| 2026 | AAAI | ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models Using Pareto High-Quality Data. | Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin |
| 2026 | AAAI | HCPO: Hierarchical Conductor-Based Policy Optimization in Multi-Agent Reinforcement Learning. | Zejiao Liu, Junqi Tu, Yitian Hong, Luolin Xiong, Yaochu Jin, Yang Tang, Fangfei Li |
| 2026 | ACL | Solver-Independent Automated Problem Formulation via LLMs for High-Cost Simulation-Driven Design. | Yuchen Li, Handing Wang, Bing Xue, Mengjie Zhang, Yaochu Jin |
| 2025 | AAAI | Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning. | Yuchen Liu, Chen Chen, Lingjuan Lyu, Yaochu Jin, Gang Chen |
| 2025 | ACL | NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models. | Xiang Hu, Hongyu Fu, Jinge Wang, Yifeng Wang, Zhikun Li, Renjun Xu, Yu Lu, Yaochu Jin, Lili Pan, Zhenzhong Lan |
| 2025 | CEC | Cross-Entropy Firefly Algorithm-Assisted Deep Reinforcement Learning for Flexible Flow Shop Scheduling Problems. | Peng Zeng, Chang Liu, Zhenghao Yu, Yaochu Jin, Guangxi Wan |
| 2025 | CEC | Efficient Federated Bayesian Optimization with Symbolic Regression Model. | Xilu Wang, Kaifeng Yang, Peng Liao, Mengxuan Zhang, Yaochu Jin |
| 2025 | CEC | Brain-Inspired Modular Reservoir based on Spiking Neurons for Multi-Task Learning. | Yan Zhou, Yaochu Jin, Jinliang Ding |
| 2025 | CEC | An Elite-Guided Large-Scale Multi-Objective Evolutionary Algorithm Driven by Denoising Diffusion Probabilistic Models. | Tingting Dang, Wenxuan Fang, Jiaqiang Li, Qiqi Liu, Junhua Gu, Yaochu Jin |
| 2025 | CEC | Task Representation in Optimization: Utilizing Image Modalities for Effective Comparison. | Zijian Jiang, Qiqi Liu, Yaochu Jin, Jiaqiang Li |
| 2025 | CEC | Surrogate-Assisted Evolutionary Neural Architecture Search with Architecture Knowledge Transfer. | Peng Liao, Xilu Wang, Yaochu Jin, Chaoli Sun, Wenli Du |
| 2025 | CEC | Convergence of Expensive Multi-Objective Optimizers: From ParEGO to ExTrEMO. | Haofeng Wu, Tingyang Wei, Jiao Liu, Meng Xu, Yew-Soon Ong, Yaochu Jin |
| 2025 | ICCV | Neural Architecture Search Driven by Locally Guided Diffusion for Personalized Federated Learning. | Peng Liao, Xilu Wang, Yaochu Jin, Wenli Du, Han Hu |
| 2025 | ICCV | Personalized Federated Learning Under Local Supervision. | Qiqi Liu, Jiaqiang Li, Yuchen Liu, Yaochu Jin, Lingjuan Lyu, Xiaohu Wu, Han Yu |
| 2025 | ICCV | SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition. | Zeqi Zheng, Yanchen Huang, Yingchao Yu, Zizheng Zhu, Junfeng Tang, Zhaofei Yu, Yaochu Jin |
| 2025 | ICLR | Biologically Plausible Brain Graph Transformer. | Ciyuan Peng, Yuelong Huang, Qichao Dong, Shuo Yu, Feng Xia, Chengqi Zhang, Yaochu Jin |
| 2025 | ICLR | ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning. | Zihan Ye, Shreyank N. Gowda, Shiming Chen, Xiaowei Huang, Haotian Xu, Fahad Shahbaz Khan, Yaochu Jin, Kaizhu Huang, Xiaobo Jin |
| 2025 | ICML | Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning. | Mengmeng Chen, Xiaohu Wu, Qiqi Liu, Tiantian He, Yew-Soon Ong, Yaochu Jin, Qicheng Lao, Han Yu |
| 2025 | WWW | Spatial-Temporal Analysis of Collective Emotional Resonance in China During Global Health Crisis. | Limiao Zhang, Xinyang Qi, Haiping Ma, Jie Gao, Xingyi Zhang, Yanqing Hu, Yaochu Jin |
| 2024 | CEC | A Graph Neural Network Assisted Evolutionary Algorithm for Expensive Multi-Objective Optimization. | Xiangyu Wang, Xilu Wang, Yaochu Jin, Ulrich Rckert |
| 2024 | CEC | A Hierarchical Cooperative Genetic Programming for Complex Piecewise Symbolic Regression. | Xinan Chen, Wenjie Yi, Ruibin Bai, Rong Qu, Yaochu Jin |
| 2024 | CEC | FOG: A Unified Framework for Federated Combinatorial Optimization on Graphs. | Shiqing Liu, Ulrich Rckert, Yaochu Jin |
| 2024 | CEC | A Surrogate-Assisted Genetic Algorithm Framework to Discover Peptides Against COVID-19 Virus. | Elias A. D. Silva, Lucas S. Palmeira, Marcelo A. Garcia-Jnior, Luiz G. A. Martins, Yaochu Jin, Bruno S. Andrade, Robinson Sabino-Silva, Murillo G. Carneiro |
| 2024 | CEC | A Surrogate-Assisted Coevolutionary Algorithm for Expensive Constrained Multiobjective Optimization. | Haofeng Wu, Qingda Chen, Cuie Yang, Jinliang Ding, Yaochu Jin |
| 2024 | COLING | Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast. | Yan Xiao, Yaochu Jin, Kuangrong Hao |
| 2024 | ECCV | MO-EMT-NAS: Multi-objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets. | Peng Liao, Xilu Wang, Yaochu Jin, Wenli Du |
| 2024 | ECCV | Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective. | Zhaoxin Wang, Handing Wang, Cong Tian, Yaochu Jin |
| 2024 | IJCNN | Federated Loss Exploration for Improved Convergence on Non-IID Data. | Christian Intern, Markus Olhofer, Yaochu Jin, Barbara Hammer |
| 2024 | VISIGRAPP | Robust Long-Tailed Image Classification via Adversarial Feature Re-Calibration. | Jinghao Zhang, Zhenhua Feng, Yaochu Jin |
| 2023 | CEC | Effects of Pareto Set on the Performance of Problem Reformulation-Based Large-Scale Multiobjective Optimization Algorithms. | Haoran Gu, Handing Wang, Yaochu Jin |
| 2023 | CEC | Federated Bayesian Optimization for Privacy-Preserving Neural Architecture Search. | Shiqing Liu, Xilu Wang, Yaochu Jin |
| 2023 | CVPR | EMT-NAS: Transferring architectural knowledge between tasks from different datasets. | Peng Liao, Yaochu Jin, Wenli Du |
| 2023 | CVPR | 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 |
| 2023 | EMO | End-to-End Pareto Set Prediction with Graph Neural Networks for Multi-objective Facility Location. | Shiqing Liu, Xueming Yan, Yaochu Jin |
| 2023 | GECCO | An Ant Colony Algorithm Assisted by Graph Neural Networks for Solving Vehicle Routing Problems. | Xiangyu Wang, Yaochu Jin |
| 2023 | GECCO | Graph Q-learning Assisted Ant Colony Optimization for Vehicle Routing Problems with Time Windows. | Peng Yue, Shiqing Liu, Yaochu Jin |
| 2023 | ICLR | Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore. | Guoyang Xie, Jinbao Wang, Jiaqi Liu, Yaochu Jin, Feng Zheng |
| 2021 | DCC | Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compression. | Jiacheng Xu, Zhijun Fang, Yongbin Gao, Siwei Ma, Yaochu Jin, Heng Zhou, Anjie Wang |
| 2021 | SAC | Regular echo state networks: simple and accurate reservoir models to real-world applications. | Lucas Z. Bissaro, Yaochu Jin, Murillo G. Carneiro |
| 2020 | CEC | Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO. | Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin |
| 2020 | GECCO | Generation of consistent sets of multi-label classification rules with a multi-objective evolutionary algorithm. | Thiago Zafalon Miranda, Diorge Brognara Sardinha, Mrcio Porto Basgalupp, Yaochu Jin, Ricardo Cerri |
| 2020 | GECCO | Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation times. | Xilu Wang, Yaochu Jin, Sebastian Schmitt, Markus Olhofer |
| 2020 | IJCNN | HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction. | Huaming Chen, Yaochu Jin, Lei Wang, Chi-Hung Chi, Jun Shen |
| 2020 | IJCNN | EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. | Rahma Fourati, Boudour Ammar, Yaochu Jin, Adel M. Alimi |
| 2020 | IJCNN | A Gated Recurrent Unit based Echo State Network. | Xinjie Wang, Yaochu Jin, Kuangrong Hao |
| 2020 | PACBB | Towards A More Effective Bidirectional LSTM-Based Learning Model for Human-Bacterium Protein-Protein Interactions. | Huaming Chen, Jun Shen, Lei Wang, Yaochu Jin |
| 2020 | PPSN | A Surrogate-Assisted Evolutionary Algorithm with Random Feature Selection for Large-Scale Expensive Problems. | Guoxia Fu, Chaoli Sun, Ying Tan, Guochen Zhang, Yaochu Jin |
| 2019 | CEC | Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion. | Cheng He, Ran Cheng, Yaochu Jin, Xin Yao |
| 2019 | CEC | Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts. | Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann |
| 2019 | CEC | A New Selection Strategy for Decomposition-based Evolutionary Many-Objective Optimization. | Shufen Qin, Chaoli Sun, Yaochu Jin, Lier Lan, Ying Tan |
| 2019 | CEC | Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection. | Ye Tian, Shangshang Yang, Xingyi Zhang, Yaochu Jin |
| 2019 | CEC | A Multi-indicator based Selection Strategy for Evolutionary Many-objective Optimization. | Hao Wang, Chaoli Sun, Yaochu Jin, Shufen Qin, Haibo Yu |
| 2019 | CEC | References or Preferences - Rethinking Many-objective Evolutionary Optimization. | Guo Yu, Yaochu Jin, Markus Olhofer |
| 2019 | GECCO | Multiobjective shape design in a ventilation system with a preference-driven surrogate-assisted evolutionary algorithm. | Tinkle Chugh, Tomas Kratky, Kaisa Miettinen, Yaochu Jin, Pekka Makkonen |
| 2019 | GECCO | An a priori knee identification multi-objective evolutionary algorithm based on | Guo Yu, Yaochu Jin, Markus Olhofer |
| 2019 | ISNN | Evolutionary Optimization of Liquid State Machines for Robust Learning. | Yan Zhou, Yaochu Jin, Jinliang Ding |
| 2018 | CEC | Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems. | Ye Tian, Xiaoshu Xiang, Xingyi Zhang, Ran Cheng, Yaochu Jin |
| 2018 | CEC | Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization. | Handing Wang, John Doherty, Yaochu Jin |
| 2018 | CEC | A Method for a Posteriori Identification of Knee Points Based on Solution Density. | Guo Yu, Yaochu Jin, Markus Olhofer |
| 2018 | GECCO | Semi-supervised learning assisted particle swarm optimization of computationally expensive problems. | Chaoli Sun, Yaochu Jin, Ying Tan |
| 2017 | CEC | Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system. | Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Yaochu Jin, Tomas Kratky, Pekka Makkonen |
| 2017 | CEC | Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization. | Handing Wang, Yaochu Jin |
| 2017 | ICTAI | Nature-Inspired Graph Optimization for Dimensionality Reduction. | Murillo G. Carneiro, Thiago Henrique Cupertino, Ran Cheng, Yaochu Jin, Liang Zhao |
| 2016 | CEC | The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence. | Hongmei He, Carsten Maple, Tim Watson, Ashutosh Tiwari, Jrn Mehnen, Yaochu Jin, Bogdan Gabrys |
| 2016 | CEC | Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection. | Hongmei He, Ashutosh Tiwari, Jrn Mehnen, Tim Watson, Carsten Maple, Yaochu Jin, Bogdan Gabrys |
| 2016 | CEC | Reference point based prediction for evolutionary dynamic multiobjective optimization. | Yaochu Jin, Cuie Yang, Jinliang Ding, Tianyou Chai |
| 2016 | CEC | A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric. | Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin |
| 2016 | GECCO | Data Driven Evolutionary Optimization of Complex Systems: Big Data Versus Small Data. | Yaochu Jin |
| 2016 | GECCO | Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization. | Alma As-Aad Rahat, Richard M. Everson, Jonathan E. Fieldsend, Yaochu Jin, Handing Wang |
| 2016 | GECCO | Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems. | Chao-Li Sun, Yaochu Jin, Jinliang Ding, Jianchao Zeng |
| 2016 | IJCNN | Network structural optimization based on swarm intelligence for highlevel classification. | Murillo G. Carneiro, Liang Zhao, Ran Cheng, Yaochu Jin |
| 2016 | PPSN | On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization. | Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Jussi Hakanen, Yaochu Jin |
| 2015 | CEC | Trade-off between computational complexity and accuracy in evolutionary image feature extraction. | Wissam A. Albukhanajer, Yaochu Jin, Johann A. Briffa |
| 2015 | CEC | Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization. | Ran Cheng, Markus Olhofer, Yaochu Jin |
| 2015 | CEC | New performance indicators for robust optimization over time. | Yuanjun Huang, Yaochu Jin, Yongsheng Ding |
| 2015 | EMO | Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts. | Ran Cheng, Yaochu Jin, Kaname Narukawa |
| 2015 | EUSFLAT | Evolutionary Optimization of complex Systems in Uncertain Environments. | Yaochu Jin |
| 2015 | IJCCI | Scalable Model based Evolutionary Multi-objective Optimization. | Yaochu Jin |
| 2014 | CEC | Neural network ensembles for image identification using Pareto-optimal features. | Wissam A. Albukhanajer, Yaochu Jin, Johann A. Briffa |
| 2014 | CEC | Demonstrator selection in a social learning particle swarm optimizer. | Ran Cheng, Yaochu Jin |
| 2014 | CEC | Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problems. | Tong Liu, Chaoli Sun, Jianchao Zeng, Songdong Xue, Yaochu Jin |
| 2014 | CEC | Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robots. | Hyondong Oh, Yaochu Jin |
| 2014 | CEC | Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulations. | Christopher Smith, John Doherty, Yaochu Jin |
| 2014 | PPSN | On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments. | Chao Qian, Yang Yu, Yaochu Jin, Zhi-Hua Zhou |
| 2013 | CEC | A multi-swarm evolutionary framework based on a feedback mechanism. | Ran Cheng, Chaoli Sun, Yaochu Jin |
| 2013 | CEC | Evolutionary truss layout optimization using the vectorized structure approach. | Ayang Xiao, Benli Wang, Yaochu Jin |
| 2013 | EMO | A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction. | Wissam A. Albukhanajer, Yaochu Jin, Johann A. Briffa, Godfried Williams |
| 2013 | EMO | Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators. | Spencer Angus Thomas, Yaochu Jin |
| 2013 | GECCO | An evolution strategy assisted by an ensemble of local Gaussian process models. | Jianfeng Lu, Bin Li, Yaochu Jin |
| 2013 | IDEAL | Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation Coefficient. | Lili Zhuang, Ke Tang, Yaochu Jin |
| 2012 | CEC | Evolutionary multi-objective optimization of trace transform for invariant feature extraction. | Wissam A. Albukhanajer, Yaochu Jin, Johann A. Briffa, Godfried Williams |
| 2012 | CIBCB | Quantitative analysis of redundancy in evolution of developmental systems. | Lisa Schramm, Yaochu Jin, Bernhard Sendhoff |
| 2012 | CIBCB | Combining genetic oscillators and switches using evolutionary algorithms. | Spencer Angus Thomas, Yaochu Jin |
| 2012 | GECCO | Evo-devo-robo workshop program. | Stphane Doncieux, Yaochu Jin, Jean-Baptiste Mouret |
| 2012 | IJCNN | The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities. | Joseph Chrol-Cannon, Andr Grning, Yaochu Jin |
| 2011 | ICRA | Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithm. | Hongliang Guo, Yan Meng, Yaochu Jin |
| 2011 | ICRA | Cross-Ball: A new morphogenetic self-reconfigurable modular robot. | Yan Meng, Yuyang Zhang, Abhay Sampath, Yaochu Jin, Bernhard Sendhoff |
| 2010 | ALIFE | A Morphogenetic Approach to Self-Reconfigurable Modular Robots using a Hybrid Hierarchical Gene Regulatory Network. | Yan Meng, Yuyang Zhang, Yaochu Jin |
| 2010 | ALIFE | Analysis of Gene Regulatory Network Motifs in Evolutionary Development of Multicellular Organisms. | Lisa Schramm, Vander Valente Martins, Yaochu Jin, Bernhard Sendhoff |
| 2010 | CEC | Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic system. | Hongliang Guo, Yan Meng, Yaochu Jin |
| 2010 | CEC | Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization. | Yaochu Jin, Sanghoun Oh, Moongu Jeon |
| 2010 | CEC | Robust optimization over time - A new perspective on dynamic optimization problems. | Xin Yu, Yaochu Jin, Ke Tang, Xin Yao |
| 2010 | CIBCB | A fitness-independent evolvability measure for evolutionary developmental systems. | Yaochu Jin, Jens Trommler |
| 2010 | GECCO | NEATfields: evolution of neural fields. | Benjamin Inden, Yaochu Jin, Robert Haschke, Helge J. Ritter |
| 2010 | GECCO | Evolving heterochrony for cellular differentiation using vector field embryogeny. | Till Steiner, Yaochu Jin, Bernhard Sendhoff |
| 2010 | IJCNN | Human activity detection using spiking neural networks regulated by a gene regulatory network. | Yan Meng, Yaochu Jin, Jun Yin, Matthew Conforth |
| 2010 | IJCNN | Fusing bottom-up and top-down pathways in neural networks for visual object recognition. | Yuhua Zheng, Yan Meng, Yaochu Jin |
| 2009 | CEC | Global shape with morphogen gradients and motile polarized cells. | Till Steiner, Jens Trommler, Martin Brenn, Yaochu Jin, Bernhard Sendhoff |
| 2008 | ALIFE | Evolving Functional Symmetry in a Three Dimensional Model of an Elongated Organism. | Ben Jones, Yaochu Jin, Bernhard Sendhoff, Xin Yao |
| 2008 | CEC | Evolving in silico bistable and oscillatory dynamics for gene regulatory network motifs. | Yaochu Jin, Bernhard Sendhoff |
| 2008 | CEC | Toward a gene regulatory network model for evolving chemotaxis behavior. | Neale Samways, Yaochu Jin, Xin Yao, Bernhard Sendhoff |
| 2008 | CEC | Combination of EDA and DE for continuous biobjective optimization. | Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff |
| 2008 | GECCO | A cellular model for the evolutionary development of lightweight material with an inner structure. | Till Steiner, Yaochu Jin, Bernhard Sendhoff |
| 2008 | ICONIP | A Gene Regulatory Model for the Development of Primitive Nervous Systems. | Yaochu Jin, Lisa Schramm, Bernhard Sendhoff |
| 2008 | ICONIP | Evolution of Neural Organization in a Hydra-Like Animat. | Ben Jones, Yaochu Jin, Xin Yao, Bernhard Sendhoff |
| 2008 | IJCNN | Prediction of convergence dynamics of design performance using differential recurrent neural networks. | Yi Cao, Yaochu Jin, Michal Kowalczykiewicz, Bernhard Sendhoff |
| 2007 | CEC | Emergence of feedback in artificial gene regulatory networks. | Till Steiner, Lisa Schramm, Yaochu Jin, Bernhard Sendhoff |
| 2007 | CEC | Adaptivemodelling strategy for continuous multi-objective optimization. | Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff |
| 2007 | EMO | Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization. | Aimin Zhou, Yaochu Jin, Qingfu Zhang, Bernhard Sendhoff, Edward P. K. Tsang |
| 2007 | GECCO | A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation. | Dudy Lim, Yew-Soon Ong, Yaochu Jin, Bernhard Sendhoff |
| 2007 | GECCO | Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover. | Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff, Edward P. K. Tsang |
| 2007 | HIS | Pareto-based Multi-Objective Machine Learning. | Yaochu Jin |
| 2007 | ICANN | Evolutionary Multi-objective Optimization of Spiking Neural Networks. | Yaochu Jin, Ruojing Wen, Bernhard Sendhoff |
| 2006 | CEC | Trusted Evolutionary Algorithm. | Dudy Lim, Yew-Soon Ong, Yaochu Jin, Bernhard Sendhoff |
| 2006 | CEC | Combining Model-based and Genetics-based Offspring Generation for Multi-objective Optimization Using a Convergence Criterion. | Aimin Zhou, Yaochu Jin, Qingfu Zhang, Bernhard Sendhoff, Edward P. K. Tsang |
| 2006 | IJCNN | Generalization Improvement in Multi-Objective Learning. | Lars Grning, Yaochu Jin, Bernhard Sendhoff |
| 2006 | IJCNN | Alleviating Catastrophic Forgetting via Multi-Objective Learning. | Yaochu Jin, Bernhard Sendhoff |
| 2006 | PPSN | Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping. | Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff, Edward P. K. Tsang |
| 2005 | CEC | Co-evolutionary modular neural networks for automatic problem decomposition. | Vineet R. Khare, Xin Yao, Bernhard Sendhoff, Yaochu Jin, Heiko Wersing |
| 2005 | CEC | A new approach to dynamics analysis of genetic algorithms without selection. | Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff |
| 2005 | CEC | Theoretical comparisons of search dynamics of genetic algorithms and evolution strategies. | Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff |
| 2005 | CEC | A model-based evolutionary algorithm for bi-objective optimization. | Aimin Zhou, Qingfu Zhang, Yaochu Jin, Edward P. K. Tsang, Tatsuya Okabe |
| 2005 | EMO | Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations. | Yaochu Jin, Bernhard Sendhoff, Edgar Krner |
| 2005 | ESANN | Efficient evolutionary optimization using individual-based evolution control and neural networks: A comparative study. | Lars Grning, Yaochu Jin, Bernhard Sendhoff |
| 2005 | ICNC | On Evolutionary Optimization of Large Problems Using Small Populations. | Yaochu Jin, Markus Olhofer, Bernhard Sendhoff |
| 2004 | CEC | Neural network regularization and ensembling using multi-objective evolutionary algorithms. | Yaochu Jin, Tatsuya Okabe, Bernhard Sendhoff |
| 2004 | CEC | Voronoi-based estimation of distribution algorithm for multi-objective optimization. | Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff, Markus Olhofer |
| 2004 | GECCO | Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles. | Yaochu Jin, Bernhard Sendhoff |
| 2004 | PPSN | On Test Functions for Evolutionary Multi-objective Optimization. | Tatsuya Okabe, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff |
| 2003 | CEC | Connectedness, regularity and the success of local search in evolutionary multi-objective optimization. | Yaochu Jin, Bernhard Sendhoff |
| 2003 | CEC | Comparative studies on micro heat exchanger optimisation. | Tatsuya Okabe, Kwasi Foli, Markus Olhofer, Yaochu Jin, Bernhard Sendhoff |
| 2003 | CEC | A critical survey of performance indices for multi-objective optimisation. | Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff |
| 2003 | CEC | Evolutionary multi-objective optimisation with a hybrid representation. | Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff |
| 2003 | CEC | Comparing neural networks and Kriging for fitness approximation in evolutionary optimization. | Lars Willmes, Thomas Bck, Yaochu Jin, Bernhard Sendhoff |
| 2003 | EMO | Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach. | Yaochu Jin, Bernhard Sendhoff |
| 2003 | GECCO | Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis. | Yaochu Jin, Tatsuya Okabe, Bernhard Sendhoff |
| 2002 | GECCO | Incorporation Of Fuzzy Preferences Into Evolutionary Multiobjective Optimization. | Yaochu Jin, Bernhard Sendhoff |
| 2002 | GECCO | Fitness Approximation In Evolutionary Computation - a Survey. | Yaochu Jin, Bernhard Sendhoff |
| 2002 | GECCO | On The Dynamics Of Evolutionary Multi-objective Optimization. | Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff |
| 2001 | CEC | Managing approximate models in evolutionary aerodynamic design optimization. | Yaochu Jin, Markus Olhofer, Bernhard Sendhoff |
| 2001 | CEC | Adaptive encoding for aerodynamic shape optimization using evolution strategies. | Markus Olhofer, Yaochu Jin, Bernhard Sendhoff |
| 2001 | EMO | Adapting Weighted Aggregation for Multiobjective Evolution Strategies. | Yaochu Jin, Tatsuya Okabe, Bernhard Sendhoff |
| 2000 | GECCO | On Evolutionary Optimization with Approximate Fitness Functions. | Yaochu Jin, Markus Olhofer, Bernhard Sendhoff |