| 2019 | AAAI | Manifold Distance-Based Over-Sampling Technique for Class Imbalance Learning. | Lingkai Yang, Yi-Nan Guo, Jian Cheng |
| 2019 | CEC | Dynamic Multimodal Optimization: A Preliminary Study. | Shi Cheng, Hui Lu, Yi-Nan Guo, Xiujuan Lei, Jing Liang, Junfeng Chen, Yuhui Shi |
| 2019 | CEC | A Preference-based Method of Updating the Surrogate Model by Broad Learning and Its Application. | Chang Zhou, Dunwei Gong, Yi-Nan Guo, Wenyin Gong |
| 2016 | CEC | Knowledge-inducing MOEA/D for interval multi-objective optimization problems. | Yi-Nan Guo, Jian Cheng, Zhen Yang, Chun Wang |
| 2015 | CEC | The interval sensor node's model in wireless sensor network under uncertain environments. | Yi-Nan Guo, Haiyuan Liu, Zhen Yang, Jian Cheng |
| 2014 | CEC | Find robust solutions over time by two-layer multi-objective optimization method. | Yi-Nan Guo, Meirong Chen, Haobo Fu, Yun Liu |
| 2013 | CEC | Harmonious color optimization design based on adaptive interactive cultural algorithm. | Yi-Nan Guo, Yun Liu, Jian Cheng |
| 2013 | IDEAL | Kernel Based Manifold Learning for Complex Industry Fault Detection. | Jian Cheng, Yi-Nan Guo |
| 2013 | IDEAL | Multi-objective Quantum Cultural Algorithm and Its Application in the Wireless Sensor Networks' Energy-Efficient Coverage Optimization. | Yi-Nan Guo, Meirong Chen, Chun Wang |
| 2013 | ISNN | An Energy-Efficient Coverage Optimization Method for the Wireless Sensor Networks Based on Multi-objective Quantum-Inspired Cultural Algorithm. | Yi-Nan Guo, Dandan Liu, Meirong Chen, Yun Liu |
| 2012 | ICONIP | Supervised Isomap Based on Pairwise Constraints. | Jian Cheng, Can Cheng, Yi-Nan Guo |
| 2011 | ICNC | Patterns classification of nonlinear multi-dimensional time series based on manifold learning. | Jian Cheng, Changshui Zhang, Yi-Nan Guo |
| 2011 | ICNC | Multi-population cooperative particle swarm cultural algorithms. | Yi-Nan Guo, Dandan Liu |
| 2010 | ICNC | Interactive genetic algorithms based on frequentpattern mining. | Yi-Nan Guo, Yong Lin, Shu-Guo Zhang |
| 2009 | GECCO | Cooperative interactive cultural algorithms adopting knowledge migration. | Yi-Nan Guo, Jian Cheng, Yong Lin |
| 2009 | GECCO | Path planning method for robots in complex ground environment based on cultural algorithm. | Yi-Nan Guo, Mei Yang, Jian Cheng |
| 2009 | ICNC | Knowledge Migration Based Multi-population Cultural Algorithm. | Yi-Nan Guo, Yuan-yuan Cao, Yong Lin, Hui Wang |
| 2009 | ISNN | Gas Concentration Forecasting Based on Support Vector Regression in Correlation Space via KPCA. | Jian Cheng, Jian-Sheng Qian, Guang-dong Niu, Yi-Nan Guo |
| 2008 | ICNC | Optimal Design of Passive Power Filters Based on Knowledge-Based Chaotic Evolutionary Algorithm. | Yi-Nan Guo, Juan Zhou, Jian Cheng, Xingdong Jiang |
| 2007 | HCI | Adaptive Evaluation Strategy Based on Surrogate Model. | Yi-Nan Guo, Dun-Wei Gong, Hui Wang |
| 2006 | ICNC | Knowledge-Inducing Interactive Genetic Algorithms Based on Multi-agent. | Yi-Nan Guo, Jian Cheng, Dun-Wei Gong, Ding-quan Yang |
| 2006 | ICNC | A Novel Multiple Support Vector Machines Architecture for Chaotic Time Series Prediction. | Jian-Sheng Qian, Jian Cheng, Yi-Nan Guo |
| 2006 | ICONIP | A Distributed Support Vector Machines Architecture for Chaotic Time Series Prediction. | Jian Cheng, Jian-Sheng Qian, Yi-Nan Guo |
| 2006 | ISNN | A Novel Multiple Neural Networks Modeling Method Based on FCM. | Jian Cheng, Yi-Nan Guo, Jian-Sheng Qian |