| 2023 | DICTA | Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles. | Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly |
| 2023 | ICDM | MEG: Masked Ensemble Tabular Data Generator. | Yishuo Zhang, Nayyar Abbas Zaidi, Gang Li, Wray L. Buntine |
| 2023 | PAKDD | Leveraging Generative Models for Combating Adversarial Attacks on Tabular Datasets. | Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Paul Montague, Junae Kim, Gang Li |
| 2022 | HPCC | Novel-domain Object Segmentation via Reliability-aware Teacher Ensemble. | Jing Miao, Wei Luo, Nayyar Abbas Zaidi, Jinlong Wang |
| 2022 | PAKDD | Discretization Inspired Defence Algorithm Against Adversarial Attacks on Tabular Data. | Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Gang Li |
| 2022 | SDM | GANBLR++: Incorporating Capacity to Generate Numeric Attributes and Leveraging Unrestricted Bayesian Networks. | Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li |
| 2021 | ICDM | GANBLR: A Tabular Data Generation Model. | Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li |
| 2021 | IJCNN | Robust Neural Regression via Uncertainty Learning. | Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly |
| 2021 | PAKDD | Neighbours and Kinsmen: Hateful Users Detection with Graph Neural Network. | Shu Li, Nayyar Abbas Zaidi, Qingyun Liu, Gang Li |
| 2018 | SDM | Efficient and Effective Accelerated Hierarchical Higher-Order Logistic Regression for Large Data Quantities. | Nayyar Abbas Zaidi, Franois Petitjean, Geoffrey I. Webb |
| 2017 | SDM | A Fast Trust-Region Newton Method for Softmax Logistic Regression. | Nayyar Abbas Zaidi, Geoffrey I. Webb |
| 2016 | PAKDD | Preconditioning an Artificial Neural Network Using Naive Bayes. | Nayyar Abbas Zaidi, Franois Petitjean, Geoffrey I. Webb |
| 2014 | ICDM | Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic Regression. | Nayyar Abbas Zaidi, Mark James Carman, Jess Cerquides, Geoffrey I. Webb |
| 2013 | PAKDD | Fast and Effective Single Pass Bayesian Learning. | Nayyar Abbas Zaidi, Geoffrey I. Webb |
| 2010 | DICTA | Local Adaptive SVM for Object Recognition. | Nayyar Abbas Zaidi, David McG. Squire |
| 2010 | PAKDD | BoostML: An Adaptive Metric Learning for Nearest Neighbor Classification. | Nayyar Abbas Zaidi, David McG. Squire, David Suter |
| 2008 | DICTA | Object Detection Using a Cascade of Classifiers. | Nayyar Abbas Zaidi, David Suter |
| 2008 | ICPR | Confidence rated boosting algorithm for generic object detection. | Nayyar Abbas Zaidi, David Suter |