Ruoxuan Xiong

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Frequent coauthors

Papers

1. Continuous-Time Counterfactual Quantile Learning for Risk-Sensitive Policy Optimization
   SIGKDD 2026 ·

   Yi He

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2. Learning Dynamic Representations and Policies from Multimodal Clinical Time-Series with Informative Missingness
   ACL 2026 ·

   Zihan Liang

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3. Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
   ICLR 2025 ·

   Anpeng Wu

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4. Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness
   EMNLP 2025 ·

   Zihan Liang

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5. Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments
   ICML 2025 ·

   Baohong Li

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6. Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation
   ICML 2025 ·

   Minqin Zhu

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7. Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation
   AAAI 2024 ·

   Minqin Zhu

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8. Higher-Order Causal Message Passing for Experimentation with Complex Interference
   NeurIPS 2024 ·

   Mohsen Bayati

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9. Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias
   ICML 2024 ·

   Baohong Li

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10. Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias
    ICML 2024 ·

    Baohong Li

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