Jixue Liu

1. Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
   2023/10/03 by Ziqi Xu, Debo Cheng, Xu, Ziqi +9 · 6 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
   2023/12/12 by Debo Cheng, Cheng, Debo, Ziqi Xu +11 · 4 citations
   Mathematics · Computer Science · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Statistical Methods and Inference
3. Causal Inference with Conditional Instruments using Deep Generative Models
   2022/11/29 by Debo Cheng, Ziqi Xu, Cheng, Debo +9 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
4. Learning Conditional Instrumental Variable Representation for Causal Effect Estimation
   2023/06/21 by Debo Cheng, Ziqi Xu, Cheng, Debo +9 · 1 citation
   Mathematics · Computer Science · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference
5. A transformer boosted UNet for smoke segmentation in complex backgrounds in multispectral LandSat imagery
   2024/06/18 by Jixue Liu, Jiuyong Li, Liu, Jixue +5 · 1 citation
   Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Impact of Light on Environment and Health #Infrared Target Detection Methodologies
6. Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift
   2024/09/19 by Oscar Blessed Deho, Michael Bewong, Deho, Oscar Blessed +11 · 1 citation
   Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Supply Chain Resilience and Risk Management
7. Disentangled Representation Learning for Causal Inference with Instruments
   2024/12/05 by Debo Cheng, Cheng, Debo, Jiuyong Li +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
8. Residual-Guided Multi-Resolution Refinement of Foundation Models: A Case Study in Drought Forecasting
   2026/07/20 by Wentao Gao, Jiuyong Li, Lin Liu +4
   #cs.LG
9. Lightweight Wrappers for Adapting Time Series Foundation Models to Regional Drought Forecasting
   2026/07/20 by Wentao Gao, Jiuyong Li, Lin Liu +4
   #cs.LG