OnTrack: Real-Time Monitoring and Intervention in LLM Agent Trajectories via Streaming Structure-Aware Optimal Transport
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Verdict Without the Rule: Diagnosing and Auditing Regulatory Rule Sensitivity in LLM Compliance Systems
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Overcoming Prior Barriers: Supervised Fine-Tuning under Long-Tail Distribution
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GeoReform: Reflective Formalization Evolution for Multimodal Geometry Problem Solving
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Predictive Multiplicity in Cell-Fate Assignment: Label-Free Rashomon Sets and the Limits of Per-Cell Certification
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Multimodal Graph Retrieval-Augmented Sequential Recommendation via Collaborative Filtering Paths
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A Survey on LLM-Integrated Hardware Design Verification
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Do Flatter Minima Drive Better Generalization? An Algorithmic Separation in Grokking
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Read What Matters: Query-Adaptive Quantization for KV Caches
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Low-Cost Sensor Calibration for Indoor Air Quality Monitoring: A Dataset, Evaluation Scenarios, and a Lightweight Model
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Conditional Residual Prediction: Improving Autoregressive Video Diffusion without a Bidirectional Teacher
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HRIL: Learning Multimodal Synergy via Higher-Order Tensor Modeling
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