Ailin Deng

According to our database, Ailin Deng authored at least 14 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Are Anomaly Scores Telling the Whole Story? A Benchmark for Multilevel Anomaly Detection.

Tri Cao, Minh-Huy Trinh, Ailin Deng, Quoc-Nam Nguyen, Khoa Duong, Ngai-Man Cheung, Bryan Hooi

CoRR, 2024

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

Ailin Deng, Zhirui Chen, Bryan Hooi

CoRR, 2024

2023

Proximity-Informed Calibration for Deep Neural Networks.

Miao Xiong, Ailin Deng, Pang Wei Koh, Jiaying Wu, Shen Li, Jianqing Xu, Bryan Hooi

CoRR, 2023

Proximity-Informed Calibration for Deep Neural Networks.

Miao Xiong, Ailin Deng, Pang Wei W. Koh, Jiaying Wu, Shen Li, Jianqing Xu, Bryan Hooi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement.

Ailin Deng, Miao Xiong, Bryan Hooi

Proceedings of the International Conference on Machine Learning, 2023

Probabilistic Knowledge Distillation of Face Ensembles.

Jianqing Xu, Shen Li, Ailin Deng, Miao Xiong, Jiaying Wu, Jiaxiang Wu, Shouhong Ding, Bryan Hooi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Jiaying Wu, Shen Li, Ailin Deng, Miao Xiong, Bryan Hooi

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation.

Miao Xiong, Shen Li, Wenjie Feng, Ailin Deng, Jihai Zhang, Bryan Hooi

Trans. Mach. Learn. Res., 2022

CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias.

Ailin Deng, Adam Goodge, Lang Yi Ang, Bryan Hooi

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Trust, but Verify: Using Self-supervised Probing to Improve Trustworthiness.

Ailin Deng, Shen Li, Miao Xiong, Zhirui Chen, Bryan Hooi

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Graph Neural Network-Based Anomaly Detection in Multivariate Time Series.

Ailin Deng, Bryan Hooi

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2017

3-D-MIMO With Massive Antennas Paves the Way to 5G Enhanced Mobile Broadband: From System Design to Field Trials.

Guangyi Liu, Xueying Hou, Jing Jin, Fei Wang, Qixing Wang, Yue Hao, Yuhong Huang, Xiaoyun Wang, Xiao Xiao, Ailin Deng

IEEE J. Sel. Areas Commun., 2017

2003

An Image Retrieval Method Based on Information Filtering of User Relevance Feedback Records.

Xiangdong Zhou, Qi Zhang, Li Liu, Ailin Deng, Liang Zhang, Baile Shi

Proceedings of the Advances in Web-Age Information Management, 2003

Image retrieval by fuzzy clustering of relevance feedback records.

Xiangdong Zhou, Qi Zhang, Lan Lin, Ailin Deng, Gang Wu

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003