| 2026 | GECCO | Vibroseis Vehicle Routing Problem with Spatio-Temporal Coupled Constraints. | Kexin Zhu, Jialong Shi, Jianyong Sun, Mingen Kuang, Ye Fan |
| 2025 | AAAI | Expected Hypervolume Improvement Is a Particular Hypervolume Improvement. | Jingda Deng, Jianyong Sun, Qingfu Zhang, Hui Li |
| 2025 | CEC | Deep Reinforcement Learning Model for Robust Travel Salesman Problem via Multiobjective Optimization Framework. | Yingze Zhong, Hui Li, Zhan Shi, Jianyong Sun |
| 2025 | GECCO | Evo-SINDy: Universal Discovery of Partial Differential Equations Using Cooperative Evolutionary Computation. | Yuxin Jiang, Jianyong Sun |
| 2025 | SMC | Controllable Multimodal Landscapes: An Interpretable Surrogate Model for Combinatorial Spaces and Its Application to the k-Order Traveling Salesman Problem. | Feng Luan, Jialong Shi, Jianyong Sun |
| 2024 | CEC | A Q-learning Evolutionary Multiobjective Framework for Multiobjective Optimization with Separable and Interacting Variables. | Hui Li, Yanhui Tang, Yuxiang Shui, Jianyong Sun |
| 2024 | CEC | On the Effects of Smoothing Rugged Landscape by Different Toy Problems: A Case Study on UBQP. | Wei Wang, Jialong Shi, Jianyong Sun, Arnaud Liefooghe, Qingfu Zhang, Ye Fan |
| 2024 | GECCO | A Gradient-based Method for Differential Evolution Parameter Control by Smoothing. | Haotian Zhang, Jialong Shi, Jianyong Sun, Ali Wagdy Mohamed, Zongben Xu |
| 2023 | CEC | The Combination of MOEA/D and WOF for Solving High-Dimensional Expensive Multiobjective Optimization Problems. | Yuxiang Shui, Hui Li, Jianyong Sun, Qingfu Zhang |
| 2023 | CEC | A Modified MOEA/D Based on Guided Search Directions for Large-scale Multiobjective Optimization. | Yanhui Tang, Hui Li, Yuxiang Shui, Jianyong Sun |
| 2023 | GECCO | Improving Neighborhood Exploration Mechanism to Speed up PLS. | Yuhao Kang, Jialong Shi, Jianyong Sun, Ye Fan |
| 2023 | WCNC | A Douglas-Rachford Splitting Approach Based Deep Network for MIMO Signal Detection. | Rongchao Sun, Yiqing Zhang, Hanying Zheng, Jianhua Guo, Jianyong Sun, Jiang Xue |
| 2023 | WCNC | A Two-Stage Majorization-Minimization Based Beamforming for Downlink Massive MIMO. | Qian Xu, Jianyong Sun |
| 2022 | GECCO | Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization. | Haotian Zhang, Jialong Shi, Jianyong Sun, Zongben Xu |
| 2021 | CEC | Learning to Mutate for Differential Evolution. | Haotian Zhang, Jianyong Sun, Zongben Xu |
| 2021 | CEC | Continuous Encoding for Community Detection in Attribute Networks with Preserving Node Information. | Wei Zheng, Xin Liu, Jianyong Sun |
| 2021 | EMO | Approximating Pareto Fronts in Evolutionary Multiobjective Optimization with Large Population Size. | Hui Li, Yuxiang Shui, Jianyong Sun, Qingfu Zhang |
| 2021 | GECCO | Continuous encoding for community detection in complex networks. | Wei Zheng, Yiqing Zhang, Jianyong Sun |
| 2020 | CEC | Adaptive Structural Hyper-Parameter Configuration by Q-Learning. | Haotian Zhang, Jianyong Sun, Zongben Xu |
| 2019 | AAAI | Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization. | Aimin Zhou, Jinyuan Zhang, Jianyong Sun, Guixu Zhang |
| 2019 | CEC | Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization. | Genghui Li, Qingfu Zhang, Jianyong Sun, Zhonghua Han |
| 2019 | CEC | An Adaptive Parameter Tuning Strategy for Many-objective Evolutionary Algorithm. | Wei Zheng, Jianyong Sun, Hui Li |
| 2019 | CEC | MOEA/D with Two Types of Weight Vectors for Handling Constraints. | Qingling Zhu, Qingfu Zhang, Qiuzhen Lin, Jianyong Sun |
| 2019 | EMO | Adjustment of Weight Vectors of Penalty-Based Boundary Intersection Method in MOEA/D. | Hui Li, Jianyong Sun, Qingfu Zhang, Yuxiang Shui |
| 2019 | EMO | Multi-objective Techniques for Single-Objective Local Search: A Case Study on Traveling Salesman Problem. | Jialong Shi, Jianyong Sun, Qingfu Zhang |
| 2018 | GECCO | Parallel pareto local search revisited: first experimental results on bi-objective UBQP. | Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun |
| 2018 | GECCO | Balancing exploration and exploitation in multiobjective evolutionary optimization. | Jianyong Sun, Hu Zhang, Qingfu Zhang, Huanhuan Chen |
| 2018 | ICIP | Image Reconstruction with Smoothed Mixtures of Regressions. | Colas Schretter, Jianyong Sun, Peter Schelkens |
| 2017 | CEC | A new learning based dynamic multi-objective optimisation evolutionary algorithm. | Xiaogang Fu, Jianyong Sun |
| 2014 | IJCNN | Unsupervised robust Bayesian feature selection. | Jianyong Sun, Aimin Zhou |
| 2011 | ICNC | Robust Dirichlet Process mixtures. | Jianyong Sun, Jonathan M. Garibaldi |
| 2010 | CEC | A novel memetic algorithm for constrained optimization. | Jianyong Sun, Jonathan M. Garibaldi |
| 2010 | IJCNN | Robust mixture modeling using the Pearson type VII distribution. | Jianyong Sun, Ata Kabn, Jonathan M. Garibaldi |
| 2009 | ICNC | An Evolutionary Approach for Survivable Network under SRLG Constraints. | Yueheng Sun, Jianyong Sun, Qingfu Zhang |
| 2007 | ICML | Robust mixtures in the presence of measurement errors. | Jianyong Sun, Ata Kabn, Somak Raychaudhury |
| 2006 | CEC | Iterated Local Search with Guided Mutation. | Qingfu Zhang, Jianyong Sun |
| 2006 | DIS | On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets. | Ata Kabn, Jianyong Sun, Somak Raychaudhury, Louisa Nolan |
| 2005 | ICMLC | Adaptive Online Multi-stroke Sketch Recognition Based on Hidden Markov Model. | Zhengxing Sun, Wei Jiang, Jianyong Sun |
| 2002 | PG | On-Line Graphics Recognition. | Xiangyu Jin, Liu Wenyin, Jianyong Sun, Zhengxing Sun |