MASRubric: Auditing Information Flow in Multi-Agent Systems with Failure-Distilled Pitfall Rubrics
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Cheap to Hypothesize, Costly to Verify: The Defense Surface of Agentic Vulnerability Discovery
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PMOPD: Task Ordering, Cycling, and Parameter-Update Subspace Protection in Multi-Teacher On-Policy Distillation
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DisKO: Deep Koopman Learning in Distribution Space from Unpaired Snapshots
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Correction-space Cross-variate Interaction for Test-time Adaptation in Time Series Forecasting
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Beyond Rule-Based Mutation Testing: Test-Aware Mutant Generation Using Large Language Models
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What If TSF: Reframing Time Series Forecasting as Scenario-Guided Multimodal Forecasting
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SWE-Adept: An LLM-Based Agentic Framework for Deep Codebase Analysis and Structured Issue Resolution
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Uniform Race: Parameter-Free Approximate Rejection Sampling
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Tilted Schr\"odinger Bridge Matching
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Estimation of Room Impulse Responses from Handclaps
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Learn Now, Use Next, Trust Later: Prequential Test-Time Learning for LLM Agents
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