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Liantao Ma

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

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Venues

CIKM ×2NeurIPS ×2SIGKDD ×2WWW ×2AAAI ×1ACL ×1CHI ×1ICDE ×1IJCAI ×1

Frequent coauthors

Yinghao Zhu
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Weibin Liao
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Chaohe Zhang
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Hongxin Ding
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Yue Fang
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Tianlong Wang
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Zixiang Wang
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Shenda Hong
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×1
Yujie Jin
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×1

Papers

  1. Augmenting Clinical Decision-Making with an Interactive and Interpretable AI Copilot: A Real-World User Study with Clinicians in Nephrology and Obstetrics
    CHI 2026 ·
    Yinghao Zhu
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  2. Beyond Imputation: A Semantic Unification Framework for Data and its Missingness in Multimodal Healthcare Analytics
    ICDE 2026 ·
    Chaohe Zhang
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  3. ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
    ACL 2026 ·
    Hongxin Ding
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  4. Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
    AAAI 2026 ·
    Yue Fang
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  5. Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories
    WWW 2025 ·
    Tianlong Wang
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  6. ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
    WWW 2025 ·
    Zixiang Wang
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  7. Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction
    SIGKDD 2025 ·
    Weibin Liao
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  8. Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
    NeurIPS 2025 ·
    Weibin Liao
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  9. MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
    NeurIPS 2025 ·
    Yinghao Zhu
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  10. Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare
    SIGKDD 2024 ·
    Shenda Hong
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  11. EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
    CIKM 2024 ·
    Yinghao Zhu
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  12. PRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations
    CIKM 2024 ·
    Yinghao Zhu
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  13. Temporal Domain Generalization via Learning Instance-level Evolving Patterns
    IJCAI 2024 ·
    Yujie Jin
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