| 2026 | AAAI | Decoupling Shared and Personalized Knowledge: A Dual-Branch Federated Learning Framework for Multi-Domain with Non-IID Data. | Yiran Pang, Zhen Ni, Xiangnan Zhong |
| 2025 | ICMLA | A New Federated Learning Approach for Imbalanced Medical Image Datasets. | Aniruddha Tiwari, Zhen Ni, Xiangnan Zhong, Ahmed Imteaj |
| 2023 | IJCNN | An Improved Trust-Region Method for Off-Policy Deep Reinforcement Learning. | Hepeng Li, Xiangnan Zhong, Haibo He |
| 2022 | IJCNN | Multi-Virtual-Agent Reinforcement Learning for a Stochastic Predator-Prey Grid Environment. | Yanbin Lin, Zhen Ni, Xiangnan Zhong |
| 2021 | IJCNN | A Reinforcement Learning-Based Control Approach for Unknown Nonlinear Systems with Persistent Adversarial Inputs. | Xiangnan Zhong, Haibo He |
| 2020 | IJCNN | Event-triggered Multi-agent Optimal Regulation Using Adaptive Dynamic Programming. | Xiangnan Zhong, Haibo He |
| 2018 | IJCNN | Data-Driven Reinforcement Learning Design for Multi-agent Systems with Unknown Disturbances. | Xiangnan Zhong, Zhen Ni |
| 2017 | IJCNN | Towards enabling deep learning techniques for adaptive dynamic programming. | Zhen Ni, Naresh Malla, Xiangnan Zhong |
| 2016 | IJCNN | Comparative studies of power grid security with network connectivity and power flow information using unsupervised learning. | Shiva Poudel, Zhen Ni, Xiangnan Zhong, Haibo He |
| 2016 | IJCNN | Convergence analysis of GrDHP-based optimal control for discrete-time nonlinear system. | Xiangnan Zhong, Zhen Ni, Haibo He |
| 2015 | IJCNN | Predictive event-triggered control based on heuristic dynamic programming for nonlinear continuous-time systems. | Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He |
| 2015 | IJCNN | A boundedness theoretical analysis for GrADP design: A case study on maze navigation. | Zhen Ni, Xiangnan Zhong, Haibo He |
| 2015 | IJCNN | Event-triggered adaptive dynamic programming for continuous-time nonlinear system using measured input-output data. | Xiangnan Zhong, Zhen Ni, Haibo He |
| 2014 | IJCNN | Event-triggered reinforcement learning approach for unknown nonlinear continuous-time system. | Xiangnan Zhong, Zhen Ni, Haibo He, Xin Xu, Dongbin Zhao |
| 2013 | IJCNN | Robust controller design of continuous-time nonlinear system using neural network. | Xiangnan Zhong, Haibo He, Danil V. Prokhorov |