu Li 001; Weiming Shen 001 (Sensors, 2020)

Some new trends of intelligent simulation optimization and scheduling in intelligent manufacturing. - Xinyu Li 001; Chunjiang Zhang (Serv. Oriented Comput. Appl., 2020)

Energy-efficient distributed permutation flow shop scheduling problem using a multi-objective whale swarm algorithm. - Guangchen Wang; Liang Gao 001; Xinyu Li 001; Peigen Li; Mehmet Fatih Tasgetiren (Swarm Evol. Comput., 2020)

Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems. - Xiwen Cai; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Evol. Comput., 2020)

A Multilevel Information Fusion-Based Deep Learning Method for Vision-Based Defect Recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Xi Vincent Wang (IEEE Trans. Instrum. Meas., 2020)

A New Two-Level Hierarchical Diagnosis Network Based on Convolutional Neural Network. - Long Wen 001; Xinyu Li 001; Liang Gao 001 (IEEE Trans. Instrum. Meas., 2020)

A Three-Stage Multiobjective Approach Based on Decomposition for an Energy-Efficient Hybrid Flow Shop Scheduling Problem. - Biao Zhang 003; Quan-Ke Pan; Liang Gao 001; Leilei Meng; Xinyu Li 001; Kunkun Peng (IEEE Trans. Syst. Man Cybern. Syst., 2020)

A Discrete Grey Wolf Optimizer for Solving Flexible Job Shop Scheduling Problem with Lot-streaming. - Chunjiang Zhang; Kaixin Wang; Qingji Ma; Xinyu Li 001; Liang Gao 001 (CSCWD, 2021)

Partial Distillation of Deep Feature for Unsupervised Image Anomaly Detection and Segmentation. - Qian Wan; Liang Gao 001; Lijian Wang; Xinyu Li 001 (ICIC (1), 2021)

An Improved Genetic Algorithm for Distributed Job Shop Scheduling Problem. - Sihan Wang; Xinyu Li 001; Liang Gao 001; Lijian Wang (ICIC (1), 2021)

A Genetic Algorithm-Based Ensemble Convolutional Neural Networks for Defect Recognition with Small-Scale Samples. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Cuiyu Wang (ICSI (1), 2021)

A Hybrid Algorithm for Multi-objective Permutation Flow Shop Scheduling Problem with Setup Times. - Cuiyu Wang; Shuting Wang; Xinyu Li 001 (ICSI (2), 2021)

A new Feature-Fusion method based on training dataset prototype for surface defect recognition. - Yucheng Wang 001; Xinyu Li 001; Yiping Gao; Lijian Wang; Liang Gao 001 (Adv. Eng. Informatics, 2021)

A two-layer surrogate-assisted differential evolution with better and nearest option for optimizing the spring of hydraulic series elastic actuator. - Haozhen Dong; Xinyu Li 001; Zan Yang; Liang Gao 001; Yan Lu (Appl. Soft Comput., 2021)

A discrete artificial bee colony algorithm for the distributed heterogeneous no-wait flowshop scheduling problem. - Haoran Li; Xinyu Li 001; Liang Gao 001 (Appl. Soft Comput., 2021)

A genetic simulated annealing algorithm for parallel partial disassembly line balancing problem. - Kaipu Wang; Xinyu Li 001; Liang Gao 001; Peigen Li; Surendra M. Gupta (Appl. Soft Comput., 2021)

Time Series Classification by Shapelet Dictionary Learning with SVM-Based Ensemble Classifier. - Jitao Zhang; Weiming Shen 001; Liang Gao 001; Xinyu Li 001; Long Wen 001 (Comput. Intell. Neurosci., 2021)

A new neighborhood structure for job shop scheduling problems. - Jin Xie; Xinyu Li 001; Liang Gao 001; Lin Gui 006 (CoRR, 2021)

A Threshold-Control Generative Adversarial Network Method for Intelligent Fault Diagnosis. - Xinyu Li 001; Sican Cao; Liang Gao 001; Long Wen 001 (Complex Syst. Model. Simul., 2021)

A discrete artificial bee colony algorithm for distributed hybrid flowshop scheduling problem with sequence-dependent setup times. - Yingli Li; Xinyu Li 001; Liang Gao 001; Biao Zhang 003; Quan-Ke Pan; Mehmet Fatih Tasgetiren; Leilei Meng (Int. J. Prod. Res., 2021)

Hyperplane-driven and projection-assisted search for solving many-objective optimization problems. - Jiajun Zhou; Liang Gao 001; Xinyu Li 001; Chunjiang Zhang; Chengyu Hu (Inf. Sci., 2021)

A Deep Lifelong Learning Method for Digital-Twin Driven Defect Recognition With Novel Classes. - Yiping Gao; Xinyu Li 001; Liang Gao 001 (J. Comput. Inf. Sci. Eng., 2021)

Mathematical modeling and a hybrid evolutionary algorithm for process planning. - Qihao Liu; Xinyu Li 001; Liang Gao 001 (J. Intell. Manuf., 2021)

A new graph-based semi-supervised method for surface defect classification. - Yucheng Wang 001; Liang Gao 001; Yiping Gao; Xinyu Li 001 (Robotics Comput. Integr. Manuf., 2021)

Sustainable scheduling of distributed permutation flow-shop with non-identical factory using a knowledge-based multi-objective memetic optimization algorithm. - Chao Lu 008; Liang Gao 001; Wenyin Gong; Chengyu Hu; Xuesong Yan 001; Xinyu Li 001 (Swarm Evol. Comput., 2021)

Energy-efficient distributed heterogeneous welding flow shop scheduling problem using a modified MOEA/D. - Guangchen Wang; Xinyu Li 001; Liang Gao 001; Peigen Li (Swarm Evol. Comput., 2021)

A Modified Genetic Algorithm With New Encoding and Decoding Methods for Integrated Process Planning and Scheduling Problem. - Qihao Liu; Xinyu Li 001; Liang Gao 001; Yingli Li (IEEE Trans. Cybern., 2021)

Ensemble of Dynamic Resource Allocation Strategies for Decomposition-Based Multiobjective Optimization. - Jiajun Zhou; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Evol. Comput., 2021)

A New Reinforcement Learning Based Learning Rate Scheduler for Convolutional Neural Network in Fault Classification. - Long Wen 001; Xinyu Li 001; Liang Gao 001 (IEEE Trans. Ind. Electron., 2021)

A Generative Adversarial Network Based Deep Learning Method for Low-Quality Defect Image Reconstruction and Recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Ind. Informatics, 2021)

Energy-Efficient Scheduling of Distributed Flow Shop With Heterogeneous Factories: A Real-World Case From Automobile Industry in China. - Chao Lu 008; Liang Gao 001; Jin Yi; Xinyu Li 001 (IEEE Trans. Ind. Informatics, 2021)

A New Graph-Based Method for Class Imbalance in Surface Defect Recognition. - Yucheng Wang 001; Liang Gao 001; Xinyu Li 001; Yiping Gao; Xiaotong Xie (IEEE Trans. Instrum. Meas., 2021)

Convolutional Neural Network With Automatic Learning Rate Scheduler for Fault Classification. - Long Wen 001; Liang Gao 001; Xinyu Li 001; Bing Zeng (IEEE Trans. Instrum. Meas., 2021)

Causality-based Prediction Method for the Diesel Engine Assembly Line System. - Jinhua Hu; Yan-Ning Sun; Hongwei Xu; Zhanluo Zhang; Wei Qin; Xinyu Li 001 (CASE, 2022)

A Logit Adjusting Transformer for Class Imbalance in Surface Defect Recognition. - Zhaofu Li; Liang Gao 001; Xinyu Li 001 (CASE, 2022)

Anchor-based Detection and Height Estimation Framework for Particle Defects on Cathodic Copper Plate Surface. - Chen Sun 015; Qian Wan; Zhaofu Li; Liang Gao 001; Xinyu Li 001; Yiping Gao (CASE, 2022)

Position Encoding Enhanced Feature Mapping for Image Anomaly Detection. - Qian Wan; Yunkang Cao; Liang Gao 001; Weiming Shen 001; Xinyu Li 001 (CASE, 2022)

A Hyper-Heuristic Algorithm for the No-Wait Flowshop Scheduling Problem with Makespan Criterion. - Yu Gao; Ziyue Wang; Liang Gao 001; Xinyu Li 001 (CSCWD, 2022)

An Outlier-Aware Method for UWB Indoor Positioning in NLoS Situations. - Chuan Liu 001; Yunkang Cao; Chen Sun 015; Weiming Shen 001; Xinyu Li 001; Liang Gao 001 (CSCWD, 2022)

A Cross-coupling Fuzzy Auto Disturbance Rejection Strategy-Based Compliance Controller for Leg of Hydraulic Bipedal Robot. - Jingyuan Li; Haozhen Dong; Sicheng Xie; Xinyu Li 001; Liang Gao 001 (ICARM, 2022)

Decentralized Federated Learning Under Communication Delays. - Na Lee; Hangguan Shan; Meiyan Song; Yong Zhou 006; Zhongyuan Zhao; Xinyu Li 001; Zhaoyang Zhang 001 (SECON Workshops, 2022)

Zero-shot surface defect recognition with class knowledge graph. - Zhaofu Li; Liang Gao 001; Yiping Gao; Xinyu Li 001; Hui Li 063 (Adv. Eng. Informatics, 2022)

An effective multi-objective whale swarm algorithm for energy-efficient scheduling of distributed welding flow shop. - Guangchen Wang; Xinyu Li 001; Liang Gao 001; Peigen Li (Ann. Oper. Res., 2022)

Lightweight convolutional neural network with knowledge distillation for cervical cells classification. - Wen Chen; Liang Gao 001; Xinyu Li 001; Weiming Shen 001 (Biomed. Signal Process. Control., 2022)

An improved grey wolf optimizer for welding shop inverse scheduling. - Cuiyu Wang; Li Zhao; Xinyu Li 001; Yang Li 011 (Comput. Ind. Eng., 2022)

A hybrid algorithm with a new neighborhood structure for job shop scheduling problems. - Jin Xie; Xinyu Li 001; Liang Gao 001; Lin Gui 006 (Comput. Ind. Eng., 2022)

A novel vision-based multi-task robotic grasp detection method for multi-object scenes. - Yanan Song; Liang Gao 001; Xinyu Li 001; Weiming Shen 001; Kunkun Peng (Sci. China Inf. Sci., 2022)

A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection. - Chen Sun 015; Liang Gao 001; Xinyu Li 001; Yiping Gao (CoRR, 2022)

Multiple surrogates and offspring-assisted differential evolution for high-dimensional expensive problems. - Xinjing Wang; Liang Gao 001; Xinyu Li 001 (Inf. Sci., 2022)

A random forest-based job shop rescheduling decision model with machine failures. - Meng Zhao; Liang Gao 001; Xinyu Li 001 (J. Ambient Intell. Humaniz. Comput., 2022)

A multiobjective memetic algorithm for integrated process planning and scheduling problem in distributed heterogeneous manufacturing systems. - Qihao Liu; Xinyu Li 001; Liang Gao 001; Guangchen Wang (Memetic Comput., 2022)

Hybrid Loss-Constrained Lightweight Convolutional Neural Networks for Cervical Cell Classification. - Wen Chen; Weiming Shen 001; Liang Gao 001; Xinyu Li 001 (Sensors, 2022)

Integrated Gradient-Based Continuous Wavelet Transform for Bearing Fault Diagnosis. - Junfei Du; Xinyu Li 001; Yiping Gao; Liang Gao 001 (Sensors, 2022)

Semi-Supervised Defect Detection Method with Data-Expanding Strategy for PCB Quality Inspection. - Yusen Wan; Liang Gao 001; Xinyu Li 001; Yiping Gao (Sensors, 2022)

A new genetic algorithm based evolutionary neural architecture search for image classification. - Long Wen 001; Liang Gao 001; Xinyu Li 001; Hui Li 063 (Swarm Evol. Comput., 2022)

A Matheuristic Approach for the No-Wait Flowshop Scheduling Problem with Makespan Criterion. - Yu Gao; Ziyue Wang; Liang Gao 001; Xinyu Li 001 (Symmetry, 2022)

A Graph Guided Convolutional Neural Network for Surface Defect Recognition. - Yucheng Wang 001; Liang Gao 001; Yiping Gao; Xinyu Li 001 (IEEE Trans Autom. Sci. Eng., 2022)

Energy-Efficient Robotic Parallel Disassembly Sequence Planning for End-of-Life Products. - Kaipu Wang; Liang Gao 001; Xinyu Li 001; Peigen Li (IEEE Trans Autom. Sci. Eng., 2022)

Toward Safe Human-Robot Interaction: A Fast- Response Admittance Control Method for Series Elastic Actuator. - Haoran Zhong; Xinyu Li 001; Liang Gao 001; Congbo Li (IEEE Trans Autom. Sci. Eng., 2022)

Modeling and Balancing for Disassembly Lines Considering Workers With Different Efficiencies. - Kaipu Wang; Xinyu Li 001; Liang Gao 001; Peigen Li (IEEE Trans. Cybern., 2022)

A Discrete Artificial Bee Colony Algorithm for Multiobjective Disassembly Line Balancing of End-of-Life Products. - Kaipu Wang; Xinyu Li 001; Liang Gao 001; Peigen Li; John W. Sutherland (IEEE Trans. Cybern., 2022)

Resetting Weight Vectors in MOEA/D for Multiobjective Optimization Problems With Discontinuous Pareto Front. - Chunjiang Zhang; Liang Gao 001; Xinyu Li 001; Weiming Shen 001; Jiajun Zhou; Kay Chen Tan (IEEE Trans. Cybern., 2022)

A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis. - Xinyu Li 001; Zhao Zhang; Liang Gao 001; Long Wen 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Industrial Image Anomaly Localization Based on Gaussian Clustering of Pretrained Feature. - Qian Wan; Liang Gao 001; Xinyu Li 001; Long Wen 001 (IEEE Trans. Ind. Electron., 2022)

A Hierarchical Training-Convolutional Neural Network for Imbalanced Fault Diagnosis in Complex Equipment. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Siyu Cao (IEEE Trans. Ind. Informatics, 2022)

A New Cycle-consistent Adversarial Networks With Attention Mechanism for Surface Defect Classification With Small Samples. - Long Wen 001; You Wang; Xinyu Li 001 (IEEE Trans. Ind. Informatics, 2022)

An Early Fault Detection Method of Rotating Machines Based on Unsupervised Sequence Segmentation Convolutional Neural Network. - Wenbin Song; Weiming Shen 001; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Instrum. Meas., 2022)

Logit Inducing With Abnormality Capturing for Semi-Supervised Image Anomaly Detection. - Qian Wan; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Instrum. Meas., 2022)

ε-Constrained Differential Evolution Using an Adaptive ε-Level Control Method. - Chunjiang Zhang; A. Kai Qin; Weiming Shen 001; Liang Gao 001; Kay Chen Tan; Xinyu Li 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Intelligence Optimization for Green Scheduling in Manufacturing Systems - Chao Lu 008; Liang Gao 001; Xinyu Li 001; Lvjiang Yin (Springer, 2023)

A Hybrid Co-Evolutionary Algorithm for the PBS Scheduling Problem in Automobile Industry. - Yue Teng; Xinyu Li 001; Qihao Liu; Shichen Tian; Wenxin Ma; Chunjiang Zhang (CASE, 2023)

An Adaptive Discrete Whale Swarm Algorithm for the Distributed Job-Shop Scheduling Problem with Limited AGVs. - Youjie Yao 001; Cuiyu Wang; Yiping Gao; Xinyu Li 001; Liang Gao 001 (CASE, 2023)

Simple Parameter-free Self-attention Approximation. - Yuwen Zhai; Jing Hao; Liang Gao 001; Xinyu Li 001; Yiping Gao; Shumin Han (Tiny Papers @ ICLR, 2023)

Distributed Permutation Flow Shop Scheduling Method Based on Efficient Job Allocation Strategy. - Yang Li 011; Xinyu Li 001; Liang Gao 001; Cuiyu Wang; Yue Teng (IEEM, 2023)

Optimisation framework and method for solving the serial dual-shop collaborative scheduling problem. - Lin Gui 006; Ling Fu; Xinyu Li 001; Wei Zhou; Liang Gao 001; Zhimou Xiang; Wei Zhu (Int. J. Prod. Res., 2023)

A New Contrastive GAN With Data Augmentation for Surface Defect Recognition Under Limited Data. - Zongwei Du; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Instrum. Meas., 2023)

Adaptive Class Center Generalization Network: A Sparse Domain-Regressive Framework for Bearing Fault Diagnosis Under Unknown Working Conditions. - Bin Wang; Long Wen 001; Xinyu Li 001; Liang Gao 001 (IEEE Trans. Instrum. Meas., 2023)

A New Multiscale Multiattention Convolutional Neural Network for Fine-Grained Surface Defect Detection. - Long Wen 001; Yang Zhang; Liang Gao 001; Xinyu Li 001; Min Li 016 (IEEE Trans. Instrum. Meas., 2023)

An Effective Solution Space Clipping-Based Algorithm for Large-Scale Permutation Flow Shop Scheduling Problem. - Yang Li 011; Xinyu Li 001; Liang Gao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Unsupervised Image Anomaly Detection and Segmentation Based on Pretrained Feature Mapping. - Qian Wan; Liang Gao 001; Xinyu Li 001; Long Wen 001 (IEEE Trans. Ind. Informatics, 2023)

A new neighbourhood structure for job shop scheduling problems. - Jin Xie; Xinyu Li 001; Liang Gao 001; Lin Gui 006 (Int. J. Prod. Res., 2023)

A new hyper-parameter optimization method for machine learning in fault classification. - Xingchen Ye; Liang Gao 001; Xinyu Li 001; Long Wen 001 (Appl. Intell., 2023)

A hierarchical training-convolutional neural network with feature alignment for steel surface defect recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001 (Robotics Comput. Integr. Manuf., 2023)

A novel MILP model for job shop scheduling problem with mobile robots. - You-Jie Yao 001; Qihao Liu; Xinyu Li 001; Liang Gao 001 (Robotics Comput. Integr. Manuf., 2023)

An improved multi-population genetic algorithm with a greedy job insertion inter-factory neighborhood structure for distributed heterogeneous hybrid flow shop scheduling problem. - Hanghao Cui; Xinyu Li 001; Liang Gao 001 (Expert Syst. Appl., 2023)

Two novel MILP models with different flexibilities for solving integrated process planning and scheduling problems. - Qihao Liu; Xinyu Li 001; Liang Gao 001; Jiaxin Fan (J. Oper. Res. Soc., 2023)

A cooperative hierarchical deep reinforcement learning based multi-agent method for distributed job shop scheduling problem with random job arrivals. - Jiang-Ping Huang; Liang Gao 001; Xinyu Li 001; Chunjiang Zhang (Comput. Ind. Eng., 2023)

A multi-population co-evolutionary algorithm for green integrated process planning and scheduling considering logistics system. - Qihao Liu; Cuiyu Wang; Xinyu Li 001; Liang Gao 001 (Eng. Appl. Artif. Intell., 2023)

A novel MILP model and an improved genetic algorithm for disassembly line balancing and sequence planning with partial destructive mode. - Kaipu Wang; Jun Guo; Baigang Du; Yibing Li 002; Hongtao Tang; Xinyu Li 001; Liang Gao 001 (Comput. Ind. Eng., 2023)

A guided genetic programming with attribute node activation encoding for resource constrained project scheduling problem. - Haojie Chen; Xinyu Li 001; Liang Gao 001 (Swarm Evol. Comput., 2023)

Open-Set Fault Diagnosis based on Prototype Learning with Dual Category-Classifier. - Shenqiang Ke; Liang Gao 001; Xinyu Li 001; Yiping Gao (CASE, 2024)

A Hybrid Genetic Algorithm for Flexible Job Shop Scheduling Problem with Batch Processing Machines. - Tianhong Wang 008; Yue Teng; Chunjiang Zhang; Yiping Gao; Xinyu Li 001 (CSCWD, 2024)

Desirable Properties Based Neural Network Explanations Evaluation Method for Fault Diagnosis. - Junfei Du; Xinyu Li 001; Liang Gao 001; Yiping Gao (ICIC (LNAI 4), 2024)

ACAT-transformer: Adaptive classifier with attention-wise transformation for few-sample surface defect recognition. - Zhaofu Li; Liang Gao 001; Xinyu Li 001; Yiping Gao (Adv. Eng. Informatics, 2024)

A multi-disjunctive-graph model-based memetic algorithm for the distributed job shop scheduling problem. - Sihan Wang; Xinyu Li 001; Liang Gao 001; Jiahang Li 003 (Adv. Eng. Informatics, 2024)

Knowledge-based multi-objective evolutionary algorithm for energy-efficient flexible job shop scheduling with mobile robot transportation. - Youjie Yao 001; Qingzheng Wang; Cuiyu Wang; Xinyu Li 001; Liang Gao 001; Kai Xia (Adv. Eng. Informatics, 2024)

An operator-inspired framework for metaheuristics and its applications on job-shop scheduling problems. - Jiahang Li 003; Xinyu Li 001; Liang Gao 001 (Appl. Soft Comput., 2024)

Modeling and multi-objective optimization for energy-aware scheduling of distributed hybrid flow-shop. - Chao Lu 008; Jiajun Zhou; Liang Gao 001; Xinyu Li 001; Junliang Wang (Appl. Soft Comput., 2024)

An improved co-evolutionary memetic algorithm based on novel schedule type and unconditional feasibility for hybrid flow-shop scheduling problem. - Yue Teng; Xinyu Li 001; Liang Gao 001; Jin Xie; Yang Li 011 (Comput. Ind. Eng., 2024)

Automatic programming via large language models with population self-evolution for dynamic job shop scheduling problem. - Jin Huang; Xinyu Li 001; Liang Gao 001; Qihao Liu; Yue Teng (CoRR, 2024)

A multi-objective genetic algorithm based on two-stage reinforcement learning for green flexible shop scheduling problem considering machine speed. - Mengzhen Zhuang; Wei Zhang 254; Hongtao Tang; Xinyu Li 001; Kaipu Wang (Expert Syst. Appl., 2024)

A surrogate-assisted dual-tree genetic programming framework for dynamic resource constrained multi-project scheduling problem. - Haojie Chen; Xinyu Li 001; Liang Gao 001 (Int. J. Prod. Res., 2024)

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. - Hanghao Cui; Xinyu Li 001; Liang Gao 001; Chunjiang Zhang (Int. J. Prod. Res., 2024)

An efficient and adaptive design of reinforcement learning environment to solve job shop scheduling problem with soft actor-critic algorithm. - Jinghua Si; Xinyu Li 001; Liang Gao 001; Peigen Li (Int. J. Prod. Res., 2024)

Tabu search based on novel neighborhood structures for solving job shop scheduling problem integrating finite transportation resources. - You-Jie Yao 001; Lin Gui 006; Xinyu Li 001; Liang Gao 001 (Robotics Comput. Integr. Manuf., 2024)

An iterated greedy algorithm with acceleration of job allocation probability for distributed heterogeneous permutation flowshop scheduling problem. - Haoran Li; Xinyu Li 001; Liang Gao 001 (Swarm Evol. Comput., 2024)

A genetic algorithm with critical path-based variable neighborhood search for distributed assembly job shop scheduling problem. - Shichen Tian; Chunjiang Zhang; Jiaxin Fan; Xinyu Li 001; Liang Gao 001 (Swarm Evol. Comput., 2024)

A hybrid genetic tabu search algorithm for distributed job-shop scheduling problems. - Jin Xie; Liang Gao 001; Xinyu Li 001; Lin Gui 006 (Swarm Evol. Comput., 2024)

A DQN-based memetic algorithm for energy-efficient job shop scheduling problem with integrated limited AGVs. - Youjie Yao 001; Xinyu Li 001; Liang Gao 001 (Swarm Evol. Comput., 2024)

A Multi-MILP Model Collaborative Optimization Method for Integrated Process Planning and Scheduling Problem. - Qihao Liu; Xinyu Li 001; Liang Gao 001; Jiaxin Fan (IEEE Trans. Engineering Management, 2024)

An Incremental Knowledge Learning Framework for Continuous Defect Detection. - Chen Sun 015; Liang Gao 001; Xinyu Li 001; Pai Zheng; Yiping Gao (IEEE Trans. Instrum. Meas., 2024)

Deep Feature Contrasting for Industrial Image Anomaly Segmentation. - Qian Wan; Yunkang Cao; Liang Gao 001; Xinyu Li 001; Yiping Gao (IEEE Trans. Instrum. Meas., 2024)

A Multi-level spatial feature fusion-based transformer for intelligent defect recognition with small samples toward smart manufacturing system. - Yiping Gao; Xinyu Li 001; Liang Gao 001 (Int. J. Comput. Integr. Manuf., 2024)

Multi-operator opposition-based learning with the neighborhood structure for numerical optimization problems and its applications. - Jiahang Li 003; Liang Gao 001; Xinyu Li 001 (Swarm Evol. Comput., 2024)

An end-to-end deep reinforcement learning method based on graph neural network for distributed job-shop scheduling problem. - Jiang-Ping Huang; Liang Gao 001; Xinyu Li 001 (Expert Syst. Appl., 2024)

Dynamic Balancing of U-Shaped Robotic Disassembly Lines Using an Effective Deep Reinforcement Learning Approach. - Kaipu Wang; Yibing Li 002; Jun Guo; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Ind. Informatics, 2024)

The benchmark instances of the FJSP-F (MATLAB version). - Jiahang Li 003; Xinyu Li 001; Liang Gao 001 (Zenodo, 2024)

A uniform sampling method for permutation space. - Lin Gui 006; Xinyu Li 001; Qingfu Zhang 001; Liang Gao 001 (Ann. Oper. Res., 2024)

Self-Supervised-Enabled Open-Set Cross-Domain Fault Diagnosis Method for Rotating Machinery. - Li Wang 079; Yiping Gao; Xinyu Li 001; Liang Gao 001 (IEEE Trans. Ind. Informatics, 2024)

On the Spatio-Temporal Analysis and Optimization of AoI in Cell-Free IIoT Networks. - Meiyan Song; Hangguan Shan; Yu Cheng 003; Weihua Zhuang; Xinyu Li 001; Qi Zhang 038; Xianhua He (IEEE Trans. Wirel. Commun., 2024)

DZAD: Diffusion-based Zero-shot Anomaly Detection. - Tianrui Zhang; Liang Gao 001; Xinyu Li 001; Yiping Gao (AAAI, 2025)

An Improved Gray Wolf Optimizer for Wafer Probing Scheduling Problem. - Yifan Gao; Xinyu Li 001; Chunjiang Zhang; Zishun Hu; Yiping Gao; Liang Gao 001 (CSCWD, 2025)

A Discrete Grey Wolf Optimizer with an Active-Decoding Strategy for Reconfigurable Manufacturing System Scheduling Problem. - Haoran Li; Cuiyu Wang; Xinyu Li 001; Qihao Liu; Yiping Gao; Liang Gao 001 (CSCWD, 2025)

An Iterative Branch-and-bound Approach for Complex Product Assembly Station Scheduling Problem. - Shichen Tian; Chunjiang Zhang; Cuiyu Wang; Xinyu Li 001; Liang Gao 001 (CSCWD, 2025)

A Dense Pixel-Based Genetic Algorithm for Additive Manufacturing Scheduling Problem. - Zipeng Yang; Xinyu Li 001; Qihao Liu; Chunjiang Zhang; Liang Gao 001 (CSCWD, 2025)

Real-time scheduling for production-logistics collaborative environment using multi-agent deep reinforcement learning. - Yuxin Li; Xinyu Li 001; Liang Gao 001 (Adv. Eng. Informatics, 2025)

Threshold alignment indicator driven two-phase nonlinear degradation model for remaining useful life prediction of rolling bearing. - Xuewu Pei; Xinyu Li 001; Jiawei Li; Yiping Gao; Liang Gao 001 (Adv. Eng. Informatics, 2025)

Constraint programming-based layered method for integrated process planning and scheduling in extensive flexible manufacturing. - Mengya Zhang; Xinyu Li 001; Liang Gao 001; Qihao Liu (Adv. Eng. Informatics, 2025)

Tackling dual-resource flexible job shop scheduling problem in the production line reconfiguration scenario: An efficient meta-heuristic with critical path-based neighborhood search. - Ziyu Zhang; Xinyu Li 001; Liang Gao 001; Qihao Liu; Jin Huang (Adv. Eng. Informatics, 2025)

A particle swarm optimization and constraint programming-based approach for integrated process planning and scheduling with lot streaming problem. - Mengya Zhang; Xinyu Li 001; Liang Gao 001; Qihao Liu (Appl. Soft Comput., 2025)

A hybrid optimization algorithm based on fitness landscape analysis for generalized job-shop scheduling problems. - Lin Gui 006; Xinyu Li 001; Liang Gao 001; Qihao Liu (Comput. Ind. Eng., 2025)

A task-oriented evolutionary algorithm with a fitness-distance selection for fixture-constrained flexible job shop scheduling problem considering transfer times. - Jiahang Li 003; Qihao Liu; Cuiyu Wang; Xinyu Li 001; Liang Gao 001 (Comput. Ind. Eng., 2025)

A novel topological neighborhood structure for flexible job shop scheduling problem with variable sublots. - Zipeng Yang; Xinyu Li 001; Liang Gao 001; Qihao Liu (Comput. Oper. Res., 2025)

A heterogeneous graph attention-enhanced deep reinforcement learning framework for flexible job shop scheduling problem with variable sublots. - Zipeng Yang; Xinyu Li 001; Liang Gao 001; Qihao Liu (Eng. Appl. Artif. Intell., 2025)

An end-to-end decentralised scheduling framework based on deep reinforcement learning for dynamic distributed heterogeneous flowshop scheduling. - Haoran Li; Liang Gao 001; Qingsong Fan; Xinyu Li 001; Baoan Han (Int. J. Prod. Res., 2025)

Graph reinforcement learning based dynamic scheduling for human-machine symbiosis manufacturing considering multi-type disturbance events. - Yuxin Li; Jinlong Zhou; You-Jie Yao 001; Qihao Liu; Xinyu Li 001; Liang Gao 001 (J. Ind. Inf. Integr., 2025)

Multi-agent deep reinforcement learning for dynamic reconfigurable shop scheduling considering batch processing and worker cooperation. - Yuxin Li; Xinyu Li 001; Liang Gao 001; Zhibing Lu (Robotics Comput. Integr. Manuf., 2025)

A disjunctive graph-based metaheuristic for flexible job-shop scheduling problems considering fixture shortages in customized manufacturing systems. - Jiahang Li 003; Qihao Liu; Cuiyu Wang; Xinyu Li 001 (Robotics Comput. Integr. Manuf., 2025)

Optimization of machine configuration and scheduling in the hybrid flow shop using a linear programming-driven evolutionary approach. - Mengya Zhang; Cuiyu Wang; Xinyu Li 001; Liang Gao 001 (Robotics Comput. Integr. Manuf., 2025)

An improved adaptive hybrid algorithm for solving distributed flexible job shop scheduling problem. - Cuiyu Wang; Mengxi Wei; Qihao Liu; Xinjian Zhang; Xinyu Li 001 (Swarm Evol. Comput., 2025)

A survey on vehicle-drone cooperative delivery operations optimization: Models, methods, and future research directions. - Jing Zhou; Jin Yi; Zhenyu Yang; Huayan Pu; Xinyu Li 001; Jun Luo 006; Liang Gao 001 (Swarm Evol. Comput., 2025)

A Hierarchical Multi-Action Deep Reinforcement Learning Method for Dynamic Distributed Job-Shop Scheduling Problem With Job Arrivals. - Jiang-Ping Huang; Liang Gao 001; Xinyu Li 001 (IEEE Trans Autom. Sci. Eng., 2025)

A Novel GA-CP Method for Fixed-Type Multi-Robot Collaborative Scheduling in Flexible Job Shop. - Jin Huang; Xinyu Li 001; Liang Gao 001 (IEEE Trans Autom. Sci. Eng., 2025)

A Flexible Job Shop Scheduling Problem Considering On-Site Machining Fixtures: A Case Study From Customized Manufacturing Enterprise. - Jiahang Li 003; Xinyu Li 001; Liang Gao 001; Qihao Liu (IEEE Trans Autom. Sci. Eng., 2025)

A Novel Mathematical Model for the Flexible Job-Shop Scheduling Problem With Limited Automated Guided Vehicles. - Youjie Yao 001; Qihao Liu; Ling Fu; Xinyu Li 001; Yanbin Yu; Liang Gao 001; Wei Zhou (IEEE Trans Autom. Sci. Eng., 2025)

Adversarial Contrastive Learning-Enabled Domain Extension Method for Time-Varying Cross-Domain Fault Diagnosis. - Li Wang 079; Yiping Gao; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Instrum. Meas., 2025)

A Knowledge-Driven Hybrid Algorithm for Solving the Integrated Production and Transportation Scheduling Problem in Job Shop. - You-Jie Yao 001; Cuiyu Wang; Xinyu Li 001; Liang Gao 001 (IEEE Trans. Intell. Transp. Syst., 2025)

Automatic MILP Model Construction for Multi-Robot Task Allocation and Scheduling Based on Large Language Models. - Mingming Peng; Zhendong Chen; Jie Yang; Jin Huang; Zhengqi Shi; Qihao Liu; Xinyu Li 001; Liang Gao 001 (CoRR, 2025)

Real-Time Scheduling for Flexible Job Shop With AGVs Using Multiagent Reinforcement Learning and Efficient Action Decoding. - Yuxin Li; Qingzheng Wang; Xinyu Li 001; Liang Gao 001; Ling Fu; Yanbin Yu; Wei Zhou (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Multilevel Feature Alignment Method for Advancing Remaining Useful Life Prediction of Rolling Bearing. - Xuewu Pei; Yiping Gao; Xinyu Li 001; Liang Gao 001; Xingxin Zhao (IEEE Internet Things J., 2025)

Self-Supervised Pseudo-Label Learning-Enabled Cross-Domain Fault Diagnosis Method Under Time-Varying Speeds. - Li Wang 079; Yiping Gao; Xinyu Li 001; Liang Gao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Iterative model pruning with sparsity learning for infrared rotary-wing UAV detection. - Hongkang Tao; Zan Yang; Jiansheng Liu; Haobo Qiu; Xinyu Li 001; Liang Gao 001 (Expert Syst. Appl., 2026)