Ultrashort peptide nanofibrous hydrogels for the acceleration of healing of burn wounds Y Loo, YC Wong, EZ Cai, CH Ang, A Raju, A Lakshmanan, GWA Chan, ...
Biomaterials 35 (17), 4805-4814, 2014
217 2014 Deep learning for fabrication and maturation of 3D bioprinted tissues and organs WL Ng*, A Chan*, YS Ong, CK Chua
Virtual and Physical Prototyping, 1-19, 2020
151 2020 Enhancement of the sensitivity of magneto-optical fiber sensor by magnifying the birefringence of magnetic fluid film with Loyt-Sagnac interferometer P Zu, CC Chan, GWA Chan, WS Lew, Y Jin, HF Liew, WC Wong, X Dong
Sensors and Actuators B: Chemical 191, 19-23, 2014
122 2014 Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with A Zhang, Y Tay, S Zhang, A Chan, AT Luu, SC Hui, J Fu
Ninth International Conference on Learning Representations (ICLR 2021), 2021
101 2021 CoCon: A Self-Supervised Approach for Controlled Text Generation A Chan, YS Ong, B Pung, A Zhang, J Fu
Ninth International Conference on Learning Representations (ICLR 2021), 2020
94 2020 Jacobian Adversarially Regularized Networks for Robustness A Chan, Y Tay, YS Ong, J Fu
Eighth International Conference on Learning Representations (ICLR 2020), 2019
90 2019 Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder A Chan, Y Tay, YS Ong, A Zhang
Findings of The 2020 Conference on Empirical Methods in Natural Language …, 2020
60 2020 What it Thinks is Important is Important: Robustness Transfers through Input Gradients A Chan, Y Tay, YS Ong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), 2019
55 2019 Breaking neural reasoning architectures with metamorphic relation-based adversarial examples A Chan, L Ma, F Juefei-Xu, YS Ong, X Xie, M Xue, Y Liu
IEEE Transactions on Neural Networks and Learning Systems 33 (11), 6976-6982, 2021
43 * 2021 Poison as a cure: Detecting & neutralizing variable-sized backdoor attacks in deep neural networks A Chan, YS Ong
arXiv preprint arXiv:1911.08040, 2019
42 2019 Survey on AI sustainability: emerging trends on learning algorithms and research challenges Z Chen, M Wu, A Chan, X Li, YS Ong
IEEE Computational Intelligence Magazine 18 (2), 60-77, 2023
36 2023 Deep Extrapolation for Attribute-Enhanced Generation A Chan, A Madani, B Krause, N Naik
Advances in Neural Information Processing Systems (NeurIPS 2021) 35, 2021
29 2021 On orthogonality constraints for transformers A Zhang, A Chan, Y Tay, J Fu, S Wang, S Zhang, H Shao, S Yao, ...
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
25 2021 Would you rather? a new benchmark for learning machine alignment with cultural values and social preferences Y Tay, D Ong, J Fu, A Chan, N Chen, AT Luu, C Pal
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
20 2020 How does frequency bias affect the robustness of neural image classifiers against common corruption and adversarial perturbations? A Chan, YS Ong, C Tan
Proceedings of the Thirty-First International Joint Conference on Artificial …, 2022
9 2022 Pretraining ecg data with adversarial masking improves model generalizability for data-scarce tasks JY Bo, HW Huang, A Chan, G Traverso
arXiv preprint arXiv:2211.07889, 2022
6 2022 RNA alternative splicing prediction with discrete compositional energy network A Chan, A Korsakova, YS Ong, FR Winnerdy, KW Lim, AT Phan
Proceedings of the Conference on Health, Inference, and Learning, 193-203, 2021
2 2021 Adversarial Masking for Pretraining ECG Data Improves Downstream Model Generalizability J Bo, HW Huang, A Chan, G Traverso
NeurIPS 2022 Workshop on Learning from Time Series for Health, 0
1 Methods and system for deep learning model generation of samples with enhanced attributes A Madani, AGW Chan
US Patent App. 17/353,691, 2022
2022 Defences and threats in safe deep learning AGW Chan
Nanyang Technological University, 2021
2021 
Yew-Soon OngPresident Chair Professor of Computer Science, A*Star AI Chief Scientist, FIEEEDirección de correo verificada de ntu.edu.sg