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• EST-PRM: Stress-Testing Process Reward Models Before They Become Load-Bearing
  2026
• Continual Calibration: Coverage Can Collapse Before Accuracy in Lifelong LLM Fine-Tuning
  2026
• Beyond Variance: Knowledge-Aware LLM Compression via Fisher-Aligned Subspace Diagnostics
  2026
• Anytime-Valid Answer Sufficiency Certificates for LLM Generation via Sequential Information Lift
  2025
• Selective Risk Certification for LLM Outputs via Information-Lift Statistics: PAC-Bayes, Robustness, and Skeleton Design
  2025
• Large Language Models for Crash Detection in Video: A Survey of Methods, Datasets, and Challenges
  2025
• Image Segmentation with Large Language Models: A Survey with Perspectives for Intelligent Transportation Systems
  2025