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Ailin Deng
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Graph neural network-based anomaly detection in multivariate time series
A Deng, B Hooi
Proceedings of the AAAI conference on artificial intelligence 35 (5), 4027-4035, 2021
6232021
Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation
M Xiong, S Li, W Feng, A Deng, J Zhang, B Hooi
TMLR, 2022
52022
Proximity-informed calibration for deep neural networks
M Xiong, A Deng, PWW Koh, J Wu, S Li, J Xu, B Hooi
Advances in Neural Information Processing Systems 36, 2024
42024
Prompt-and-align: prompt-based social alignment for few-shot fake news detection
J Wu, S Li, A Deng, M Xiong, B Hooi
Proceedings of the 32nd ACM International Conference on Information and …, 2023
32023
CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias
A Deng, A Goodge, LY Ang, B Hooi
IJCAI 2022, 2022
32022
Probabilistic knowledge distillation of face ensembles
J Xu, S Li, A Deng, M Xiong, J Wu, J Wu, S Ding, B Hooi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
22023
Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness
A Deng, S Li, M Xiong, Z Chen, B Hooi
ECCV 2022, 2022
22022
Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement
A Deng, M Xiong, B Hooi
Proceedings of the 40th International Conference on Machine Learning 202 …, 2023
12023
Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding
A Deng, Z Chen, B Hooi
arXiv preprint arXiv:2402.15300, 2024
2024
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Articles 1–9