Yaochu Jin - researchr alias

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Viewing Publication 1 - 100 from 569

2024

Large-Scale Multiobjective Optimization via Reformulated Decision Variable AnalysisCheng He 0001, Ran Cheng, Lianghao Li, Kay Chen Tan, Yaochu Jin. tec, 28(1):47-61, February 2024. [doi]

Tree-shaped multiobjective evolutionary CNN for hyperspectral image classificationMengxuan Zhang 0003, Long Liu 0004, Yaochu Jin, Zhikun Lei, Zhigang Wang, Licheng Jiao. asc, 152:111176, 2024. [doi]

Deep Industrial Image Anomaly Detection: A SurveyJiaqi Liu 0004, Guoyang Xie, Jin-Bao Wang, Shangnian Li, Chengjie Wang, Feng Zheng, Yaochu Jin. ijautcomp, 21(1):104-135, February 2024. [doi]

Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process ManufacturingFeng Qian 0004, Yaochu Jin, Xinghuo Yu 0001, Yang Tang, Guy B. Marin. tnn, 35(3):2914-2916, March 2024. [doi]

A Graph Neural Network Assisted Evolutionary Algorithm for Expensive Multi-Objective OptimizationXiangyu Wang 0013, Xilu Wang, Yaochu Jin, Ulrich Rückert 0001. cec 2024: 1-8 [doi]

Inverse distance weighting and radial basis function based surrogate model for high-dimensional expensive multi-objective optimizationFei Li 0019, Zhengkun Shang, Yuanchao Liu, Hao Shen 0001, Yaochu Jin. asc, 152:111194, 2024. [doi]

A Hierarchical Cooperative Genetic Programming for Complex Piecewise Symbolic RegressionXinan Chen, Wenjie Yi, Ruibin Bai, Rong Qu, Yaochu Jin. cec 2024: 1-8 [doi]

DRL-Searcher: A Unified Approach to Multirobot Efficient Search for a Moving TargetHongliang Guo, Qihang Peng, Zhiguang Cao, Yaochu Jin. tnn, 35(3):3215-3228, March 2024. [doi]

Cross-modal hashing retrieval with compatible triplet representationZhifeng Hao, Yaochu Jin, XueMing Yan, Chuyue Wang, Shangshang Yang, Hong Ge. ijon, 602:128293, 2024. [doi]

A Multiagent Cooperative Learning System With Evolution of Social RolesYaqing Hou, Mingyang Sun, Yifeng Zeng, Yew-Soon Ong, Yaochu Jin, Hongwei Ge, Qiang Zhang 0008. tec, 28(2):531-543, April 2024. [doi]

Federated Loss Exploration for Improved Convergence on Non-IID DataChristian Internò, Markus Olhofer, Yaochu Jin, Barbara Hammer. ijcnn 2024: 1-8 [doi]

Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization ProblemsHao Jiang, Kang Chou, Ye Tian 0009, Xingyi Zhang 0001, Yaochu Jin. tcyb, 54(7):4335-4347, July 2024. [doi]

CIS-ing in an Uncertain World [President's Message]Yaochu Jin. cim, 19(1):4-5, February 2024. [doi]

Don't Play Games, Optimize [President's Message]Yaochu Jin. cim, 19(2):3-4, May 2024. [doi]

Time Flies [President's Message]Yaochu Jin. cim, 19(3):3-4, August 2024. [doi]

Newly Elected CIS Administrative Committee Members [Society Briefs]Yaochu Jin. cim, 19(2):5-7, May 2024. [doi]

Lightweight Structure-Aware Transformer Network for Remote Sensing Image Change DetectionTao Lei, Yetong Xu, Hailong Ning, Zhiyong Lv, Chongdan Min, Yaochu Jin, Asoke K. Nandi. lgrs, 21:1-5, 2024. [doi]

Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer LearningHuiting Li, Yaochu Jin, Tianyou Chai. tetci, 8(1):488-502, February 2024. [doi]

A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage MeasurementHongbin Li, Chaojun Ma, Chuanji Zhang, Qing Chen, Cheng He 0001, Yaochu Jin. tetci, 8(2):1142-1155, April 2024. [doi]

Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open IssuesNan Li, Lianbo Ma, Guo Yu, Bing Xue 0001, Mengjie Zhang 0001, Yaochu Jin. ACM Comput. Surv., 56(2), February 2024. [doi]

FOG: A Unified Framework for Federated Combinatorial Optimization on GraphsShiqing Liu, Ulrich Rückert 0001, Yaochu Jin. cec 2024: 1-8 [doi]

Federated Bayesian optimization via compressed sensingQiqi Liu, Leming Wu, Yaochu Jin. isci, 681:121148, 2024. [doi]

A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization ProblemsYuanchao Liu, Jianchang Liu, Jinliang Ding, Shangshang Yang, Yaochu Jin. tec, 28(4):1039-1053, August 2024. [doi]

An edge-aware graph autoencoder trained on scale-imbalanced data for traveling salesman problemsShiqing Liu, XueMing Yan, Yaochu Jin. kbs, 291:111559, 2024. [doi]

A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization AlgorithmQiqi Liu, YuPing Yan, Péter Ligeti, Yaochu Jin. tetci, 8(1):191-205, February 2024. [doi]

Privacy-preserving federated Bayesian optimization with learnable noiseQiqi Liu, YuPing Yan, Yaochu Jin. isci, 653:119739, January 2024. [doi]

Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance AssessmentZhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb. tec, 28(2):323-337, April 2024. [doi]

A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization ProblemsJianping Luo, Yongfei Dong, Qiqi Liu, Zexuan Zhu, Wenming Cao 0001, Kay Chen Tan, Yaochu Jin. tetci, 8(2):1894-1909, April 2024. [doi]

Pareto-Wise Ranking Classifier for Multiobjective Evolutionary Neural Architecture SearchLianbo Ma, Nan Li, Guo Yu 0001, Xiaoyu Geng, Shi Cheng, Xingwei Wang 0001, Min Huang 0001, Yaochu Jin. tec, 28(3):570-581, June 2024. [doi]

Even Search in a Promising Region for Constrained Multi-Objective OptimizationFei Ming, Wenyin Gong, Yaochu Jin. ieeejas, 11(2):474-486, February 2024. [doi]

Growing Neural Gas Network-based surrogate-assisted Pareto set learning for multimodal multi-objective optimizationFei Ming, Wenyin Gong, Yaochu Jin. swevo, 87:101541, 2024. [doi]

A Generic Self-Supervised Framework of Learning Invariant Discriminative FeaturesFoivos Ntelemis, Yaochu Jin, Spencer Angus Thomas. tnn, 35(9):12938-12952, September 2024. [doi]

Surrogate information transfer and fusion in high-dimensional expensive optimization problemsYong Pang, Shuai Zhang, Yaochu Jin, Yitang Wang, Xiaonan Lai, Xueguan Song. swevo, 88:101586, 2024. [doi]

An attentive Copula-based spatio-temporal graph model for multivariate time-series forecastingXihe Qiu, Jiahui Qian, Haoyu Wang, Xiaoyu Tan, Yaochu Jin. asc, 154:111324, 2024. [doi]

A Surrogate-Assisted Genetic Algorithm Framework to Discover Peptides Against COVID-19 VirusElias A. D. Silva, Lucas S. Palmeira, Marcelo A. Garcia-Júnior, Luiz G. A. Martins, Yaochu Jin, Bruno S. Andrade, Robinson Sabino-Silva, Murillo G. Carneiro. cec 2024: 1-8 [doi]

Learning to Guide Particle Search for Dynamic Multiobjective OptimizationWei Song, Shaocong Liu, Xinjie Wang, Yinan Guo 0001, Shengxiang Yang, Yaochu Jin. tcyb, 54(9):5529-5542, September 2024. [doi]

Model-Based Off-Policy Deep Reinforcement Learning With Model-EmbeddingXiaoyu Tan, Chao Qu, Junwu Xiong, James Y. Zhang, Xihe Qiu, Yaochu Jin. tetci, 8(4):2974-2986, August 2024. [doi]

Alleviating Search Bias in Bayesian Evolutionary Optimization With Many Heterogeneous ObjectivesXilu Wang, Yaochu Jin, Sebastian Schmitt, Markus Olhofer. tsmc, 54(1):143-155, January 2024. [doi]

Efficient adversarial training with multi-fidelity optimization for robust neural networkZhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin. ijon, 585:127627, 2024. [doi]

Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State NetworksXinjie Wang, Yaochu Jin, Wenli Du, Jun Wang. tnn, 35(2):1572-1583, February 2024. [doi]

A Surrogate-Assisted Coevolutionary Algorithm for Expensive Constrained Multiobjective OptimizationHaofeng Wu, Qingda Chen, Cuie Yang, Jinliang Ding, Yaochu Jin. cec 2024: 1-8 [doi]

A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition FunctionsHaofeng Wu, Qingda Chen, Yaochu Jin, Jinliang Ding, Tianyou Chai. tetci, 8(2):2050-2064, April 2024. [doi]

FL-OTCSEnc: Towards secure federated learning with deep compressed sensingLeming Wu, Yaochu Jin, YuPing Yan, Kuangrong Hao. kbs, 291:111534, 2024. [doi]

Federated Document-Level Biomedical Relation Extraction with Localized Context ContrastYan Xiao, Yaochu Jin, Kuangrong Hao. COLING 2024: 7163-7173 [doi]

Cross-modality Neuroimage Synthesis: A SurveyGuoyang Xie, Yawen Huang, Jin-Bao Wang, Jiayi Lyu, Feng Zheng, Yefeng Zheng 0001, Yaochu Jin. ACM Comput. Surv., 56(3), March 2024. [doi]

IM-IAD: Industrial Image Anomaly Detection Benchmark in ManufacturingGuoyang Xie, Jinbao Wang, Jiaqi Liu 0004, Jiayi Lyu, Yong Liu, Chengjie Wang, Feng Zheng, Yaochu Jin. tcyb, 54(5):2720-2733, May 2024. [doi]

Binary spectral clustering for multi-view dataXueMing Yan, Guo-Zhong, Yaochu Jin, Xiaohua Ke, Fenfang Xie, Guoheng Huang. isci, 677:120899, 2024. [doi]

Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text ClassificationXueMing Yan, Han Huang 0002, Yaochu Jin, Liang Chen, Zhanning Liang, Zhifeng Hao. tetci, 8(1):350-363, February 2024. [doi]

Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning FrameworkShuangming Yang, Haowen Wang, Yanwei Pang, Yaochu Jin, Bernabé Linares-Barranco. tsmc, 54(3):1502-1514, 2024. [doi]

An Energy-Efficient Convolution-Based Partitioned Collaborative Perception Algorithm for Large-Scale IoT ServicesZhen Yang, Jie Zhang, Yunliang Jiang, Yaochu Jin. tii, 20(5):7404-7413, May 2024. [doi]

Reinforcement Learning for Scalable Train Timetable Rescheduling With Graph RepresentationPeng Yue, Yaochu Jin, Xuewu Dai, Zhen-Hua Feng, Dongliang Cui. tits, 25(7):6472-6485, July 2024. [doi]

Reinforcement Learning for Online Dispatching Policy in Real-Time Train Timetable ReschedulingPeng Yue, Yaochu Jin, Xuewu Dai, Zhen-Hua Feng, Dongliang Cui. tits, 25(1):478-490, January 2024. [doi]

Robust Long-Tailed Image Classification via Adversarial Feature Re-CalibrationJinghao Zhang, Zhenhua Feng, Yaochu Jin. visigrapp 2024: 213-220 [doi]

Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil SchedulingWanting Zhang, Wei Du 0003, Guo Yu 0001, Renchu He, Wenli Du, Yaochu Jin. tetci, 8(2):1567-1581, April 2024. [doi]

Federated Many-Task Bayesian OptimizationHangyu Zhu, Xilu Wang, Yaochu Jin. tec, 28(4):980-993, August 2024. [doi]

2023

Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State MachinesYan Zhou 0008, Yaochu Jin, Yao Sun, Jinliang Ding. tetci, 7(5):1484-1498, October 2023. [doi]

Enhancing the Robustness of Networks Against Multiple Damage Models Using a Multifactorial Evolutionary AlgorithmShuai Wang 0009, Yaochu Jin, Ming Cai. tsmc, 53(7):4176-4188, July 2023. [doi]

A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization ProblemShuai Wang 0009, Beichen Ding, Yaochu Jin. cim, 18(3):41-53, August 2023. [doi]

Guest Editorial: Advanced Intelligent Manufacturing System: Theory, Algorithms, and Industrial ApplicationsQiang Liu 0018, Jialu Fan, Jin-Xi Zhang, Yaochu Jin. tii, 19(6):7720-7723, June 2023. [doi]

Towards the Prognosis of Patients in Coma using Echo State Networks for EEG AnalysisLucas Z. Bissaro, Odelmo O. Nascimento Junior, João-Batista Destro-Filho, Yaochu Jin, Murillo G. Carneiro. inns-dlia 2023: 509-518 [doi]

Key Issues in Real-World Applications of Many-Objective Optimisation and Decision AnalysisKalyanmoy Deb, Peter J. Fleming, Yaochu Jin, Kaisa Miettinen, Patrick M. Reed. In Dimo Brockhoff, Michael Emmerich 0001, Boris Naujoks, Robin C. Purshouse, editors, Many-Criteria Optimization and Decision Analysis: State-of-the-Art, Present Challenges, and Future Perspectives. Natural Computing Series, pages 29-57, Springer, 2023. [doi]

Automated pattern generation for swarm robots using constrained multi-objective genetic programmingZhun Fan, Zhaojun Wang, Wenji Li, Xiaomin Zhu 0001, Bingliang Hu, An-Min Zou, Weidong Bao, Minqiang Gu, Zhifeng Hao, Yaochu Jin. swevo, 81:101337, August 2023. [doi]

Effects of Pareto Set on the Performance of Problem Reformulation-Based Large-Scale Multiobjective Optimization AlgorithmsHaoran Gu, Handing Wang, Yaochu Jin. cec 2023: 1-8 [doi]

Surrogate-Assisted Differential Evolution With Adaptive Multisubspace Search for Large-Scale Expensive OptimizationHaoran Gu, Handing Wang, Yaochu Jin. tec, 27(6):1765-1779, December 2023. [doi]

DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path ProblemsHongliang Guo, Wenda Sheng, Chen Gao, Yaochu Jin. itsm, 15(5):91-108, September - October 2023. [doi]

Federated Learning - Fundamentals and AdvancesYaochu Jin, Hangyu Zhu, Jinjin Xu, Yang Chen 0007. Springer, 2023. [doi]

Computational Evolution of Neural and Morphological Development - Towards Evolutionary Developmental Artificial IntelligenceYaochu Jin. Natural Computing Series, Springer, 2023. [doi]

Ultralightweight Spatial-Spectral Feature Cooperation Network for Change Detection in Remote Sensing ImagesTao Lei, Xinzhe Geng, Hailong Ning, Zhiyong Lv, Maoguo Gong, Yaochu Jin, Asoke K. Nandi. tgrs, 61:1-14, 2023. [doi]

EMT-NAS: Transferring architectural knowledge between tasks from different datasetsPeng Liao, Yaochu Jin, Wenli Du. cvpr 2023: 3643-3653 [doi]

End-to-End Pareto Set Prediction with Graph Neural Networks for Multi-objective Facility LocationShiqing Liu, XueMing Yan, Yaochu Jin. emo 2023: 147-161 [doi]

Federated Bayesian Optimization for Privacy-Preserving Neural Architecture SearchShiqing Liu, Xilu Wang, Yaochu Jin. cec 2023: 1-8 [doi]

Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective OptimizationQiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann. tsmc, 53(2):763-775, 2023. [doi]

Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary OptimizationZhening Liu, Handing Wang, Yaochu Jin. tcyb, 53(10):6263-6276, October 2023. [doi]

A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained OptimizationYuanchao Liu, Jianchang Liu, Yaochu Jin, Fei Li 0019, Tianzi Zheng. tetci, 7(3):715-730, June 2023. [doi]

Surrogate-Assisted Many-Objective Optimization of Building Energy ManagementQiqi Liu, Felix Lanfermann, Tobias Rodemann, Markus Olhofer, Yaochu Jin. cim, 18(4):14-28, November 2023. [doi]

Guest Editorial: Special Issue on Security and Privacy in Machine LearningWenjian Luo, Yaochu Jin, Catherine Huang. tai, 4(5):986-987, October 2023. [doi]

A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective OptimizationShufen Qin, Chaoli Sun, Qiqi Liu, Yaochu Jin. tec, 27(4):1085-1099, 2023. [doi]

A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained OptimizationZhenshou Song, Handing Wang, Yaochu Jin. tsmc, 53(10):6268-6280, October 2023. [doi]

An Ant Colony Algorithm Assisted by Graph Neural Networks for Solving Vehicle Routing ProblemsXiangyu Wang, Yaochu Jin. gecco 2023: 5-6 [doi]

Adversarial Training of Deep Neural Networks Guided by Texture and Structural InformationZhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin. mm 2023: 4958-4967 [doi]

An efficient evolutionary algorithm for high-speed train rescheduling under a partial station blockageRongsheng Wang, Qi Zhang 0052, Xuewu Dai, Zhiming Yuan, Tao Zhang, Shuxin Ding, Yaochu Jin. asc, 145:110590, September 2023. [doi]

Recent Advances in Bayesian OptimizationXilu Wang, Yaochu Jin, Sebastian Schmitt, Markus Olhofer. ACM Comput. Surv., 55(13s), 2023. [doi]

FedMed-GAN: Federated domain translation on unsupervised cross-modality brain image synthesisJinbao Wang, Guoyang Xie, Yawen Huang, Jiayi Lyu, Feng Zheng, Yefeng Zheng 0001, Yaochu Jin. ijon, 546:126282, 2023. [doi]

Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy EnvironmentsYapei Wu, Xingguang Peng, Handing Wang, Yaochu Jin, Demin Xu. tec, 27(3):686-700, 2023. [doi]

Optimized compressed sensing for communication efficient federated learningLeming Wu, Yaochu Jin, Kuangrong Hao. kbs, 278:110805, October 2023. [doi]

Multi-robot target entrapment using cooperative hierarchical gene regulatory networkMeng Wu, Xiaomin Zhu 0001, Li Ma, Weidong Bao, Zhun Fan, Yaochu Jin. swevo, 80:101310, July 2023. [doi]

Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation ClassificationYan Xiao, Yaochu Jin, Kuangrong Hao. tnn, 34(3):1406-1417, March 2023. [doi]

Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: GraphcoreGuoyang Xie, Jinbao Wang, Jiaqi Liu, Yaochu Jin, Feng Zheng. iclr 2023: [doi]

Triple Change Detection Network via Joint Multifrequency and Full-Scale Swin-Transformer for Remote Sensing ImagesDinghua Xue, Tao Lei, Shuangming Yang, Zhiyong Lv, Tongfei Liu, Yaochu Jin, Asoke K. Nandi. tgrs, 61:1-15, 2023. [doi]

An adaptive n-gram transformer for multi-scale scene text recognitionXueMing Yan, Zhihang Fang, Yaochu Jin. kbs, 280:110964, November 2023. [doi]

A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic OptimizationCuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai. ec, 31(4):433-458, Winter 2023. [doi]

Solution Set Augmentation for Knee Identification in Multiobjective Decision AnalysisGuo Yu, Yaochu Jin, Markus Olhofer, Qiqi Liu, Wenli Du. tcyb, 53(4):2480-2493, April 2023. [doi]

Graph Q-learning Assisted Ant Colony Optimization for Vehicle Routing Problems with Time WindowsPeng Yue, Shiqing Liu, Yaochu Jin. gecco 2023: 7-8 [doi]

What Makes a Good Data Augmentation for Few-Shot Unsupervised Image Anomaly Detection?Lingrui Zhang, Shuheng Zhang, Guoyang Xie, Jiaqi Liu, Hua Yan, Jinbao Wang, Feng Zheng, Yaochu Jin. cvpr 2023: 4345-4354 [doi]

Elitism-based transfer learning and diversity maintenance for dynamic multi-objective optimizationXi Zhang, Guo Yu, Yaochu Jin, Feng Qian. isci, 636:118927, July 2023. [doi]

A self-adaptive dynamic multi-objective optimization algorithm based on transfer learning and elitism-based mutationXi Zhang, Yaochu Jin, Feng Qian. ijon, 559:126761, November 2023. [doi]

Guest editorial: Robust, explainable, and privacy-preserving deep learningNian Zhang, Zhigang Zeng, Yaochu Jin. kbs, 263:110287, March 2023. [doi]

Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization ProblemsTuo Zhang, Handing Wang, Bo Yuan 0006, Yaochu Jin, Xin Yao 0001. tec, 27(5):1162-1176, October 2023. [doi]

An adaptive Gaussian process based manifold transfer learning to expensive dynamic multi-objective optimizationXi Zhang, Guo Yu, Yaochu Jin, Feng Qian. ijon, 538:126212, June 2023. [doi]

PIVODL: Privacy-Preserving Vertical Federated Learning Over Distributed LabelsHangyu Zhu, Rui Wang 0070, Yaochu Jin, Kaitai Liang. tai, 4(5):988-1001, October 2023. [doi]

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