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
196 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
118 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
118 2014 Jacobian Adversarially Regularized Networks for Robustness A Chan, Y Tay, YS Ong, J Fu
Eighth International Conference on Learning Representations (ICLR 2020), 2019
80 2019 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
77 2020 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
75 2021 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
54 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
50 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
41 * 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
36 2019 Deep Extrapolation for Attribute-Enhanced Generation A Chan, A Madani, B Krause, N Naik
Advances in Neural Information Processing Systems (NeurIPS 2021) 35, 2021
18 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
16 2020 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
12 2021 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
7 2023 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
7 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
2 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, 2022
2022 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, FIEEEEmail verificata su ntu.edu.sg
