Insup Lee

Venues

Frequent coauthors

Papers

1. Conformal Constrained Policy Optimization for Cost-Effective LLM Agents
   AAAI 2026 ·

   Wenwen Si

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2. Quantifying and Improving Adaptivity in Conformal Prediction Through Input Transformations
   AAAI 2026 ·

   Sooyong Jang

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3. Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models
   AAAI 2025 ·

   Jean Park

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4. MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety
   EMNLP 2025 ·

   Yahan Yang

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5. REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments
   ICLR 2025 ·

   Kaustubh Sridhar

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6. Reliable and Interpretable Visual Field Progression Prediction with Diffusion Models and Conformal Risk Control
   MICCAI 2025 ·

   Wenwen Si

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7. AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties
   NeurIPS 2024 ·

   Xiayan Ji

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8. Conformal Prediction Regions for Time Series Using Linear Complementarity Programming
   AAAI 2024 ·

   Matthew Cleaveland

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9. Exploring Effective Sensing Indicators of Loneliness For Elderly Community in US and Japan
   CHI 2024 ·

   Xiayan Ji

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10. Memory-Consistent Neural Networks for Imitation Learning
    ICLR 2024 ·

    Kaustubh Sridhar

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11. PAC Prediction Sets Under Label Shift
    ICLR 2024 ·

    Wenwen Si

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12. TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction
    NAACL 2024 ·

    Shuo Li

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13. Uncertainty in Language Models: Assessment through Rank-Calibration
    EMNLP 2024 ·

    Xinmeng Huang

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