Alvin Chan
13 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Artificial Intelligence
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adversarial robustness
(3)
natural language inference
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jacobian regularization
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image classification
(1)
adversarial learning
(1)
machine translation
(1)
zero-shot learning
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model security
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text classification
(1)
preference learning
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self-supervised learning
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knowledge distillation
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dialogue generation
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few-shot learning
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contrastive learning
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text generation
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multimodal learning
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Papers
Automated Creativity Evaluation of Language Models Across Open-Ended Tasks
ACL 2026
To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance
AAAI 2026
How to Make Large Language Models Generate 100% Valid Molecules?
EMNLP 2025
How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?
IJCAI 2022
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters
ICLR 2021
CoCon: A Self-Supervised Approach for Controlled Text Generation
ICLR 2021
Deep Extrapolation for Attribute-Enhanced Generation
NeurIPS 2021
On Orthogonality Constraints for Transformers
ACL 2021
Self-Instantiated Recurrent Units with Dynamic Soft Recursion
NeurIPS 2021
Jacobian Adversarially Regularized Networks for Robustness
ICLR 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder
EMNLP 2020
What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients
CVPR 2020
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences
ACL 2020