Deng, Ailin

1. Graph Neural Network-Based Anomaly Detection in Multivariate Time Series
   2021/06/13 by Deng, Ailin, Hooi, Bryan · 41 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Words or Vision: Do Vision-Language Models Have Blind Faith in Text?
   2025/03/04 by Deng, Ailin, Cao, Tri, Chen, Zhirui +1 · 27 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
3. ID³: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
   2024/09/26 by Li Shen, Jianqing Xu, Li, Shen +17 · 8 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
4. Proximity-Informed Calibration for Deep Neural Networks
   2023/06/07 by Miao Xiong, Xiong, Miao, Ailin Deng +11 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
   2025/05/26 by Hui Chen, Chen, Hui, Miao Xiong +17 · 9 citations
   Computer Science · #Machine Learning and Data Classification
6. Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement
   2023/05/02 by Ailin Deng, Deng, Ailin, Miao Xiong +3 · 2 citations
   Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #Forecasting Techniques and Applications