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Yuanjie Shi

7 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

AAAI ×4ICML ×1NeurIPS ×1UAI ×1

Frequent coauthors

Zhiyong Ma
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Xuesong Jia
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Zijian Zhang
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Papers

  1. Cost-Sensitive Conformal Training with Provably Controllable Learning Bounds
    AAAI 2026 ·
    Xuesong Jia
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  2. Minimum-Length Conformal Prediction Sets for Ordinal Classification
    AAAI 2026 ·
    Zijian Zhang
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  3. Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
    ICML 2025 · Yuanjie Shi
  4. FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization
    AAAI 2025 ·
    Zhiyong Ma
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  5. Federated Rényi Fair Inference in Federated Heterogeneous System
    UAI 2025 ·
    Zhiyong Ma
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  6. Reliable Uncertainty Quantification in Machine Learning via Conformal Prediction
    AAAI 2025 · Yuanjie Shi
  7. Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
    NeurIPS 2024 · Yuanjie Shi