Shixin Liu - RankMe

96 papers B 14Journal 64Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Decomposition-Based Evolutionary Algorithm With Clustering and Hierarchical Estimation for Multiobjective Fuzzy Flexible Jobshop Scheduling. IEEE Trans. Evol. Comput. Xuwei Zhang, Shixin Liu, Ziyan Zhao, Shengxiang Yang
2026	J	`jnl`	Optimization of Circular Disassembly Lines With Human-Assisted Robotic Workstations Using Two-Stage Greedy PPO Algorithm. IEEE Trans. Comput. Soc. Syst. Shujin Qin, Yujie Feng, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi
2026	J	`jnl`	Overcoming scalability challenges in multi-objective flexible jobshop scheduling algorithms by automatic configuration. Appl. Soft Comput. Xuwei Zhang, Shixin Liu, Ziyan Zhao, Jianhai Song, Shengxiang Yang
2026	J	`jnl`	TPH-SMOTE: A tri-process heuristic oversampling approach integrating SMOTE and whale optimization for imbalanced binary classification. Expert Syst. Appl. Zichao Du, Shen Yan, Jiacun Wang, Xiwang Guo, Shixin Liu
2025	J	`jnl`	A Multiobjective Discrete Harmony Search Optimizer for Disassembly Line Balancing Problems Considering Human Factors. IEEE Trans. Hum. Mach. Syst. Tingting Wei, Xiwang Guo, MengChu Zhou, Jiacun Wang, Shixin Liu, Shujin Qin, Ying Tang
2025	J	`jnl`	A Q-Learning-Assisted Co-Evolutionary Algorithm for Distributed Assembly Flexible Job Shop Scheduling Problems. Comput. Mater. Continua Song Gao, Shixin Liu
2025	J	`jnl`	A lightweight model for autonomous vehicle to detect front vehicles in traffic flow. Signal Image Video Process. Xuejing Du, Shixin Liu
2025	J	`jnl`	Dynamic quadratic decomposition-based evolutionary algorithm for multi-objective fuzzy flexible jobshop scheduling. Swarm Evol. Comput. Xuwei Zhang, Ziyan Zhao, Shujin Qin, Shixin Liu, MengChu Zhou
2025	—	`conf`	Enhancing SQL Table Acquisition with Reverse Engineering for Text-to-SQL. EMNLP (Findings) Shixin Liu, Haoyu Xu, Yu Hong
2025	J	`jnl`	Exact Algorithm for Batch Scheduling With Many-to-Many Job-Tool Matching and Job Release Time Constraints. IEEE Trans Autom. Sci. Eng. Shengchao Li, Shixin Liu, Ziyan Zhao, MengChu Zhou
2025	J	`jnl`	Improved Carnivorous Plant Algorithm for Human-Robot Collaborative U-Shaped Disassembly Line Balancing With Mobile Workers. IEEE Trans. Comput. Soc. Syst. Shujin Qin, Shaokang Dai, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi, Bin Hu, Yingjun Ji
2025	J	`jnl`	Learning-Based Approach to Integrated Operational Optimization Problems in Robot-Assisted Multistation Warehouse Systems. IEEE Trans. Syst. Man Cybern. Syst. Ziyan Zhao, Bingchen Cao, Jiaqi Liang, Shixin Liu, MengChu Zhou
2025	J	`jnl`	Lexicographic Dual-Objective Path Finding in Multi-Agent Systems. IEEE Trans Autom. Sci. Eng. Ziyan Zhao, Siyi Li, Shixin Liu, MengChu Zhou, Xingyang Li, Xiaochun Yang
2025	J	`jnl`	Modeling and Optimization of Multiproduct Human-Robot Collaborative Hybrid Disassembly Line Balancing With Resource Sharing. IEEE Trans. Comput. Soc. Syst. Xiwang Guo, Feng Guo, Liang Qi, Jiacun Wang, Shixin Liu, Shujin Qin, Weitian Wang
2025	J	`jnl`	Multi-Mobile-Robot Transport and Production Integrated System Optimization. IEEE Trans Autom. Sci. Eng. Ziyan Zhao, Xingyang Li, Shixin Liu, MengChu Zhou, Xiaochun Yang
2025	J	`jnl`	Multi-Product Multi-Stage Multi-Period Resource Allocation for Minimizing Batch-Processing Steel Production Cost. IEEE Trans Autom. Sci. Eng. Zhuohan Zhang, Ziyan Zhao, Shujin Qin, Shixin Liu, MengChu Zhou
2025	J	`jnl`	Multiple Product Hybrid Disassembly Line Balancing Problem With Human-Robot Collaboration. IEEE Trans Autom. Sci. Eng. Shujin Qin, Changsheng Xiang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi
2025	J	`jnl`	Optimal Assignment and Scheduling of Cranes in Slab Yard for Iron and Steel Production Enterprises. IEEE Trans Autom. Sci. Eng. Xu Wang, MengChu Zhou, Qiuhong Zhao, Shixin Liu, Xiwang Guo, Liang Qi, Aiiad Albeshri
2025	J	`jnl`	Robust optimization algorithm for integrated crane assignment and scheduling in slab yard with uncertain arrival time. Int. J. Prod. Res. Xu Wang, Qiuhong Zhao, Shixin Liu, Jia Wang, Liang Qi
2025	J	`jnl`	Twin Delayed Deep Deterministic Policy Gradient Algorithm for a Heterogeneous Multifactory Remanufacturing Optimization Problem. IEEE Trans. Comput. Soc. Syst. Liang Qi, Qiqi Zeng, Shixin Liu, Jiacun Wang, Shujin Qin, Xiwang Guo
2025	J	`jnl`	Weakly supervised semantic segmentation via multi-type semantic affinity learning. Knowl. Based Syst. Zheng Xue, Dinghao Guo, Dali Chen, Yumin Zhang, Xin Lin, Shixin Liu
2025	J	`jnl`	Weakly supervised semantic segmentation with multi-task learning and segment anything model. Neurocomputing Zheng Xue, Dinghao Guo, Dali Chen, Shixin Liu
2024	—	`conf`	A CNN-LSTM Model for Electric Load Forecasting. ICNSC Yuang Ding, Shuo Liu, Ziyan Zhao, Shixin Liu
2024	B	`conf`	A Dynamic Operational Optimization Method for Robotic Mobile Fulfillment Systems with Inventory Discrepancy Events. SMC Huai Ma, Ziyan Zhao, Jiaqi Liang, Xingyang Li, Shixin Liu
2024	J	`jnl`	A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers With Government Benefits. IEEE Trans. Comput. Soc. Syst. Shujin Qin, Jiawei Li, Jiacun Wang, Xiwang Guo, Shixin Liu, Liang Qi
2024	J	`jnl`	A multimodal breast cancer diagnosis method based on Knowledge-Augmented Deep Learning. Biomed. Signal Process. Control. Dinghao Guo, Chunyu Lu, Dali Chen, Jizhong Yuan, Qimu Duan, Zheng Xue, Shixin Liu, Ying Huang
2024	J	`jnl`	An Improved Fruit Fly Optimization Algorithm for Disassembly Lines Requiring Multiskilled Workers. IEEE Trans. Comput. Soc. Syst. Shujin Qin, Jian-Ping Wang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi, Ziyan Zhao
2024	J	`jnl`	BO-SMOTE: A Novel Bayesian-Optimization-Based Synthetic Minority Oversampling Technique. IEEE Trans. Syst. Man Cybern. Syst. Shen Yan, Ziyan Zhao, Shixin Liu, MengChu Zhou
2024	J	`jnl`	Energy, cost and job-tardiness-minimized scheduling of energy-intensive and high-cost industrial production systems. Eng. Appl. Artif. Intell. Ziyan Zhao, Qi Jiang, Shixin Liu, MengChu Zhou, Xiaochun Yang, Xiwang Guo
2024	—	`conf`	Human Resource Allocation for Parallel Assembly Processes with Temporal and Spatial Constraints. ICNSC Xiaoqing Liu, Weihua Deng, Shengchao Li, Shixin Liu
2024	J	`jnl`	Human-Robot Collaborative Disassembly Line Balancing Problem With Stochastic Operation Time and a Solution via Multi-Objective Shuffled Frog Leaping Algorithm. IEEE Trans Autom. Sci. Eng. Xiwang Guo, Chenyang Fan, MengChu Zhou, Shixin Liu, Jiacun Wang, Shujin Qin, Ying Tang
2024	—	`conf`	Improved discrete JAYA algorithms for hot rolling scheduling considering equipment performance degradation. CASE Peitang Zhong, Kun Zou, Ziyan Zhao, Shixin Liu
2024	B	`conf`	Lexicographic Multi-objective Order Picking Optimization for Robotic Mobile Fulfillment Systems. SMC Hanying Wang, Ziyan Zhao, Jiaqi Liang, Xingyang Li, Shixin Liu
2024	J	`jnl`	Multiobjective Multiverse Optimizer for Multirobotic U-Shaped Disassembly Line Balancing Problems. IEEE Trans. Artif. Intell. Shujin Qin, Shancheng Zhang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi
2024	J	`jnl`	Order Picking Optimization in Smart Warehouses With Human-Robot Collaboration. IEEE Internet Things J. Ziyan Zhao, Junzhi Cheng, Jiaqi Liang, Shixin Liu, MengChu Zhou, Yusuf Al-Turki
2024	J	`jnl`	Reinforcement learning for Hybrid Disassembly Line Balancing Problems. Neurocomputing Jiacun Wang, GuiPeng Xi, Xiwang Guo, Shixin Liu, Shujin Qin, Henry Han
2024	J	`jnl`	Scheduling and Logistics Optimization for Batch Manufacturing Processes With Temperature Constraints and Alternative Thermal Devices. IEEE Trans. Ind. Informatics Ziyan Zhao, Zikuo Bian, Jiaqi Liang, Shixin Liu, MengChu Zhou
2024	—	`conf`	Topology Mapping and Connectivity Detection for Autonomous Mobile Robot Systems. CASE Jingfu Hou, Ziyan Zhao, Shixin Liu, Dawei Yang
2023	J	`jnl`	A robust optimization approach to steel grade design problem subject to uncertain yield and demand. Int. J. Prod. Res. Qi Zhang, Shixin Liu, MengChu Zhou
2023	J	`jnl`	An integer programming formulation and iterative scheme algorithm for the block relocation problem. J. Control. Decis. Shuo Liu, Shixin Liu, Chao Lu
2023	J	`jnl`	Beta network for boundary detection under nondeterministic labels. Knowl. Based Syst. Mingchun Li, Dali Chen, Shixin Liu
2023	B	`conf`	Carousel Storage and Picking Scheduling Issues: A Review. SMC Shujin Qin, Xinyi Yang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi
2023	—	`conf`	Energy-efficient Hot-rolling Scheduling of High-quality Steel Products. SSCI Ziyan Zhao, Zikuo Bian, Chenglong Wang, Kun Zou, Shixin Liu
2023	—	`conf`	Hybrid Disassembly Line Optimization with Reinforcement Learning. WOCC GuiPeng Xi, Jiacun Wang, Xiwang Guo, Shixin Liu, Shujin Qin, Liang Qi
2023	—	`conf`	Local Search Enhanced Multi-Objective Evolutionary Algorithm for Fuzzy Flexible Job Shop Scheduling. SSCI Xuwei Zhang, Ziyan Zhao, Shixin Liu
2023	J	`jnl`	Multiobjective U-Shaped Disassembly Line Balancing Problem Considering Human Fatigue Index and an Efficient Solution. IEEE Trans. Comput. Soc. Syst. Xiwang Guo, Tingting Wei, Jiacun Wang, Shixin Liu, Shujin Qin, Liang Qi
2023	J	`jnl`	Optimization Design and Trajectory Error Compensation of a Facade-Adaptive Wall-Climbing Robot. Symmetry Dong Zhang, Zhihao Li, Pei Jia, Yueshuo Zheng, Shixin Liu, Jun Wei, Minglu Zhang, Manhong Li
2023	J	`jnl`	Semisupervised Boundary Detection for Aluminum Grains Combined With Transfer Learning and Region Growing. IEEE Trans. Neural Networks Learn. Syst. Mingchun Li, Dali Chen, Shixin Liu, Fang Liu
2022	J	`jnl`	A machine learning and genetic algorithm-based method for predicting width deviation of hot-rolled strip in steel production systems. Inf. Sci. Yingjun Ji, Shixin Liu, MengChu Zhou, Ziyan Zhao, Xiwang Guo, Liang Qi
2022	B	`conf`	An Improved Multi-objective Multi-verse Optimization Algorithm for Multifunctional Robotic Parallel Disassembly Line Balancing Problems. SMC Shancheng Zhang, Xiwang Guo, Jiacun Wang, Shixin Liu, Shujin Qin, Ziyan Zhao
2022	B	`conf`	Conflict-Based Search and Improvement Strategies for Solving a New Lexicographic Bi-Objective Multi-Agent Path Finding Problem. SMC Siyi Li, Xingyang Li, MengChu Zhou, Ziyan Zhao, Shixin Liu
2022	—	`conf`	Constraint Programming for Modeling and Solving a Hybrid Flow Shop Scheduling Problem. ICNSC Haotian Zhang, Yingjun Ji, Ziyan Zhao, Shixin Liu
2022	—	`conf`	Constraint Programming for a Novel Integrated Optimization of Blocking Job Shop Scheduling and Variable-Speed Transfer Robot Assignment. ICNSC Xingyang Li, Jun Fu, Zixi Jia, Ziyan Zhao, Siyi Li, Shixin Liu
2022	—	`conf`	Data-driven Methods for Quality Prediction of Aluminum Alloy Ingots. ICNSC Minghao Yao, Wanyi Xiao, Wei Zhao, Shixin Liu
2022	J	`jnl`	Heuristic Scheduling of Batch Production Processes Based on Petri Nets and Iterated Greedy Algorithms. IEEE Trans Autom. Sci. Eng. Ziyan Zhao, Shixin Liu, MengChu Zhou, Dan You, Xiwang Guo
2022	J	`jnl`	Iterated Greedy Algorithms for Flow-Shop Scheduling Problems: A Tutorial. IEEE Trans Autom. Sci. Eng. Ziyan Zhao, MengChu Zhou, Shixin Liu
2022	B	`conf`	Moth-flame Optimizer for Multi-product Humanrobot Collaborative Parallel Disassembly Line Balancing Problem. SMC Fayang Lu, Shixin Liu, Xiwang Guo, Shujin Qin, Jiacun Wang, Ziyan Zhao
2022	—	`conf`	Multi-Process Logistics Planning for Cost Minimization and Workload Balance in Steel Production Systems. ICNSC Zhuohan Zhang, Ziyan Zhao, Yang Zhang, Shixin Liu
2022	B	`conf`	Multi-objective Discrete Bat Optimizer for Parallel Disassembly Line Balancing Problems. SMC Fuguang Huang, Xiwang Guo, Jiacun Wang, Shixin Liu, Shujin Qin, Ziyan Zhao
2022	J	`jnl`	Stochastic Hybrid Discrete Grey Wolf Optimizer for Multi-Objective Disassembly Sequencing and Line Balancing Planning in Disassembling Multiple Products. IEEE Trans Autom. Sci. Eng. Xiwang Guo, Zhiwei Zhang, Liang Qi, Shixin Liu, Ying Tang, Ziyan Zhao
2022	J	`jnl`	Valid Inequality and Variable Fixation for Unrestricted Block Relocation Problems. IEEE Trans. Intell. Transp. Syst. Shuo Liu, Shixin Liu, Chao Lu, MengChu Zhou, Abdullah Abusorrah
2022	J	`jnl`	Weakly Supervised Segmentation Loss Based on Graph Cuts and Superpixel Algorithm. Neural Process. Lett. Mingchun Li, Dali Chen, Shixin Liu
2021	J	`jnl`	A Branch and Price Algorithm for Crane Assignment and Scheduling in Slab Yard. IEEE Trans Autom. Sci. Eng. Xu Wang, MengChu Zhou, Qiuhong Zhao, Shixin Liu, Xiwang Guo, Liang Qi
2021	J	`jnl`	Column generation algorithms for mother plate design in steel plants. OR Spectr. Qi Zhang, Shixin Liu, Ruiyou Zhang, Shujin Qin
2021	J	`jnl`	Dual-Objective Mixed Integer Linear Program and Memetic Algorithm for an Industrial Group Scheduling Problem. IEEE CAA J. Autom. Sinica Ziyan Zhao, Shixin Liu, MengChu Zhou, Abdullah Abusorrah
2021	—	`conf`	Multi-Objective Multi-Verse Optimizer for Multi-Product Partial U-Shaped Disassembly Line Balancing Problem. ICNSC Shancheng Zhang, Laide Guo, Xiwang Guo, Shixin Liu, Liang Qi, Shujin Qin, Ying Tang, Ziyan Zhao
2021	B	`conf`	Multi-objective Discrete Chemical Reaction Optimization Algorithm for Multiple-product Partial U-shaped Disassembly Line Balancing Problem. SMC Wenchang Wang, Xiwang Guo, Shixin Liu, Shujin Qin, Liang Qi, Ziyan Zhao, Ying Tang
2021	—	`conf`	Multi-objective Discrete Migrating Birds Optimizer Solving Multiple-product Partial U-shaped Disassembly Line Balancing Problem. MED GuiBin Qin, Xiwang Guo, Shixin Liu, Liang Qi, Jian Zhao, Ziyan Zhao, Ying Tang
2021	B	`conf`	Multi-objective Optimizer with Collaborative Resource Allocation Strategy for U-shaped Stochastic Disassembly Line Balancing Problem. SMC Song Xu, Xiwang Guo, Shixin Liu, Liang Qi, Shujin Qin, Ziyan Zhao, Ying Tang
2021	J	`jnl`	Multiresource-Constrained Selective Disassembly With Maximal Profit and Minimal Energy Consumption. IEEE Trans Autom. Sci. Eng. Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
2021	J	`jnl`	Online learning method based on support vector machine for metallographic image segmentation. Signal Image Video Process. Mingchun Li, Dali Chen, Shixin Liu, Dinghao Guo
2021	J	`jnl`	Prior Mask R-CNN Based on Graph Cuts Loss and Size Input for Precipitation Measurement. IEEE Trans. Instrum. Meas. Mingchun Li, Dali Chen, Shixin Liu, Fang Liu
2021	J	`jnl`	Semi-Supervised Learning Framework for Aluminum Alloy Metallographic Image Segmentation. IEEE Access Dali Chen, Dingpeng Sun, Jun Fu, Shixin Liu
2021	J	`jnl`	Very Large-Scale Neighborhood Search for Steel Hot Rolling Scheduling Problem With Slab Stack Shuffling Considerations. IEEE Access Yarong Shi, Shixin Liu
2020	B	`conf`	A New Bi-Objective Batch Scheduling Problem: NSGA-II-and-Local-Search-Based Memetic Algorithms. SMC Ziyan Zhao, Shixin Liu, MengChu Zhou
2020	B	`conf`	A Stochastic Sequence-dependent Multi-objective Disassembly Line Balancing Model Subject to Task Failure and Resource Constraint via Multi-objective Cuckoo Search. SMC Tianyuan Wang, Xiwang Guo, Shixin Liu, Liang Qi, Ziyan Zhao
2020	J	`jnl`	A Study on the Block Relocation Problem: Lower Bound Derivations and Strong Formulations. IEEE Trans Autom. Sci. Eng. Chao Lu, Bo Zeng, Shixin Liu
2020	—	`conf`	Data-driven Surplus Material Prediction in Steel Coil Production. WOCC Ziyan Zhao, Xiaoyue Yong, Shixin Liu, MengChu Zhou
2020	J	`jnl`	Decomposition Method for New Single-Machine Scheduling Problems From Steel Production Systems. IEEE Trans Autom. Sci. Eng. Ziyan Zhao, Shixin Liu, MengChu Zhou, Xiwang Guo, Liang Qi
2020	J	`jnl`	Framework of Specific Description Generation for Aluminum Alloy Metallographic Image Based on Visual and Language Information Fusion. Symmetry Dali Chen, Yang Liu, Shixin Liu, Fang Liu, YangQuan Chen
2020	J	`jnl`	Grain Boundary Detection Based on Multi-Level Loss From Feature and Adversarial Learning. IEEE Access Mingchun Li, Dali Chen, Shixin Liu
2020	—	`conf`	Intelligent Scheduling for a Rolling Process in Steel Production Systems. ICNSC Ziyan Zhao, Shixin Liu, MengChu Zhou, Xiwang Guo
2020	J	`jnl`	Lexicographic Multiobjective Scatter Search for the Optimization of Sequence-Dependent Selective Disassembly Subject to Multiresource Constraints. IEEE Trans. Cybern. Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
2020	J	`jnl`	Microstructure Instance Segmentation from Aluminum Alloy Metallographic Image Using Different Loss Functions. Symmetry Dali Chen, Dinghao Guo, Shixin Liu, Fang Liu
2020	B	`conf`	Multi-Objective Discrete Migratory Bird Optimizer for Stochastic Disassembly Line Balancing Problem. SMC GuiBin Qin, Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
2020	B	`conf`	Multi-objective Discrete Brainstorming Optimizer for Stochastic Disassembly Line Balancing Problem Subject to Disassembly Failure. SMC Kun Wu, Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
2020	B	`conf`	Multi-objective Discrete Grey Wolf Optimizer for Solving Stochastic Multi-objective Disassembly Sequencing and Line Balancing Problem. SMC Zhiwei Zhang, Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi
2020	J	`jnl`	Semi-Supervised Learning Method of U-Net Deep Learning Network for Blood Vessel Segmentation in Retinal Images. Symmetry Dali Chen, Yingying Ao, Shixin Liu
2019	J	`jnl`	Aluminum alloy microstructural segmentation in micrograph with hierarchical parameter transfer learning method. J. Electronic Imaging Dali Chen, Pengyuan Zhang, Shixin Liu, YangQuan Chen, Wei Zhao
2019	J	`jnl`	Aluminum alloy microstructural segmentation method based on simple noniterative clustering and adaptive density-based spatial clustering of applications with noise. J. Electronic Imaging Shiyue Zhang, Dali Chen, Shixin Liu, Pengyuan Zhang, Wei Zhao
2019	—	`conf`	Iterated Greedy Algorithm for Solving a New Single Machine Scheduling Problem. ICNSC Ziyan Zhao, Shixin Liu, MengChu Zhou, Xiwang Guo, Jialun Xue
2019	—	`conf`	Routing and Spectrum Assignment Algorithm based on Spectrum Fragment Assessment of Arriving Services. WOCC Bokai Cheng, Cheng Hang, Yunfei Hu, Shixin Liu, Jiaoliang Yu, Yutong Wang, Jianhua Shen
2018	J	`jnl`	An Improved Binary Cuckoo Search Algorithm for Solving Unit Commitment Problems: Methodological Description. IEEE Access Jian Zhao, Shixin Liu, MengChu Zhou, Xiwang Guo, Liang Qi
2018	J	`jnl`	Dual-Objective Program and Scatter Search for the Optimization of Disassembly Sequences Subject to Multiresource Constraints. IEEE Trans Autom. Sci. Eng. Xiwang Guo, Shixin Liu, MengChu Zhou, Guangdong Tian
2018	J	`jnl`	Modified cuckoo search algorithm to solve economic power dispatch optimization problems. IEEE CAA J. Autom. Sinica Jian Zhao, Shixin Liu, MengChu Zhou, Xiwang Guo, Liang Qi
2016	J	`jnl`	Disassembly Sequence Optimization for Large-Scale Products With Multiresource Constraints Using Scatter Search and Petri Nets. IEEE Trans. Cybern. Xiwang Guo, Shixin Liu, MengChu Zhou, Guangdong Tian