CORE-RL: Confidence-Oriented Reliability Evaluation of Black-Box Reinforcement Learning Policies
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Bidirectional Preference Synthesis: Learning Prompt-Conditioned Preferences from Boundary Failures
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RAGrasp: Geometry-Semantic Template Retrieval and Grasp Transfer
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Suppressing Pressure, Amplifying Evidence: Self-Guided Attention Steering to Mitigate Sycophancy and Stubbornness
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Functionally Equivalent or Not? Graph-Grounded Differential Surrogate Execution for Code Equivalence
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Asking Earns Nothing: Scoring the Decision to Act in BFCL Multi-Turn
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TimeNet: An Extensible Unified Data Infrastructure for Next-Generation Temporal Foundation Models
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CRAFT: An Agentic Spreadsheet Form Filling System with Template Awareness
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Understanding Errors in LLM-Based Question Answering over Imperfect Tables
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Rethinking Long-Video Efficiency: A Joint Allocation Perspective on Frames, Pixels, and Front-End Latency
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WNet: Discrete Wavelets Transform for Efficient Token Mixing
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Trust the View That Sees the Target: Mining Cross-View Conflicts for Reliability-Gated Disaster Damage Assessment
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