Ailin Deng

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 16

Top Topics

Multivariate Time Series

Anomaly Detection

Shot Change Detection

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Ailin Deng, Zhirui Chen, Bryan Hooi
Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding. CoRR (2024)
Miao Xiong, Ailin Deng, Pang Wei Koh, Jiaying Wu, Shen Li, Jianqing Xu, Bryan Hooi
Proximity-Informed Calibration for Deep Neural Networks. CoRR (2023)
Jiaying Wu, Shen Li, Ailin Deng, Miao Xiong, Bryan Hooi
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection. CIKM (2023)
Jianqing Xu, Shen Li, Ailin Deng, Miao Xiong, Jiaying Wu, Jiaxiang Wu, Shouhong Ding, Bryan Hooi
Probabilistic Knowledge Distillation of Face Ensembles. CVPR (2023)
Jiaying Wu, Shen Li, Ailin Deng, Miao Xiong, Bryan Hooi
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection. CoRR (2023)
Ailin Deng, Miao Xiong, Bryan Hooi
Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement. CoRR (2023)
Miao Xiong, Ailin Deng, Pang Wei W. Koh, Jiaying Wu, Shen Li, Jianqing Xu, Bryan Hooi
Proximity-Informed Calibration for Deep Neural Networks. NeurIPS (2023)
Ailin Deng, Shen Li, Miao Xiong, Zhirui Chen, Bryan Hooi
Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness. CoRR (2023)
Ailin Deng, Miao Xiong, Bryan Hooi
Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement. ICML (2023)
Miao Xiong, Shen Li, Wenjie Feng, Ailin Deng, Jihai Zhang, Bryan Hooi
Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation. CoRR (2022)
Ailin Deng, Shen Li, Miao Xiong, Zhirui Chen, Bryan Hooi
Trust, but Verify: Using Self-supervised Probing to Improve Trustworthiness. ECCV (13) (2022)
Ailin Deng, Adam Goodge, Lang Yi Ang, Bryan Hooi
CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias. IJCAI (2022)
Miao Xiong, Shen Li, Wenjie Feng, Ailin Deng, Jihai Zhang, Bryan Hooi
Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation. Trans. Mach. Learn. Res. 2022 (2022)
Ailin Deng, Bryan Hooi
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series. CoRR (2021)
Ailin Deng, Bryan Hooi
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series. AAAI (2021)
Guangyi Liu, Xueying Hou, Jing Jin, Fei Wang, Qixing Wang, Yue Hao, Yuhong Huang, Xiaoyun Wang, Xiao Xiao, Ailin Deng
3-D-MIMO With Massive Antennas Paves the Way to 5G Enhanced Mobile Broadband: From System Design to Field Trials. IEEE J. Sel. Areas Commun. 35 (6) (2017)
Xiangdong Zhou, Qi Zhang, Li Liu, Ailin Deng, Liang Zhang, Baile Shi
An Image Retrieval Method Based on Information Filtering of User Relevance Feedback Records. WAIM (2003)
Xiangdong Zhou, Qi Zhang, Lan Lin, Ailin Deng, Gang Wu
Image retrieval by fuzzy clustering of relevance feedback records. ICME (2003)