| Attention multihop graph and multiscale convolutional fusion network for hyperspectral image classification H Zhou, F Luo, H Zhuang, Z Weng, X Gong, Z Lin IEEE Transactions on Geoscience and Remote Sensing 61, 1-14, 2023 | 83 | 2023 |
| Gkeal: Gaussian kernel embedded analytic learning for few-shot class incremental task H Zhuang, Z Weng, R He, Z Lin, Z Zeng Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 37 | 2023 |
| Fully decoupled neural network learning using delayed gradients H Zhuang, Y Wang, Q Liu, Z Lin IEEE transactions on neural networks and learning systems 33 (10), 6013-6020, 2021 | 34 | 2021 |
| ACIL: Analytic class-incremental learning with absolute memorization and privacy protection H Zhuang, Z Weng, H Wei, R Xie, KA Toh, Z Lin Advances in Neural Information Processing Systems 35, 11602-11614, 2022 | 27 | 2022 |
| Blockwise Recursive Moore-Penrose Inverse for Network Learning H Zhuang, Z Lin, KA Toh IEEE Transactions on Systems, Man, and Cybernetics: Systems, 1 - 14, 2021 | 22 | 2021 |
| Mitigating memorization of noisy labels by clipping the model prediction H Wei, H Zhuang, R Xie, L Feng, G Niu, B An, Y Li International Conference on Machine Learning, 36868-36886, 2023 | 20 | 2023 |
| Traffic anomaly detection in intelligent transport applications with time series data using informer X Peng, Y Lin, Q Cao, Y Cen, H Zhuang, Z Lin 2022 IEEE 25th International Conference on Intelligent Transportation …, 2022 | 14 | 2022 |
| Acceptance of online mapping technology among older adults: technology acceptance model with facilitating condition, compatibility, and self-satisfaction SS Man, Y Guo, AHS Chan, H Zhuang ISPRS International Journal of Geo-Information 11 (11), 558, 2022 | 11 | 2022 |
| DS-AL: A dual-stream analytic learning for exemplar-free class-incremental learning H Zhuang, R He, K Tong, Z Zeng, C Chen, Z Lin Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 17237 …, 2024 | 10 | 2024 |
| Correlation projection for analytic learning of a classification network H Zhuang, Z Lin, KA Toh Neural Processing Letters 53, 3893-3914, 2021 | 10 | 2021 |
| Accumulated decoupled learning with gradient staleness mitigation for convolutional neural networks H Zhuang, Z Weng, F Luo, T Kar-Ann, H Li, Z Lin International Conference on Machine Learning, 12935-12944, 2021 | 9 | 2021 |
| Robust real-time face tracking for people wearing face masks X Peng, H Zhuang, GB Huang, H Li, Z Lin 2020 16th International Conference on Control, Automation, Robotics and …, 2020 | 9 | 2020 |
| Logit clipping for robust learning against label noise H Wei, H Zhuang, R Xie, L Feng, G Niu, B An, Y Li | 8 | 2022 |
| Eraser: Jailbreaking defense in large language models via unlearning harmful knowledge W Lu, Z Zeng, J Wang, Z Lu, Z Chen, H Zhuang, C Chen arXiv preprint arXiv:2404.05880, 2024 | 7 | 2024 |
| Training a multilayer network with low-memory kernel-and-range projection H Zhuang, Z Lin, KA Toh Journal of the Franklin Institute 357 (1), 522-550, 2020 | 7 | 2020 |
| Multicomponent signal decomposition using morphological operations H Zhuang, BS Oh, D Lin, KA Toh, Z Lin 2018 IEEE 23rd International Conference on Digital Signal Processing (DSP), 1-5, 2018 | 7 | 2018 |
| Machine Learning Techniques and Systems for Mask-Face Detection—Survey and a New OOD-Mask Approach Y Hu, Y Xu, H Zhuang, Z Weng, Z Lin Applied Sciences 12 (18), 9171, 2022 | 5 | 2022 |
| Joint estimation of state and parameter with maximum likelihood method H Zhuang, J Lu, J Li 2017 36th Chinese Control Conference (CCC), 5276-5281, 2017 | 5 | 2017 |
| Training multilayer neural networks analytically using kernel projection H Zhuang, Z Lin, KA Toh 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 4 | 2021 |
| Augmented EMD for complex‐valued univariate signals BS Oh, H Zhuang, KA Toh, Z Lin IET Signal Processing 13 (4), 424-433, 2019 | 4 | 2019 |
Zhiping LinNanyang Technological UniversityVerified email at ntu.edu.sg
