Author

Ailin Deng

Observed name: Deng, Ailin

Observed institution: National University of Singapore

ORCID: 0009-0009-2859-3665

Observed ORCID: 0009-0009-2859-3665

OpenAlex ID: A5004071949

Graph Neural Network-Based Anomaly Detection in Multivariate Time Series

2021 · Ailin Deng, Bryan Hooi · Proceedings of the AAAI Conference on Artificial Intelligence · 1,418

Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection

2023 · Jiaying Wu, Shen Li, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 30

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Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

2025 · Ailin Deng, Tri Cao, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 16

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Probabilistic Knowledge Distillation of Face Ensembles

2023 · Jianqing Xu, Shen Li, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 10

Proximity-Informed Calibration for Deep Neural Networks

2023 · Miao Xiong, Ailin Deng, et al. · neural information processing systems · 5

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Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding

2024 · Deng, Ailin, Chen, Zhirui, et al. · arXiv (Cornell University) · 4

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$\text{ID}^3$: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition

2024 · Jianqing Xu, Shen Li, et al. · neural information processing systems · 4

CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias

2022 · Ailin Deng, Adam Goodge, et al. · International Joint Conference on Artificial Intelligence · 4

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ID$^3$: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition