| Characterizing adversarial subspaces using local intrinsic dimensionality X Ma, B Li, Y Wang, SM Erfani, S Wijewickrema, ME Houle, ... International Conference on Learning Representations (ICLR), 2018 | 200 | 2018 |
| Dimensionality-Driven Learning with Noisy Labels X Ma, Y Wang, ME Houle, S Zhou, SM Erfani, ST Xia, S Wijewickrema, ... International Conference on Machine Learning (ICML) 80, 2018 | 102 | 2018 |
| Iterative Learning with Open-set Noisy Labels Y Wang, W Liu, X Ma, J Bailey, H Zha, L Song, ST Xia IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 | 88 | 2018 |
| On the Convergence and Robustness of Adversarial Training Y Wang, X Ma, J Bailey, J Yi, B Zhou, Q Gu International Conference on Machine Learning (ICML) 97, 2019 | 35 | 2019 |
| Symmetric Cross Entropy for Robust Learning with Noisy Labels Y Wang, X Ma, Z Chen, Y Luo, J Yi, J Bailey International Conference on Computer Vision (ICCV), 2019 | 32 | 2019 |
| Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems X Ma, Y Niu, L Gu, Y Wang, Y Zhao, J Bailey, F Lu Pattern Recognition, 107332, 2020 | 17 | 2020 |
| Black-box Adversarial Attacks on Video Recognition Models L Jiang, X Ma, S Chen, J Bailey, YG Jiang ACM International Conference on Multimedia (ACMMM), 2019 | 17 | 2019 |
| Improving adversarial robustness requires revisiting misclassified examples Y Wang, D Zou, J Yi, J Bailey, X Ma, Q Gu International Conference on Learning Representations (ICLR), 2020 | 14 | 2020 |
| Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets D Wu, Y Wang, ST Xia, J Bailey, X Ma International Conference on Learning Representations (ICLR), 2020 | 11 | 2020 |
| Design and Evaluation of a Virtual Reality Simulation Module for Training Advanced Temporal Bone Surgery S Wijewickrema, B Copson, Y Zhou, X Ma, R Briggs, J Bailey, G Kennedy, ... IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2017 | 10 | 2017 |
| Finding Influentials in Twitter: A Temporal Influence Ranking Model X Ma, C Li, J Bailey, S Wijewickrema Australasian Data Mining Conference (AusDM), 2017 | 9 | 2017 |
| Towards Fair and Privacy-Preserving Federated Deep Models L Lyu, J Yu, K Nandakumar, Y Li, X Ma, J Jin, H Yu, K Siong Ng IEEE Transactions on Parallel and Distributed Systems, 2020 | 7* | 2020 |
| Providing Automated Real-Time Technical Feedback for Virtual Reality Based Surgical Training: Is the Simpler the Better? S Wijewickrema, X Ma, P Piromchai, R Briggs, J Bailey, G Kennedy, ... International Conference on Artificial Intelligence in Education (AIED), 2018 | 7 | 2018 |
| Unbiased multivariate correlation analysis Y Wang, S Romano, V Nguyen, J Bailey, X Ma, ST Xia AAAI Conference on Artificial Intelligence (AAAI), 2017 | 6 | 2017 |
| Adversarial generation of real-time feedback with neural networks for simulation-based training X Ma, S Wijewickrema, S Zhou, Y Zhou, Z Mhammedi, S O'Leary, J Bailey International Joint Conference on Artificial Intelligence (IJCAI), 2017 | 6 | 2017 |
| Clean-Label Backdoor Attacks on Video Recognition Models S Zhao, X Ma, X Zheng, J Bailey, J Chen, YG Jiang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020 | 5 | 2020 |
| Development and Validation of a Virtual Reality Tutor to Teach Clinically Oriented Surgical Anatomy of the Ear S Wijewickrema, B Copson, X Ma, R Briggs, J Bailey, G Kennedy, ... IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2018 | 5 | 2018 |
| Simulation for Training Cochlear Implant Electrode Insertion X Ma, S Wijewickrema, Y Zhou, B Copson, J Bailey, G Kennedy, ... IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2017 | 5 | 2017 |
| Providing effective real-time feedback in simulation-based surgical training X Ma, S Wijewickrema, Y Zhou, S Zhou, S O’Leary, J Bailey International Conference on Medical Image Computing and Computer Assisted …, 2017 | 5 | 2017 |
| Learning Deep Hidden Nonlinear Dynamics from Aggregate Data Y Wang, B Dai, L Kong, X Ma, SM Erfani, J Bailey, ST Xia, L Song, H Zha Uncertainty in Artificial Intelligence (UAI), 2018 | 4 | 2018 |
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
