Alvin Chan

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 31

Top Topics

Alternative Splicing

Text Generation

Emerging Trends

Silicon Nitride

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

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) (2023)
Jessica Y. Bo, Hen-Wei Huang, Alvin Chan, Giovanni Traverso
Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks. CoRR (2022)
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) (2022)
Nguyen Hong Ngoc, Alvin Chan, Huynh Thi Thanh Binh, Yew Soon Ong
Anti-Forensic Deepfake Personas and How To Spot Them. IJCNN (2022)
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)
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 (2022)
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 (2022)
Alvin Chan, Jeannie S. A. Lee, Renjie Chen
Message from the ISMAR 2022 Demos Chairs. ISMAR Adjunct (2022)
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 (2021)
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 (2021)
Alvin Chan, Ali Madani, Ben Krause, Nikhil Naik
Deep Extrapolation for Attribute-Enhanced Generation. NeurIPS (2021)
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)
Bill Tuck Weng Pung, Alvin Chan
FastTrees: Parallel Latent Tree-Induction for Faster Sequence Encoding. CoRR (2021)
Aston Zhang, Yi Tay, Yikang Shen, Alvin Chan, Shuai Zhang
Self-Instantiated Recurrent Units with Dynamic Soft Recursion. NeurIPS (2021)
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)
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)
Bill Tuck Weng Pung, Alvin Chan
ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical Reasoning. CoRR (2021)
Alvin Chan, Martin D. Levine, Mehrsan Javan
Player Identification in Hockey Broadcast Videos. Expert Syst. Appl. 165 (2021)
Alvin Chan, Ali Madani, Ben Krause, Nikhil Naik
Deep Extrapolation for Attribute-Enhanced Generation. CoRR (2021)
Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu
CoCon: A Self-Supervised Approach for Controlled Text Generation. ICLR (2021)
Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy Chen, Anh Tuan Luu, Chris Pal
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences. ACL (2020)
Alvin Chan, Martin D. Levine, Mehrsan Javan
Player Identification in Hockey Broadcast Videos. CoRR (2020)
Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. EMNLP (Findings) (2020)
Alvin Chan, Yi Tay, Yew-Soon Ong
What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients. CVPR (2020)
Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. CoRR (2020)
Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu
CoCon: A Self-Supervised Approach for Controlled Text Generation. CoRR (2020)
Alvin Chan, Yi Tay, Yew-Soon Ong, Jie Fu
Jacobian Adversarially Regularized Networks for Robustness. ICLR (2020)
Alvin Chan, Yew-Soon Ong
Poison as a Cure: Detecting & Neutralizing Variable-Sized Backdoor Attacks in Deep Neural Networks. CoRR (2019)
Alvin Chan, Yi Tay, Yew-Soon Ong
What it Thinks is Important is Important: Robustness Transfers through Input Gradients. CoRR (2019)
Alvin Chan, Yi Tay, Yew-Soon Ong, Jie Fu
Jacobian Adversarially Regularized Networks for Robustness. CoRR (2019)
Alvin Chan, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Yang Liu, Yew-Soon Ong
Metamorphic Relation Based Adversarial Attacks on Differentiable Neural Computer. CoRR (2018)
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) (2015)
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) (2015)