Self-Evolving Algorithm-Design Agents: Escaping In-Context Evolutionary Stagnation via Population-Curated Policy Optimization
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New papers, breakthroughs and academic AI research
Superficial Reflection or Genuine Thought? A Fine-Grained Cognitive Analysis of Large Reasoning Models
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ExpertGen: Scalable Sim-to-Real Expert Policy Learning from Imperfect Behavior Priors
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ATTUNER: Recomputation-Free KV Cache Reuse via Query-Side Adaptation
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Autoregressive Frontier Expansion: Growing Trees with Graph Machine Learning
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Benchmarking Automatic Speech Recognition Tools for Iberian Languages
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GATE-ST: Gene-Aware Text-image Encoder for Spatial Transcriptomics
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Code to Control: Synthesizing Parameterized Reactive Controllers
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From Codebase to Culprit (C2C): Reducing the Search Space for Bugs with Semantic Retrieval and Hierarchical Reinforcement Learning
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RetroGEF: Dynamic Graph Edit Flow for Single-Step Retrosynthesis
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ShamAN-Q: Shampoo Augmented NanoQuant for Sub-1-bit LLM Weights
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Where Scientific Search Agents Fail: Decision-Checkpoint Auditing of Exposure and Inspection Attempts
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