Yaliang Li

Latest

• Concept-Level Model Interpretation from the Causal Aspect
• Automated Graph Learning via Population Based Self-Tuning GCN
• Subspace Learning Based Counterfactual Inference for Individual Treatment Effect Estimation
• A Survey on Causal Inference
• Causal Inference Meets Machine Learning
• Adaptively Similarity-preserved Representation Learning for Individual Treatment Effect Estimation
• On the Estimation of Treatment Effect with Text Covariates
• Representation Learning for Treatment Effect Estimation from Observational Data
• Multi-View Time Series Classification: A Discriminative Bilinear Projection Approach