| 2026 | ISKE | Dual-Agent Multiple-Model Reinforcement Learning for Event-Triggered Human-Robot Co-adaptation in Decoupled Task Spaces. | Yaqi Li, Zhengqi Han, Huifang Liu, Steven W. Su |
| 2024 | ICMLA | Enhancing EEG Motor Imagery Time Point Signal Classification through Reinforcement Learning and Graph Neural Networks. | Htoo Wai Aung, Jiao Jiao Li, Yang An, Steven W. Su |
| 2021 | ICML | iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients. | Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, M. Ehsan Abbasnejad, Reza Haffari |
| 2020 | CVPR | Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization. | Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Steven W. Su |
| 2020 | IJCAI | One-Shot Neural Architecture Search via Novelty Driven Sampling. | Miao Zhang, Huiqi Li, Shirui Pan, Taoping Liu, Steven W. Su |
| 2019 | IJCAI | High Dimensional Bayesian Optimization via Supervised Dimension Reduction. | Miao Zhang, Huiqi Li, Steven W. Su |
| 2016 | ICARCV | Microgrid protection and control through reliable smart grid communication systems. | Md. Masud Rana, Li Li, Steven W. Su |
| 2016 | ICARCV | Distributed dynamic state estimation considering renewable generation and packet losses. | Md. Masud Rana, Li Li, Steven W. Su |
| 2015 | INDIN | Robust state-of-charge estimation of ultracapacitors for electric vehicles. | Lei Zhang, Steven W. Su, Xiaosong Hu, David George Dorrell |
| 2014 | CEC | An algorithm for scalable clustering: Ensemble Rapid Centroid Estimation. | Mitchell Yuwono, Steven W. Su, Bruce Moulton, Ying Guo, Hung T. Nguyen |
| 2012 | CEC | Method for increasing the computation speed of an unsupervised learning approach for data clustering. | Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen |
| 2012 | CEC | Fast unsupervised learning method for rapid estimation of cluster centroids. | Mitchell Yuwono, Steven W. Su, Bruce Moulton, Hung T. Nguyen |
| 2008 | ICARCV | Integral controller design for nonlinear systems using inverse optimal control. | Steven W. Su, Hung T. Nguyen, Quang Phuc Ha |