Chan, Alvin

10 publications

ICLRW 2025 Automating Evaluation of Creativity in LLMs with Semantic Entropy and Efficient Multi-Agent Judge Tan Min Sen, Zachary Choy Kit Chun, Swaagat Bikash Saikia, Syed Ali Redha Alsagoff, Banerjee Mohor, Nadya Yuki Wangsajaya, Alvin Chan

NeurIPS 2025 Can LLMs Reason over Non-Text Modalities in a Training-Free Manner? a Case Study with In-Context Representation Learning Tianle Zhang, Wanlong Fang, Jonathan Woo, Paridhi Latawa, Deepak A. Subramanian, Alvin Chan

NeurIPSW 2022 Adversarial Masking for Pretraining ECG Data Improves Downstream Model Generalizability Jessica Bo, Hen-Wei Huang, Alvin Chan, Giovanni Traverso

IJCAI 2022 How Does Frequency Bias Affect the Robustness of Neural Image Classifiers Against Common Corruption and Adversarial Perturbations? Alvin Chan, Yew Soon Ong, Clement Tan

ICLR 2021 Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Hui, Jie Fu

ICLR 2021 CoCon: A Self-Supervised Approach for Controlled Text Generation Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu

NeurIPS 2021 Deep Extrapolation for Attribute-Enhanced Generation Alvin Chan, Ali Madani, Ben Krause, Nikhil Naik

NeurIPS 2021 Self-Instantiated Recurrent Units with Dynamic Soft Recursion Aston Zhang, Yi Tay, Yikang Shen, Alvin Chan, Shuai Zhang

ICLR 2020 Jacobian Adversarially Regularized Networks for Robustness Alvin Chan, Yi Tay, Yew Soon Ong, Jie Fu

ICLR 2020 Metagross: Meta Gated Recursive Controller Units for Sequence Modeling Yi Tay, Yikang Shen, Alvin Chan, Yew Soon Ong