| 2025 | ISNN | Hyperspectral Endmember Material Identification Using Spectral Library Matching. | Nian Zhang, Fred Rischmiller, Wagdy H. Mahmoud |
| 2024 | IJCNN | A COVID-19 CXR Image Recognition Method Based on Deep Transfer Learning. | Justin An, Nian Zhang, Wagdy H. Mahmoud, Max Denis |
| 2024 | IJCNN | LMGAN: A Progressive End-to-End Chinese Landscape Painting Generation Model. | Yingqian Zhang, Shaomin Xie, Xiangrong Liu, Nian Zhang |
| 2024 | ISNN | Transfer Learning-Based Deep Learning Model for Corn Leaf Disease Classification. | Justin An, Nian Zhang, Wagdy H. Mahmoud |
| 2022 | ICDM | A Hybrid ConvLSTM Deep Neural Network for Noise Reduction and Data Augmentation for Prediction of Non-linear Dynamics of Streamflow. | Juan F. Ramirez Rochac, Nian Zhang, Tolessa Deksissa, Jiajun Xu, Lara A. Thompson |
| 2021 | ISCAS | A 0.9-V 22.7-ppm/°C Sub-Bandgap Voltage Reference with Single BJT and Two Resistors. | Lidan Wang, Chenchang Zhan, Jie Lin, Shuangxing Zhao, Nian Zhang |
| 2021 | ISCAS | Analysis of Multi-Phase Trans-Inductor Voltage Regulator with Fast Transient Response for Large Load Current Applications. | Nian Zhang, Chenchang Zhan, Guanghua Ye, Chuqi Chen, Xuening Li, Jun Yi |
| 2020 | ISNN | Robust Graph Regularized Non-negative Matrix Factorization for Image Clustering. | Xiangguang Dai, Keke Zhang, Juntang Li, Jiang Xiong, Nian Zhang |
| 2020 | ISNN | Development of a Drought Prediction System Based on Long Short-Term Memory Networks (LSTM). | Nian Zhang, Xiangguang Dai, Md Amimul Ehsan, Tolessa Deksissa |
| 2020 | ISNN | An Efficient Method of Advertising on Online Social Networks. | Xitao Zou, Huan Liu, Xiangguang Dai, Jiang Xiong, Nian Zhang |
| 2018 | CoDIT | Supervised Feature Selection Method for High-Dimensional Data Classification in Photo-Thermal Infrared Imaging with Limited Training Data. | Nian Zhang, Keenan Leatham |
| 2018 | ICONIP | Neurodynamics-Based Nonnegative Matrix Factorization for Classification. | Nian Zhang, Keenan Leatham |
| 2017 | ISNN | An Enhanced K-Nearest Neighbor Classification Method Based on Maximal Coherence and Validity Ratings. | Nian Zhang, Jiang Xiong, Jing Zhong, Lara A. Thompson, Hong Ying |
| 2017 | SMC | A between-class overlapping coherence-based algorithm in KNN classification. | Nian Zhang, Welezane Karimoune, Lara A. Thompson, Hongmei Dang |
| 2012 | CISS | Image hashing via hough transform. | Shuhua Lai, Nian Zhang |
| 2011 | IJCNN | Water quantity prediction based on particle swarm optimization and evolutionary algorithm using recurrent neural networks. | Nian Zhang, Shuhua Lai |
| 2011 | ISNN | Urban Stormwater Runoff Prediction Using Recurrent Neural Networks. | Nian Zhang |
| 2011 | ISNN | Prediction of Urban Stormwater Runoff in Chesapeake Bay Using Neural Networks. | Nian Zhang |
| 2008 | CEC | Real time implementation of Particle Swarm Optimiation based model parameter identification and an application example. | Li Liu, Wenxin Liu, David A. Cartes, Nian Zhang |
| 2006 | ISNN | Application of Collective Robotic Search Using Neural Network Based Dual Heuristic Programming (DHP). | Nian Zhang, Donald C. Wunsch II |
| 2004 | IJCNN | Time series prediction with recurrent neural networks using a hybrid PSO-EA algorithm. | Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy, Donald C. Wunsch II |
| 2003 | IJCNN | A comparison of dual heuristic programming (DHP) and neural network based stochastic optimization approach on collective robotic search problem. | Nian Zhang, Donald C. Wunsch II |