FrugalEvo: Towards Cost-Aware LLM-Guided Program Evolution
Paper • 2610.03675 • Published • 27
Kevin T. Nguyen
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MetaRubric: Learning to Reward for Rubric-Based Reinforcement LearningOrganizations
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Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence
Paper • 2609.34563 • Published • 217
AIM: Agentic Idea Management for Automated Research
Paper • 2609.38445 • Published • 51
Label-free steering: Compressing test-time reinforcement learning into bias-only subspaces
Paper • 2609.18587 • Published • 4
BIABench: Evaluating AI agents on real-world bioimage analysis tasks
Paper • 2609.34274 • Published • 4
Aligning One-Step Generative Models with Reward-Weighted Transport Distillation
Paper • 2609.30840 • Published • 2
Not Every Token Is Worth Distilling: Selective Supervision for Direct-OPD
Paper • 2609.29142 • Published • 5
The Evolution of Attention in Large Language Models: Mechanisms, Trade-offs, and Emerging Trends
Paper • 2609.39661 • Published • 12
MILO: Automated Harness Discovery via Orchestrated Multi-Agent Evolution
Paper • 2609.38349 • Published • 20