Ke Shang

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 123

Top Venues

CoRR

IEEE Trans. Evol. Comput.

Remote. Sens.

SSCI

Publications

Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Analysis of Algorithm Comparison Results on Real-World Multi-Objective Problems. CEC (2024)
Nan Gao, Jia Li, Huaibo Huang, Zhi Zeng, Ke Shang, Shuwu Zhang, Ran He
DiffMAC: Diffusion Manifold Hallucination Correction for High Generalization Blind Face Restoration. CoRR (2024)
Ke Shang, Aiguo Song, Dapeng Chen
Tactile Interaction System for Remote Teleoperation. RobCE (2024)
Yang Nan, Hisao Ishibuchi, Tianye Shu, Ke Shang
Analysis of Real-World Constrained Multi-Objective Problems and Performance Comparison of Multi-Objective Algorithms. GECCO (2024)
Ke Shang, Tianye Shu, Hisao Ishibuchi
Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation. IEEE Trans. Evol. Comput. 28 (1) (2024)
Feizhou Zhang, Ke Shang, Lei Yan, Haijing Nan, Zicong Miao
Prediction of Parking Space Availability Using Improved MAT-LSTM Network. ISPRS Int. J. Geo Inf. 13 (5) (2024)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
New Framework of Multi-Objective Evolutionary Algorithms with Unbounded External Archive. GECCO Companion (2024)
Tianye Shu, Ke Shang, Cheng Gong, Yang Nan, Hisao Ishibuchi
Learning Pareto Set for Multi-Objective Continuous Robot Control. CoRR (2024)
Tianyi Wu, Ke Shang, Wei Dai, Min Wang, Rui Liu, Junxian Zhou, Jun Liu
High-resolution cross-scale transformer: A deep learning model for bolt loosening detection based on monocular vision measurement. Eng. Appl. Artif. Intell. 133 (2024)
Yang Nan, Hisao Ishibuchi, Tianye Shu, Ke Shang
Gradient-Guided Local Search for IGD/IGDPlus Subset Selection. GECCO (2024)
Saren Qimuge, Zhijing Zhang, Jian Xiong, Xiao Chen, Dongsheng Zhu, Wenrong Wu, Xin Jin, Ke Shang
An accuracy and performance-oriented accurate digital twin modeling method for precision microstructures. J. Intell. Manuf. 35 (6) (2024)
Jiahang Zhu, Aiguo Song, Ke Shang, Zhikai Wei
A wearable smart glove for tactile interaction. RobCE (2024)
Tianye Shu, Yang Nan, Ke Shang, Hisao Ishibuchi
Last-X-Generation Archiving Strategy for Multi-Objective Evolutionary Algorithms. CEC (2024)
Lie Meng Pang, Hisao Ishibuchi, Linjun He, Ke Shang, Longcan Chen
Hypervolume-Based Cooperative Coevolution With Two Reference Points for Multiobjective Optimization. IEEE Trans. Evol. Comput. 28 (4) (2024)
Ke Shang, Xiaolei Li, Xiaoyuan Luo, Jiange Wang, Qianwen Xu
Multi-Objective Optimal Dispatching for Heterogeneous Multienergy Ship Microgrid. CDC (2023)
Ke Shang, Tianye Shu, Guotong Wu, Yang Nan, Lie Meng Pang, Hisao Ishibuchi
Empirical Hypervolume Optimal µ-Distributions on Complex Pareto Fronts. SSCI (2023)
Weizhen He, Jinglei Tan, Yunfei Guo, Ke Shang, Guanhua Kong
Flipit Game Deception Strategy Selection Method Based on Deep Reinforcement Learning. Int. J. Intell. Syst. 2023 (2023)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
Effects of Dominance Modification on Hypervolume-based and IGD-based Performance Evaluation Results of NSGA-II. GECCO (2023)
Tianye Shu, Yang Nan, Ke Shang, Hisao Ishibuchi
Analysis of Partition Methods for Dominated Solution Removal from Large Solution Sets. SSCI (2023)
Ke Shang, Weizhen He, Shuai Zhang, Zhen Zhang, Jichao Xie, Xin Shi
Deep Reinforcement Learning-based Network Moving Target Defense in DPDK. ISPA/BDCloud/SocialCom/SustainCom (2023)
Yulin Zhang, Ke Shang, Zhiwei Cui, Zihan Zhang, Feizhou Zhang
Research on Traffic Flow Prediction at Intersections Based on DT-TCN-Attention. Sensors 23 (15) (2023)
Linjun He, Ke Shang, Yang Nan, Hisao Ishibuchi, Dipti Srinivasan
Relation Between Objective Space Normalization and Weight Vector Scaling in Decomposition-Based Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 27 (5) (2023)
Guotong Wu, Tianye Shu, Yang Nan, Ke Shang, Hisao Ishibuchi
Ensemble R2-based Hypervolume Contribution Approximation. SSCI (2023)
Han Zhu, Ke Shang, Hisao Ishibuchi
STHV-Net: Hypervolume Approximation based on Set Transformer. GECCO (2023)
Ke Shang, Tianye Shu, Hisao Ishibuchi, Yang Nan, Lie Meng Pang
Benchmarking large-scale subset selection in evolutionary multi-objective optimization. Inf. Sci. 622 (2023)
Tianye Shu, Yang Nan, Ke Shang, Hisao Ishibuchi
Two-Phase Procedure for Efficiently Removing Dominated Solutions From Large Solution Sets. GECCO (2023)
Yang Nan, Hisao Ishibuchi, Tianye Shu, Ke Shang
Two-Stage Greedy Approximated Hypervolume Subset Selection for Large-Scale Problems. EMO (2023)
Ke Shang, Zeyu Wan, Yulin Zhang, Zhiwei Cui, Zihan Zhang, Chenchen Jiang, Feizhou Zhang
Intelligent Short-Term Multiscale Prediction of Parking Space Availability Using an Attention-Enhanced Temporal Convolutional Network. ISPRS Int. J. Geo Inf. 12 (5) (2023)
Guotong Wu, Tianye Shu, Ke Shang, Hisao Ishibuchi
Normalization in R2-Based Hypervolume and Hypervolume Contribution Approximation. SSCI (2023)
Guangyan An, Ziyu Wu, Zhilong Shen, Ke Shang, Hisao Ishibuchi
Evolutionary Multi-Objective Deep Reinforcement Learning for Autonomous UAV Navigation in Large-Scale Complex Environments. GECCO (2023)
Ke Shang, Weiyu Chen, Weiduo Liao, Hisao Ishibuchi
HV-Net: Hypervolume Approximation Based on DeepSets. IEEE Trans. Evol. Comput. 27 (4) (2023)
Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Use of Two Penalty Values in Multiobjective Evolutionary Algorithm Based on Decomposition. IEEE Trans. Cybern. 53 (11) (2023)
Yang Nan, Ke Shang, Hisao Ishibuchi, Linjun He
An Improved Local Search Method for Large-Scale Hypervolume Subset Selection. IEEE Trans. Evol. Comput. 27 (6) (2023)
Tianye Shu, Ke Shang, Hisao Ishibuchi, Yang Nan
Effects of Archive Size on Computation Time and Solution Quality for Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (4) (2023)
Ke Shang, Feizhou Zhang, Ao Song, Jianyu Ling, Jiwen Xiao, Zihan Zhang, Rongyi Qian
Fast Segmentation and Dynamic Monitoring of Time-Lapse 3D GPR Data Based on U-Net. Remote. Sens. 14 (17) (2022)
Ke Shang, Tianye Shu, Hisao Ishibuchi
Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation. CoRR (2022)
Ke Shang, Hisao Ishibuchi, Weiyu Chen, Yang Nan, Weiduo Liao
Hypervolume-Optimal μ-Distributions on Line/Plane-Based Pareto Fronts in Three Dimensions. IEEE Trans. Evol. Comput. 26 (2) (2022)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
Difficulties in fair performance comparison of multiobjective evolutionary algorithms. GECCO Companion (2022)
Tianye Shu, Ke Shang, Hisao Ishibuchi, Yang Nan
Effects of Archive Size on Computation Time and Solution Quality for Multi-Objective Optimization. CoRR (2022)
Ke Shang, Tianye Shu, Hisao Ishibuchi, Yang Nan, Lie Meng Pang
Benchmarking Subset Selection from Large Candidate Solution Sets in Evolutionary Multi-objective Optimization. CoRR (2022)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
Difficulties in Fair Performance Comparison of Multi-Objective Evolutionary Algorithms [Research Frontier]. IEEE Comput. Intell. Mag. 17 (1) (2022)
Zihan Zhang, Lei Yan, Xingwei Jiang, Jing Ding, Feizhou Zhang, Kaiwen Jiang, Ke Shang
Exploring the Potential of Optical Polarization Remote Sensing for Oil Spill Detection: A Case Study of Deepwater Horizon. Remote. Sens. 14 (10) (2022)
Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Counterintuitive Experimental Results in Evolutionary Large-Scale Multiobjective Optimization. IEEE Trans. Evol. Comput. 26 (6) (2022)
Ke Shang, Weiduo Liao, Hisao Ishibuchi
HVC-Net: Deep Learning Based Hypervolume Contribution Approximation. PPSN (1) (2022)
Ke Shang, Weiyu Chen, Weiduo Liao, Hisao Ishibuchi
HV-Net: Hypervolume Approximation based on DeepSets. CoRR (2022)
Tianye Shu, Ke Shang, Yang Nan, Hisao Ishibuchi
Direction Vector Selection for R2-Based Hypervolume Contribution Approximation. PPSN (2) (2022)
Dacheng Zhou, Hongchang Chen, Ke Shang, Guozhen Cheng, Jianpeng Zhang, Hongchao Hu
Cushion: A proactive resource provisioning method to mitigate SLO violations for containerized microservices. IET Commun. 16 (17) (2022)
Weiyu Chen, Hisao Ishibuchi, Ke Shang
Fast Greedy Subset Selection From Large Candidate Solution Sets in Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 26 (4) (2022)
Jianyu Ling, Rongyi Qian, Ke Shang, Linyan Guo, Yu Zhao, Dongyi Liu
Research on the Dynamic Monitoring Technology of Road Subgrades with Time-Lapse Full-Coverage 3D Ground Penetrating Radar (GPR). Remote. Sens. 14 (7) (2022)
Ke Shang, Hisao Ishibuchi, Linjun He, Lie Meng Pang
A Survey on the Hypervolume Indicator in Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 25 (1) (2021)
Lilin Zhang, Yunjun Yao, Xiangyi Bei, Yufu Li, Ke Shang, Junming Yang, Xiaozheng Guo, Ruiyang Yu, Zijing Xie
ERTFM: An Effective Model to Fuse Chinese GF-1 and MODIS Reflectance Data for Terrestrial Latent Heat Flux Estimation. Remote. Sens. 13 (18) (2021)
Lu Wang, Yuhu Zhang, Yunjun Yao, Zhiqiang Xiao, Ke Shang, Xiaozheng Guo, Junming Yang, Shuhui Xue, Jie Wang
GBRT-Based Estimation of Terrestrial Latent Heat Flux in the Haihe River Basin from Satellite and Reanalysis Datasets. Remote. Sens. 13 (6) (2021)
Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Using a Genetic Algorithm-Based Hyper-Heuristic to Tune MOEA/D for a Set of Benchmark Test Problems. EMO (2021)
Jinyuan Zhang, Hisao Ishibuchi, Ke Shang, Linjun He, Lie Meng Pang, Yiming Peng
Environmental selection using a fuzzy classifier for multiobjective evolutionary algorithms. GECCO (2021)
Ruiyang Yu, Yunjun Yao, Qiao Wang, Huawei Wan, Zijing Xie, Wenjia Tang, Ziping Zhang, Junming Yang, Ke Shang, Xiaozheng Guo, Xiangyi Bei
Satellite-Derived Estimation of Grassland Aboveground Biomass in the Three-River Headwaters Region of China during 1982-2018. Remote. Sens. 13 (15) (2021)
Ke Shang, Hisao Ishibuchi, Weiyu Chen, Yang Nan, Weiduo Liao
Hypervolume-Optimal μ-Distributions on Line/Plane-based Pareto Fronts in Three Dimensions. CoRR (2021)
Weiyu Chen, Hisao Ishibuchi, Ke Shang
Clustering-Based Subset Selection in Evolutionary Multiobjective Optimization. SMC (2021)
Ke Shang, Hisao Ishibuchi, Weiyu Chen
Greedy approximated hypervolume subset selection for many-objective optimization. GECCO (2021)
Ke Shang, Hisao Ishibuchi, Yang Nan
Distance-based subset selection revisited. GECCO (2021)
Longcan Chen, Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Periodical Weight Vector Update Using an Unbounded External Archive for Decomposition-Based Evolutionary Multi-Objective Optimization. SSCI (2021)
Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Using a Genetic Algorithm-based Hyper-heuristic to Tune MOEA/D for a Set of Various Test Problems. CEC (2021)
Longcan Chen, Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Periodical Generation Update using an Unbounded External Archive for Multi-Objective Optimization. CEC (2021)
Yang Nan, Ke Shang, Hisao Ishibuchi, Linjun He
Improving Local Search Hypervolume Subset Selection in Evolutionary Multi-objective Optimization. SMC (2021)
Lie Meng Pang, Ke Shang, Longcan Chen, Hisao Ishibuchi, Weiyu Chen
Proposal of a New Test Problem for Large-Scale Multi- and Many-Objective Optimization. SMC (2021)
Ke Shang, Hisao Ishibuchi, Lie Meng Pang, Yang Nan
Reference Point Specification for Greedy Hypervolume Subset Selection. SMC (2021)
Yunjun Yao, Shunlin Liang, Joshua B. Fisher, Yuhu Zhang, Jie Cheng, Jiquan Chen, Kun Jia, Xiaotong Zhang, Xiangyi Bei, Ke Shang, Xiaozheng Guo, Junming Yang
A Novel NIR-Red Spectral Domain Evapotranspiration Model From the Chinese GF-1 Satellite: Application to the Huailai Agricultural Region of China. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Ke Shang, Hisao Ishibuchi, Longcan Chen, Weiyu Chen, Lie Meng Pang
Improving the Efficiency of R2HCA-EMOA. EMO (2021)
Weiyu Chen, Hisao Ishibuchi, Ke Shang
Clustering-Based Subset Selection in Evolutionary Multiobjective Optimization. CoRR (2021)
Weiyu Chen, Hisao Ishibuchi, Ke Shang
Fast Greedy Subset Selection from Large Candidate Solution Sets in Evolutionary Multi-objective Optimization. CoRR (2021)
Yunjun Yao, Zhenhua Di, Zijing Xie, Zhiqiang Xiao, Kun Jia, Xiaotong Zhang, Ke Shang, Junming Yang, Xiangyi Bei, Xiaozheng Guo, Ruiyang Yu
Simplified Priestley-Taylor Model to Estimate Land-Surface Latent Heat of Evapotranspiration from Incident Shortwave Radiation, Satellite Vegetation Index, and Air Relative Humidity. Remote. Sens. 13 (5) (2021)
Yang Nan, Ke Shang, Hisao Ishibuchi, Linjun He
A Two-stage Hypervolume Contribution Approximation Method Based on R2 Indicator. CEC (2021)
Ke Shang, Hisao Ishibuchi, Yang Nan, Weiyu Chen
Transformation-based Hypervolume Indicator: A Framework for Designing Hypervolume Variants. SSCI (2020)
Ke Shang, Felix T. S. Chan, Stephen Karungaru, Kenji Terada, Zuren Feng, Liangjun Ke
Two-Stage Robust Optimization for the Orienteering Problem with Stochastic Weights. Complex. 2020 (2020)
Zhigang Ren, An Chen, Muyi Wang, Yang Yang, Yongsheng Liang, Ke Shang
Bi-Hierarchical Cooperative Coevolution for Large Scale Global Optimization. IEEE Access 8 (2020)
Weiyu Chen, Hisao Ishibuchi, Ke Shang
Effects of Discretization of Decision and Objective Spaces on the Performance of Evolutionary Multiobjective Optimization Algorithms. CoRR (2020)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
Numerical Analysis on Optimal Distributions of Solutions for Hypervolume Maximization. SMC (2020)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
A New Framework of Evolutionary Multi-Objective Algorithms with an Unbounded External Archive. ECAI (2020)
Longcan Chen, Ke Shang, Hisao Ishibuchi
Performance Comparison of Multi-Objective Evolutionary Algorithms on Simple and Difficult Many-Objective Test Problems. SSCI (2020)
Xiangyi Bei, Yunjun Yao, Lilin Zhang, Yi Lin, Shaomin Liu, Kun Jia, Xiaotong Zhang, Ke Shang, Junming Yang, Xiaowei Chen, Xiaozheng Guo
Estimation of Daily Terrestrial Latent Heat Flux with High Spatial Resolution from MODIS and Chinese GF-1 Data. Sensors 20 (10) (2020)
Ke Shang, Hisao Ishibuchi, Weiyu Chen, Lukás Adam
Hypervolume Optimal μ-Distributions on Line-Based Pareto Fronts in Three Dimensions. PPSN (2) (2020)
Linjun He, Ke Shang, Hisao Ishibuchi
Simultaneous use of two normalization methods in decomposition-based multi-objective evolutionary algorithms. Appl. Soft Comput. 92 (2020)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
Evolutionary Multi-Objective Optimization Algorithm Framework with Three Solution Sets. CoRR (2020)
Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Algorithm Configurations of MOEA/D with an Unbounded External Archive. SMC (2020)
Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Algorithm Configurations of MOEA/D with an Unbounded External Archive. CoRR (2020)
Junming Yang, Yunjun Yao, Yongxia Wei, Yuhu Zhang, Kun Jia, Xiaotong Zhang, Ke Shang, Xiangyi Bei, Xiaozheng Guo
A Robust Method for Generating High-Spatiotemporal-Resolution Surface Reflectance by Fusing MODIS and Landsat Data. Remote. Sens. 12 (14) (2020)
Ke Shang, Hisao Ishibuchi
A New Hypervolume-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 24 (5) (2020)
Yang Nan, Ke Shang, Hisao Ishibuchi, Linjun He
Reverse Strategy for Non-Dominated Archiving. IEEE Access 8 (2020)
Ke Shang, Hisao Ishibuchi, Xizi Ni
R2-Based Hypervolume Contribution Approximation. IEEE Trans. Evol. Comput. 24 (1) (2020)
Weiyu Chen, Hisao Ishibuchi, Ke Shang
Modified Distance-based Subset Selection for Evolutionary Multi-objective Optimization Algorithms. CEC (2020)
Weiyu Chen, Hisao Ishibuchi, Ke Shang
Lazy Greedy Hypervolume Subset Selection from Large Candidate Solution Sets. CEC (2020)
Xiaowei Chen, Yunjun Yao, Yufu Li, Yuhu Zhang, Kun Jia, Xiaotong Zhang, Ke Shang, Junming Yang, Xiangyi Bei, Xiaozheng Guo
ANN-Based Estimation of Low-Latitude Monthly Ocean Latent Heat Flux by Ensemble Satellite and Reanalysis Products. Sensors 20 (17) (2020)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
Solution Subset Selection for Final Decision Making in Evolutionary Multi-Objective Optimization. CoRR (2020)
Ke Shang, Yunjun Yao, Yufu Li, Junming Yang, Kun Jia, Xiaotong Zhang, Xiaowei Chen, Xiangyi Bei, Xiaozheng Guo
Fusion of Five Satellite-Derived Products Using Extremely Randomized Trees to Estimate Terrestrial Latent Heat Flux over Europe. Remote. Sens. 12 (4) (2020)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
Population Size Specification for Fair Comparison of Multi-objective Evolutionary Algorithms. SMC (2020)
Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Decomposition-Based Multi-Objective Evolutionary Algorithm Design Under Two Algorithm Frameworks. IEEE Access 8 (2020)
Yang Nan, Ke Shang, Hisao Ishibuchi
What is a good direction vector set for the R2-based hypervolume contribution approximation. GECCO (2020)
Ke Shang, Hisao Ishibuchi, Xizi Ni
Erratum to "R2-Based Hypervolume Contribution Approximation". IEEE Trans. Evol. Comput. 24 (4) (2020)
Lie Meng Pang, Hisao Ishibuchi, Ke Shang
Decomposition-Based Multi-Objective Evolutionary Algorithm Design under Two Algorithm Frameworks. CoRR (2020)
Lie Meng Pang, Hisao Ishibuchi, Ke Shang
NSGA-II With Simple Modification Works Well on a Wide Variety of Many-Objective Problems. IEEE Access 8 (2020)
Weiyu Chen, Hisao Ishibuchi, Ke Shang
Proposal of a Realistic Many-Objective Test Suite. PPSN (1) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ke Shang