Debo Cheng
- Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
2023/10/03 by Ziqi Xu, Debo Cheng, Xu, Ziqi +9 · 8 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
- Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
2023/12/12 by Debo Cheng, Ziqi Xu, Cheng, Debo +11 · 5 citations
Mathematics · Computer Science · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Statistical Methods and Inference
- Mitigating Propensity Bias of Large Language Models for Recommender Systems
2024/09/30 by Guixian Zhang, Zhang, Guixian, Guan Yuan +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
- Causal Inference with Conditional Instruments using Deep Generative Models
2022/11/29 by Debo Cheng, Cheng, Debo, Ziqi Xu +9 · 2 citations
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)
- Learning Conditional Instrumental Variable Representation for Causal Effect Estimation
2023/06/21 by Debo Cheng, Ziqi Xu, Cheng, Debo +9 · 2 citations
Mathematics · Computer Science · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference
- FASTAGEDS: Fast Approximate Graph Entity Dependency Discovery
2023/04/05 by Guang-Tong Zhou, Zhou, Guangtong, Selasi Kwashie +13 · 2 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Mining Algorithms and Applications #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences
- Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey
2022/08/20 by Debo Cheng, Cheng, Debo, Jiuyong Li +7 · 1 citation
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Disentangled Representation Learning for Causal Inference with Instruments
2024/12/05 by Debo Cheng, Jiuyong Li, Cheng, Debo +11 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
- Mitigating Propensity Bias of Large Language Models for Recommender Systems
2025/05/19 by Guixian Zhang, Guan Yuan, Debo Cheng +3 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Topic Modeling
- Community-Centric Graph Unlearning
2024/08/19 by Yi Li, Shichao Zhang, Li, Yi +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Energy Efficient Wireless Sensor Networks #Online Learning and Analytics