An Improved Discrete Particle Swarm Optimization Algorithm for TSP. - Changsheng Zhang 001; Jigui Sun; Yan Wang; Qingyun Yang (Web Intelligence/IAT Workshops, 2007)

A Novel GA-LM Based Hybrid Algorithm. - Changsheng Zhang 001; Jigui Sun; Qiansheng Wang; Zhe Feng (ICNC (2), 2007)

The Application of Outlined Features in Dynamic Tone Modeling for Mandarin Speech. - Changsheng Zhang 001; Jigui Sun; Fengqin Yang; Chuan Xia (MSA, 2007)

A Self-Adaptive Particle Swarm Optimization Algorithm. - Xiufen Li; Hongjie Fu; Changsheng Zhang 001 (CSSE (5), 2008)

Value Ordering for Solving CSP Based on Preprocessing. - Bo Li; Xingjun Zhu; Changsheng Zhang 001; Xinhua Wang (ICNC (6), 2008)

An improved particle swarm optimization algorithm for flowshop scheduling problem. - Changsheng Zhang 001; Jigui Sun; Xingjun Zhu; Qingyun Yang (Inf. Process. Lett., 2008)

An efficient discrete particle swarm algorithm for Task Assignment Problems. - Qingyun Yang; Chunjie Wang; Changsheng Zhang 001 (GrC, 2009)

An alternate two phases particle swarm optimization algorithm for flow shop scheduling problem. - Changsheng Zhang 001; Jigui Sun (Expert Syst. Appl., 2009)

A hybrid PSO with EM for global optimisation. - Ye Tian; Dayou Liu; Xin Ma; Changsheng Zhang 001 (Int. J. Model. Identif. Control., 2009)

A novel hybrid differential evolution and particle swarm optimization algorithm for unconstrained optimization. - Changsheng Zhang 001; Jiaxu Ning; Shuai Lu 001; Dantong Ouyang; Tienan Ding (Oper. Res. Lett., 2009)

An improved particle swarm optimization algorithm for geometric constraint solving problem. - Chun-Hong Cao; Chang-Sheng Zhang 001; Li-Min Wang 011 (ICMLC, 2010)

A hybrid alternate two phases particle swarm optimization algorithm for flow shop scheduling problem. - Changsheng Zhang 001; Jiaxu Ning; Dantong Ouyang (Comput. Ind. Eng., 2010)

An artificial bee colony approach for clustering. - Changsheng Zhang 001; Dantong Ouyang; Jiaxu Ning (Expert Syst. Appl., 2010)

The circular discrete particle swarm optimization algorithm for flow shop scheduling problem. - Jindong Zhang; Changsheng Zhang 001; Shubin Liang (Expert Syst. Appl., 2010)

An improved ant-based clustering algorithm. - Changsheng Zhang 001; Mengli Zhu; Bin Zhang 001 (ICNC, 2012)

Correlation-Supported Composite Service Reselection. - Yuesong Zhang; Bin Zhang 001; Changsheng Zhang 001 (ICWS, 2014)

Multi-objective service compositon optimization using differential evolution. - Yingqiang Zhou; Changsheng Zhang 001; Bin Zhang 001 (ICNC, 2015)

A Composite Service Selection Method Supporting Service-Sharing across Multi-SLAs. - Yuesong Zhang; Bin Zhang 001; Changsheng Zhang 001; Jiaxuan Wu (SERVICES, 2015)

Composite Service Reselection Method in Correlation Context. - Yuesong Zhang; Bin Zhang 001; Changsheng Zhang 001 (Int. J. Web Serv. Res., 2015)

A research of multi-objective service selection problem based on MOACS algorithm. - Liping Huang; Bin Zhang 001; Xun Yuan; Changsheng Zhang 001; Anxiang Ma (ICNC-FSKD, 2016)

A multi-objective optimization method for service composition problem with sharing property. - Jiaxu Ning; Haitong Zhao; Changsheng Zhang 001; Bin Zhang 001 (ICNC-FSKD, 2016)

A multi-objective hybrid genetic algorithm for detecting communities in complex networks. - Xiaohonag Zhng; Bin Zhang 001; Changsheng Zhang 001; Anxiang Ma (ICNC-FSKD, 2016)

Cost Optimization Oriented Dynamic Resource Allocation for Service-based System in the Cloud Environment. - Anxiang Ma; Changsheng Zhang 001; Bin Zhang 001; Xiaohong Zhang (ICWS, 2016)

STARIMA-based traffic prediction with time-varying lags. - Peibo Duan; Guoqiang Mao; Changsheng Zhang 001; Shangbo Wang (ITSC, 2016)

A replicas placement approach of component services for service-based cloud application. - Jiaxuan Wu; Bin Zhang 001; Lei Yang 016; Peng Wang; Changsheng Zhang 001 (Clust. Comput., 2016)

A Dimensional Diversity Based Hybrid Multiobjective Evolutionary Algorithm for Optimization Problem. - Peng Wang; Changsheng Zhang 001; Bin Zhang 001; Tingting Liu; Jiaxuan Wu (Int. J. Pattern Recognit. Artif. Intell., 2016)

EDGA: A Population Evolution Direction-Guided Genetic Algorithm for Protein-Ligand Docking. - Boxin Guan; Changsheng Zhang 001; Jiaxu Ning (J. Comput. Biol., 2016)

A novel Bi-Ant colony optimization algorithm for solving multi-objective service selection problem. - Liping Huang; Bin Zhang 001; Xun Yuan; Changsheng Zhang 001; Anxiang Ma (J. Intell. Fuzzy Syst., 2016)

求解SAT问题的算法的研究进展 (Research Advance of SAT Solving Algorithm). - Ying Guo; Changsheng Zhang 001; Bin Zhang 001 (计算机科学, 2016)

A new data-grouping-aware dynamic data placement method that take into account jobs execute frequency for Hadoop. - Jiaxuan Wu; Changsheng Zhang 001; Bin Zhang 001; Peng Wang (Microprocess. Microsystems, 2016)

A novel multi-objective genetic algorithm for the QoS based multicast routing and wavelength allocation problem in WDM network. - Ruonan Sun; Shu Zhang; Bin Zhang 001; Changsheng Zhang 001 (ICNC-FSKD, 2017)

Research on Neighborhood Search Strategy of Artificial Bee Colony Algorithm for Satisfiability Problems. - Ying Guo; Changsheng Zhang 001 (ISCID (1), 2017)

STARIMA-based Traffic Prediction with Time-varying Lags. - Peibo Duan; Guoqiang Mao; Shangbo Wang; Changsheng Zhang 001; Bin Zhang 001 (CoRR, 2017)

Applying DCOP to User Association Problem in Heterogeneous Networks with Markov Chain Based Algorithm. - Peibo Duan; Guoqiang Mao; Changsheng Zhang 001; Bin Zhang 001 (CoRR, 2017)

Ant-colony algorithm with a strengthened negative-feedback mechanism for constraint-satisfaction problems. - Ke Ye; Changsheng Zhang 001; Jiaxu Ning; Xiaojie Liu (Inf. Sci., 2017)

Artificial bee colony algorithm with strategy and parameter adaptation for global optimization. - Bin Zhang 001; Tingting Liu; Changsheng Zhang 001; Peng Wang (Neural Comput. Appl., 2017)

A Trade-off Between Accuracy and Complexity: Short-term Traffic Flow Prediction with Spatio-temporal Correlations. - Peibo Duan; Guoqiang Mao; Changsheng Zhang 001; Jun Kang (ITSC, 2018)

A best-path-updating information-guided ant colony optimization algorithm. - Jiaxu Ning; Qin Zhang; Changsheng Zhang 001; Bin Zhang 001 (Inf. Sci., 2018)

Decomposition-based sub-problem optimal solution updating direction-guided evolutionary many-objective algorithm. - Haitong Zhao; Changsheng Zhang 001; Bin Zhang 001; Peibo Duan; Yang Yang 034 (Inf. Sci., 2018)

A food source-updating information-guided artificial bee colony algorithm. - Jiaxu Ning; Tingting Liu; Changsheng Zhang 001; Bin Zhang 001 (Neural Comput. Appl., 2018)

An archive-based artificial bee colony optimization algorithm for multi-objective continuous optimization problem. - Jiaxu Ning; Bin Zhang 001; Tingting Liu; Changsheng Zhang 001 (Neural Comput. Appl., 2018)

An improved ant colony optimization algorithm with strengthened pheromone updating mechanism for constraint satisfaction problem. - Qin Zhang; Changsheng Zhang 001 (Neural Comput. Appl., 2018)

Applying Distributed Constraint Optimization Approach to the User Association Problem in Heterogeneous Networks. - Peibo Duan; Changsheng Zhang 001; Guoqiang Mao; Bin Zhang 001 (IEEE Trans. Cybern., 2018)

Deep Learning Training Management Platform Based on Distributed Technologies in Resource-Constrained Scenarios. - Jie Li; Guoteng Wang; Changsheng Zhang 001; Bin Zhang 001 (ICNC-FSKD, 2019)

Unmanned Aerial Vehicles Path Planning Based on Deep Reinforcement Learning. - Guoqiu Wang; Xuanyu Zheng; Haitong Zhao; Qidong Zhao; Changsheng Zhang 001; Bin Zhang 001 (ICNC-FSKD, 2019)

A Heuristic Scout Search Mechanism for Artificial Bee Colony Algorithm. - Ying Wu; Jian Xu 004; Changsheng Zhang 001 (ICNC-FSKD, 2019)

Comparative Study of Evolutionary Algorithms for Protein-Ligand Docking Problem on the AutoDock. - Zhuoran Liu 002; Changsheng Zhang 001; Qidong Zhao; Bin Zhang 001; Wenjuan Sun (SimuTools, 2019)

Comparative Study of Ant Colony Algorithms for Multi-Objective Optimization. - Jiaxu Ning; Changsheng Zhang 001; Peng Sun; Yunfei Feng (Inf., 2019)

An Adaptive Hybrid Ant Colony Optimization Algorithm for The Classification Problem. - Anxiang Ma; Xiaohong Zhang; Changsheng Zhang 001; Bin Zhang 001 (Inf. Technol. Control., 2019)

An Adaptive Ant Colony Algorithm for Dynamic Traveling Salesman Problem. - Anxiang Ma; Xiaohong Zhang; Changsheng Zhang 001; Bin Zhang 001; Yan Gao 001 (J. Inf. Sci. Eng., 2019)

A best firework updating information guided adaptive fireworks algorithm. - Haitong Zhao; Changsheng Zhang 001; Jiaxu Ning (Neural Comput. Appl., 2019)

A comparative study of the evolutionary many-objective algorithms. - Haitong Zhao; Changsheng Zhang 001; Jiaxu Ning; Bin Zhang 001; Peng Sun; Yunfei Feng (Prog. Artif. Intell., 2019)

A multi-objective optimization method for service composition problem with sharing property. - Changsheng Zhang 001; Jiaxu Ning; Jiaxuan Wu; Bin Zhang 001 (Swarm Evol. Comput., 2019)

CMU: Towards Cooperative Content Caching with User Device in Mobile Edge Networks. - Zhenbei Guo; Fuliang Li; Yuchao Zhang; Changsheng Zhang 001; Tian Pan 001; Weichao Li 001; Yi Wang 004 (ICWS, 2020)

A Multi-objective Ant Colony Optimization Algorithm with Local Optimum Avoidance Strategy. - Ying Wu; Zibo Qi; Ling Jiang; Changsheng Zhang 001; Jian Xu 004 (ML4CS (2), 2020)

A Many-Objective Squirrel Hybrid Optimization Algorithm: MaSHOA. - Zhuoran Liu 002; Fanhao Zhang; Xinyuan Wang; Qidong Zhao; Changsheng Zhang 001; Bin Zhang 001 (SimuTools (1), 2020)

A Novel Multi-objective Squirrel Search Algorithm: MOSSA. - Xinyuan Wang; Fanhao Zhang; Zhuoran Liu 002; Changsheng Zhang 001; Qidong Zhao; Bin Zhang 001 (SimuTools (2), 2020)

Weights Optimization Method of Differential Evolution Based on Artificial Bee Colony Algorithm. - Ying Wu; Zibo Qi; Ling Jiang; Zifeng Dai; Chen Zhang; Changsheng Zhang 001; Jian Xu 004 (SimuTools (1), 2020)

Accelerating Method of Evolutionary Ensemble Learning Based on Gaussian Random Field. - Guanghua Xu; Zifeng Dai; Zhihong Liu; Chen Zhang; Bin Zhang 001; Changsheng Zhang 001 (SimuTools (1), 2020)

Cascade Fusion Convolutional Long-Short Time Memory Network for Remaining Useful Life Prediction of Rolling Bearing. - Qiong Wu; Changsheng Zhang 001 (IEEE Access, 2020)

A decomposition-based many-objective artificial bee colony algorithm with reinforcement learning. - Haitong Zhao; Changsheng Zhang 001 (Appl. Soft Comput., 2020)

An online-learning-based evolutionary many-objective algorithm. - Haitong Zhao; Changsheng Zhang 001 (Inf. Sci., 2020)

A decomposition-based many-objective ant colony optimization algorithm with adaptive reference points. - Haitong Zhao; Changsheng Zhang 001; Bin Zhang 001 (Inf. Sci., 2020)

Improving the one-position inheritance artificial bee colony algorithm using heuristic search mechanisms. - Jiaxu Ning; Changsheng Zhang 001; Bin Zhang 001; Peng Wang (Soft Comput., 2020)

A core firework updating information guided dynamic fireworks algorithm for global optimization. - Haitong Zhao; Changsheng Zhang 001; Jiaxu Ning (Soft Comput., 2020)

A Multi-objective Artificial Bee Colony Algorithm for Multiple Sequence Alignment. - Ying Yu; Chen Zhang; Lei Ye 011; Ming Yang 013; Changsheng Zhang 001 (SimuTools, 2021)

A Novel Fireworks Algorithm for the Protein-Ligand Docking on the AutoDock. - Zhuoran Liu 002; Dingde Jiang; Changsheng Zhang 001; Haitong Zhao; Qidong Zhao; Bin Zhang 001 (Mob. Networks Appl., 2021)

ATM: An Active-Detection Trust Mechanism for VANETs Based on Blockchain. - Fuliang Li; Zhenbei Guo; Changsheng Zhang 001; Weichao Li 001; Yi Wang 004 (IEEE Trans. Veh. Technol., 2021)

A deep learning based framework for remote sensing image ground object segmentation. - Xingjun Dong; Changsheng Zhang 001; Lei Fang; Yuxiao Yan (Appl. Soft Comput., 2022)

An ant colony optimization algorithm with evolutionary experience-guided pheromone updating strategies for multi-objective optimization. - Haitong Zhao; Changsheng Zhang 001 (Expert Syst. Appl., 2022)

A decomposition-based many-objective ant colony optimization algorithm with adaptive solution construction and selection approaches. - Haitong Zhao; Changsheng Zhang 001; Xuanyu Zheng; Chen Zhang; Bin Zhang 001 (Swarm Evol. Comput., 2022)

MiniYOLO: A lightweight object detection algorithm that realizes the trade-off between model size and detection accuracy. - Yi Liu 098; Changsheng Zhang 001; Wenjing Wu; Bin Zhang 001; Fucai Zhou (Int. J. Intell. Syst., 2022)

E2VQ: Enabling Expressive, Efficient, and Verifiable Queries over Blockchain Databases. - Zexin Wang; Qiang Wang 005; Zi Jiao; Zhifan Huang; Changsheng Zhang 001; Fucai Zhou; Che Bian (ICDM (Workshops), 2023)

An Informer Based Method for Stock Intraday Price Praediction. - Ying Ding; Changsheng Zhang 001; Chen Zhang (ICNC-FSKD, 2023)

Classification of Diabetic Retinopathy Based on Lesion-Sliced Detection. - Shaoqi Dong; Ziyun Song; Yue Liu; Liming Liu; Chen Zhang; Bin Zhang 001; Changsheng Zhang 001 (ICNC-FSKD, 2023)

Fast Configuring and Training for Providing Context-Aware Personalized Intelligent Driver Assistance Services. - Jun Na; Handuo Zhang; Ouwen Zhu; Weiye Xie; Bin Zhang 001; Changsheng Zhang 001 (ICSOC (2), 2023)

Privacy-Preserving Fair Outsourcing Polynomial Computation Without FHE and FPR. - Ying Wang 038; Qiang Wang 005; Zhifan Huang; Fucai Zhou; Changsheng Zhang 001; Che Bian (MobiSec, 2023)

Dynamic Optimal Control: A Real-Time Control Optimization Algorithm for Dynamic Networks. - Chunyu Pan; Zhao Su; Changsheng Zhang 001; Xizhe Zhang (CoRR, 2023)

Knowledge reconstruction assisted evolutionary algorithm for neural network architecture search. - Yang An; Changsheng Zhang 001; Xuanyu Zheng (Knowl. Based Syst., 2023)

A survey of real-time surface defect inspection methods based on deep learning. - Yi Liu 098; Changsheng Zhang 001; Xingjun Dong (Artif. Intell. Rev., 2023)

A non-revisiting framework for evolutionary multi-task optimization. - Yufei Yang; Changsheng Zhang 001; Bin Zhang 001 (Appl. Intell., 2023)

A two-level parallel decomposition-based artificial bee colony method for dynamic multi-objective optimization problems. - Yuyang Bai; Changsheng Zhang 001; Weitong Bai (Appl. Soft Comput., 2023)

A Mayfly algorithm for cardinality constrained portfolio optimization. - Xuanyu Zheng; Changsheng Zhang 001; Bin Zhang 001 (Expert Syst. Appl., 2023)

Scalable benchmarks and performance measures for dynamic multi-objective optimization. - Baiqing Sun; Changsheng Zhang 001; Haitong Zhao; Zhang Yu (Appl. Soft Comput., 2024)

QoE-aware budgeted edge data caching online: A primal-dual approach. - Ying Liu 032; Jiawang Zhi; Xiaoyu Xia 001; Yuzheng Han; Changsheng Zhang 001; Bin Zhang 001 (Comput. Networks, 2024)

Module control of network analysis in psychopathology. - Chunyu Pan; Quan Zhang; Yue Zhu; Shengzhou Kong; Juan Liu; Changsheng Zhang 001; Fei Wang; Xizhe Zhang (CoRR, 2024)

A reinforcement learning assisted evolutionary algorithm for constrained multi-task optimization. - Yufei Yang; Changsheng Zhang 001; Bin Zhang 001; Jiaxu Ning (Inf. Sci., 2024)

A framework for stock selection via concept-oriented attention representation in hypergraph neural network. - Yuxiao Yan; Changsheng Zhang 001; Xiaohang Li; Bin Zhang 001 (Knowl. Based Syst., 2024)

Deep reinforcement learning assisted novelty search in Voronoi regions for constrained multi-objective optimization. - Yufei Yang; Changsheng Zhang 001; Yi Liu 098; Jiaxu Ning; Ying Guo (Swarm Evol. Comput., 2024)

A fast algorithm for diffusion source localization in large-scale complex networks. - Chunyu Pan; Jie Wang; Di Yan; Changsheng Zhang 001; Xizhe Zhang (J. Complex Networks, 2024)

A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation. - Haitong Zhao; Changsheng Zhang 001; Bing Xue 001; Mengjie Zhang 001; Bin Zhang 001 (IEEE Trans. Evol. Comput., 2024)

Fire danger forecasting using machine learning-based models and meteorological observation: a case study in Northeastern China. - Zhenyu Chen 001; Chen Zhang; Wendi Li; Lanyu Gao; Liming Liu; Lei Fang; Changsheng Zhang 001 (Multim. Tools Appl., 2024)

An adaptive incremental two-stage framework for crack defect detection. - Qi Guo; Chenyu Li; Xinrui Deng; Xingjun Dong; Changsheng Zhang 001 (Multim. Tools Appl., 2024)

A dynamic hypergraph attention network: Capturing market-wide spatiotemporal dependencies for stock selection. - Zhipeng Liu; Peibo Duan; Xiaosha Xue; Changsheng Zhang 001; Wenwei Yue; Bin Zhang 001 (Appl. Soft Comput., 2025)

A two-stage deep learning based method for diabetic retinopathy classification. - Chen Zhang; Shaoqi Dong; Ziyun Song; Liming Liu; Jiaxu Ning; Bin Zhang 001; Changsheng Zhang 001 (Connect. Sci., 2025)

Privacy-preserving fair outsourcing polynomial computation without FHE and FPR. - Qiang Wang 005; Ying Wang 038; Fucai Zhou; Jian Xu 004; Changsheng Zhang 001 (Comput. Stand. Interfaces, 2025)

Inspection of cracking in stamping parts surfaces using anomaly detection. - Xingjun Dong; Changsheng Zhang 001; Dawei Wang; Qi Guo; Xinrui Deng; Chenyu Li (Eng. Appl. Artif. Intell., 2025)

Multi-source information fusion and region-focused strategy for optimized neural architecture search. - Yang An; Changsheng Zhang 001; Jintao Shao (Knowl. Based Syst., 2025)

A non-index mixed-asset portfolio optimization approach. - Yuyang Bai; Changsheng Zhang 001; Baiqing Sun; Bin Zhang 001 (Swarm Evol. Comput., 2025)

A constrained multi-objective evolutionary algorithm via separate exploration and united exploitation strategy. - Peng Wang; Yue Chen; Changsheng Zhang 001; Xiangrong Tong; Yingjie Wang (Swarm Evol. Comput., 2025)

Surrogate-assisted evolutionary algorithm with stage-adaptive infill sampling criterion for expensive multimodal multi-objective optimization. - Yufei Yang; Changsheng Zhang 001; Yi Liu 098; Haitong Zhao (Swarm Evol. Comput., 2025)

CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity. - Yongsheng Huang; Peibo Duan; Zhipeng Liu; Kai Sun; Changsheng Zhang 001; Bin Zhang 001; Mingkun Xu (CoRR, 2025)

DisMS-TS: Eliminating Redundant Multi-Scale Features for Time Series Classification. - Zhipeng Liu; Peibo Duan; Binwu Wang; Xuan Tang; Qi Chu 012; Changsheng Zhang 001; Yongsheng Huang; Bin Zhang 001 (CoRR, 2025)

Point Cloud-Based Deep Learning in Industrial Production: A Survey. - Yi Liu 098; Changsheng Zhang 001; Xingjun Dong; Jiaxu Ning (ACM Comput. Surv., 2025)

An influence study of task-irrelevant factors on the neural network accuracy. - Yi Liu 098; Changsheng Zhang 001; Haitong Zhao; Chen Zhang; Wenjing Wu (Signal Image Video Process., 2025)

Publicly Verifiable Distributed Computation for MEC Setting. - Qiang Wang 005; Zhicheng Li; Fucai Zhou; Jian Xu 004; Changsheng Zhang 001 (IEEE Trans. Parallel Distributed Syst., 2025)

An attributed multiplex network enabled GNN-based stock predictor with observable and non-observable information. - Zhipeng Liu; Peibo Duan; Qi Chu 012; Levin Kuhlmann; Changsheng Zhang 001; Wenwei Yue; Xuan Tang; Bin Zhang 001 (Expert Syst. Appl., 2026)