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2020 – today
- 2023
[j5]Zhenghua Chen
, Min Wu, Alvin Chan, Xiaoli Li, Yew-Soon Ong:
Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges [Review Article]. IEEE Comput. Intell. Mag. 18(2): 60-77 (2023)- 2022
- [j4]Alvin Chan, Lei Ma, Felix Juefei-Xu, Yew-Soon Ong, Xiaofei Xie, Minhui Xue, Yang Liu:
Breaking Neural Reasoning Architectures With Metamorphic Relation-Based Adversarial Examples. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6976-6982 (2022) - [c13]Alvin Chan, Yew Soon Ong, Clement Tan:
How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? IJCAI 2022: 659-665 - [c12]Nguyen Hong Ngoc, Alvin Chan, Huynh Thi Thanh Binh, Yew Soon Ong:
Anti-Forensic Deepfake Personas and How To Spot Them. IJCNN 2022: 1-8 - [c11]Alvin Chan, Jeannie Su Ann Lee, Renjie Chen:
Message from the ISMAR 2022 Demos Chairs. ISMAR Adjunct 2022: xix - [i15]Zhenghua Chen, Min Wu, Alvin Chan, Xiaoli Li, Yew-Soon Ong:
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges. CoRR abs/2205.03824 (2022) - [i14]Alvin Chan, Yew-Soon Ong, Clement Tan:
How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? CoRR abs/2205.04533 (2022) - [i13]Jessica Y. Bo, Hen-Wei Huang, Alvin Chan, Giovanni Traverso:
Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks. CoRR abs/2211.07889 (2022) - 2021
- [b1]Alvin Chan:
Defences and threats in safe deep learning. Nanyang Technological University, Singapore, 2021 - [j3]Alvin Chan, Martin D. Levine, Mehrsan Javan:
Player Identification in Hockey Broadcast Videos. Expert Syst. Appl. 165: 113891 (2021) - [c10]Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee:
On Orthogonality Constraints for Transformers. ACL/IJCNLP (2) 2021: 375-382 - [c9]Alvin Chan, Anna Korsakova, Yew-Soon Ong, Fernaldo Richtia Winnerdy, Kah Wai Lim, Anh Tuan Phan:
RNA alternative splicing prediction with discrete compositional energy network. CHIL 2021: 193-203 - [c8]Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu:
CoCon: A Self-Supervised Approach for Controlled Text Generation. ICLR 2021 - [c7]Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu:
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. ICLR 2021 - [c6]Aston Zhang, Yi Tay, Yikang Shen, Alvin Chan, Shuai Zhang:
Self-Instantiated Recurrent Units with Dynamic Soft Recursion. NeurIPS 2021: 6503-6514 - [c5]Alvin Chan, Ali Madani, Ben Krause, Nikhil Naik:
Deep Extrapolation for Attribute-Enhanced Generation. NeurIPS 2021: 14084-14096 - [i12]Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu:
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. CoRR abs/2102.08597 (2021) - [i11]Alvin Chan, Anna Korsakova, Yew-Soon Ong, Fernaldo Richtia Winnerdy, Kah Wai Lim, Anh Tuan Phan:
RNA Alternative Splicing Prediction with Discrete Compositional Energy Network. CoRR abs/2103.04246 (2021) - [i10]Alvin Chan, Ali Madani, Ben Krause, Nikhil Naik:
Deep Extrapolation for Attribute-Enhanced Generation. CoRR abs/2107.02968 (2021) - [i9]Bill Tuck Weng Pung, Alvin Chan:
FastTrees: Parallel Latent Tree-Induction for Faster Sequence Encoding. CoRR abs/2111.14031 (2021) - [i8]Bill Tuck Weng Pung, Alvin Chan:
ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical Reasoning. CoRR abs/2111.14034 (2021) - 2020
- [c4]Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy F. Chen, Anh Tuan Luu, Chris Pal:
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences. ACL 2020: 5369-5373 - [c3]Alvin Chan, Yi Tay, Yew-Soon Ong:
What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients. CVPR 2020: 329-338 - [c2]Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang:
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. EMNLP (Findings) 2020: 4175-4189 - [c1]Alvin Chan, Yi Tay, Yew-Soon Ong, Jie Fu:
Jacobian Adversarially Regularized Networks for Robustness. ICLR 2020 - [i7]Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu:
CoCon: A Self-Supervised Approach for Controlled Text Generation. CoRR abs/2006.03535 (2020) - [i6]Alvin Chan, Martin D. Levine, Mehrsan Javan:
Player Identification in Hockey Broadcast Videos. CoRR abs/2009.02429 (2020) - [i5]Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang:
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. CoRR abs/2010.02684 (2020)
2010 – 2019
- 2019
- [i4]Alvin Chan, Yew-Soon Ong:
Poison as a Cure: Detecting & Neutralizing Variable-Sized Backdoor Attacks in Deep Neural Networks. CoRR abs/1911.08040 (2019) - [i3]Alvin Chan, Yi Tay, Yew-Soon Ong:
What it Thinks is Important is Important: Robustness Transfers through Input Gradients. CoRR abs/1912.05699 (2019) - [i2]Alvin Chan, Yi Tay, Yew-Soon Ong, Jie Fu:
Jacobian Adversarially Regularized Networks for Robustness. CoRR abs/1912.10185 (2019) - 2018
- [i1]Alvin Chan, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Yang Liu, Yew-Soon Ong:
Metamorphic Relation Based Adversarial Attacks on Differentiable Neural Computer. CoRR abs/1809.02444 (2018) - 2015
- [j2]Raj Sekar Sethu, Hong Seng Ng, Alvin Chan, Cheng Nee Ong, Sieng Fong Chan:
Characterization of copper precipitates on aluminum copper bond pads formed after plasma clean and de-ionized water exposure. Microelectron. Reliab. 55(7): 1101-1108 (2015) - [j1]Xuan Liu, Bin Xiao, Shigeng Zhang, Kai Bu, Alvin Chan:
STEP: A Time-Efficient Tag Searching Protocol in Large RFID Systems. IEEE Trans. Computers 64(11): 3265-3277 (2015)
Coauthor Index
aka: Yew Soon Ong
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