JLD: Perceptual Distance Through A Jacobian Lens
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ProsaBuddy: Assisting Mechanized Real-Time Schedulability Analysis with LLM-based Agents
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Distribution Matching Evolutionary Algorithms for Rare Event Sampling
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An Executable Benchmark for LLM-Based HLS Repair:Design Complexity and Repair Underconstraint
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ReMem: Streaming Video Understanding With Long Context Retention
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Learning without Overwriting: A Theory of Self-Distillation and Supervised Fine-Tuning in Continual Reasoning
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SALUS: Automated Auditing of NL-to-SQL Benchmarks through Weak Supervision of Multi-Agent Output
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Loopy: Low-Bit Quantization Framework for Looped Language Models
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Don't Judge an LLM Only by Its Activations: Discovering Suppressed Safety Features via Counterfactual Activation Potential
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Fast Convergence through Distributed Augmentation for Class-Imbalanced Federated Learning
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ColdDDI: Evaluating Knowledge Utilization in Cold-Start Drug-Drug Interaction Prediction
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Ranking Bandits for Carousel Interfaces with Observable Browsing Depth
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