PPaperPicks

Jiuyong Li

17 papers at tracked venues · 10 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Learning Fair Graph Representations via Probability of Necessity and Sufficiency
  2. Multistage Feedback-Driven Causal Discovery from Textual Data with Large Language Models
  3. Trustworthy and Explainable Causal Representation Learning in Transformers
  4. Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction
  5. Diffusion Models for Attribution
  6. From Noise to Precision: A Diffusion-Driven Approach to Zero-Inflated Precipitation Prediction
  7. Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems
  8. Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems
  9. Mitigating Latent Confounding Bias in Recommender Systems
  10. Off-policy Evaluation for Multiple Actions in the Presence of Unobserved Confounders
  11. Telling Peer Direct Effects from Indirect Effects in Observational Network Data
  12. A Novel Shadow Variable Catcher for Addressing Selection Bias in Recommendation Systems
  13. Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
  14. Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
  15. FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning
  16. Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
  17. Integrating Fair Representation Learning with Fairness Regularization for Intersectional Group Fairness
    CIKM 2024 ·
    David Quashigah Dzakpasu