【本日の論文】
・1. Controlled Self-Evolution for Algorithmic Code Optimization
・2. DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation
・3. MAXS: Meta-Adaptive Exploration with LLM Agents
・4. A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation
・5. Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning

【参考リンク】
Controlled Self-Evolution for Algorithmic Code Optimization: https://huggingface.co/papers/2601.07348
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation: https://huggingface.co/papers/2601.09688
MAXS: Meta-Adaptive Exploration with LLM Agents: https://huggingface.co/papers/2601.09259
A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation: https://huggingface.co/papers/2601.09274
Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning: https://huggingface.co/papers/2601.09088