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Ruoxuan Xiong

10 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

ICML ×4AAAI ×1ACL ×1EMNLP ×1ICLR ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Anpeng Wu
×7
Kun Kuang
×6
Fei Wu
×4
Baohong Li
×4
Yingrong Wang
×2
Zihan Liang
×2
Ziwen Pan
×2
Minqin Zhu
×2
Haoxuan Li
×2
Yi He
×1
Haiyi Qiu
×1
Zhengming Chen
×1

Papers

  1. Continuous-Time Counterfactual Quantile Learning for Risk-Sensitive Policy Optimization
    SIGKDD 2026 ·
    Yi He
    ,
    Anpeng Wu
    , Ruoxuan Xiong,
    Yingrong Wang
    ,
    Kun Kuang
  2. Learning Dynamic Representations and Policies from Multimodal Clinical Time-Series with Informative Missingness
    ACL 2026 ·
    Zihan Liang
    ,
    Ziwen Pan
    , Ruoxuan Xiong
  3. Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
    ICLR 2025 ·
    Anpeng Wu
    ,
    Haiyi Qiu
    ,
    Zhengming Chen
    ,
    Zijian Li
    , Ruoxuan Xiong,
    Fei Wu
    ,
    Kun Zhang
  4. Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness
    EMNLP 2025 ·
    Zihan Liang
    ,
    Ziwen Pan
    , Ruoxuan Xiong
  5. Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments
    ICML 2025 ·
    Baohong Li
    ,
    Yingrong Wang
    ,
    Anpeng Wu
    ,
    Ming Ma
    , Ruoxuan Xiong,
    Kun Kuang
  6. Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation
    ICML 2025 ·
    Minqin Zhu
    ,
    Zexu Sun
    , Ruoxuan Xiong,
    Anpeng Wu
    ,
    Baohong Li
    ,
    Caizhi Tang
    ,
    Jun Zhou
    ,
    Fei Wu
    ,
    Kun Kuang
  7. Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation
    AAAI 2024 ·
    Minqin Zhu
    ,
    Anpeng Wu
    ,
    Haoxuan Li
    , Ruoxuan Xiong,
    Bo Li
    ,
    Xiaoqing Yang
    ,
    Xuan Qin
    ,
    Peng Zhen
    ,
    Jiecheng Guo
    ,
    Fei Wu
    ,
    Kun Kuang
  8. Higher-Order Causal Message Passing for Experimentation with Complex Interference
    NeurIPS 2024 ·
    Mohsen Bayati
    ,
    Yuwei Luo
    ,
    William Overman
    ,
    Mohamad Sadegh Shirani Faradonbeh
    , Ruoxuan Xiong
  9. Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias
    ICML 2024 ·
    Baohong Li
    ,
    Haoxuan Li
    , Ruoxuan Xiong,
    Anpeng Wu
    ,
    Fei Wu
    ,
    Kun Kuang
  10. Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias
    ICML 2024 ·
    Baohong Li
    ,
    Anpeng Wu
    , Ruoxuan Xiong,
    Kun Kuang