arXiv Artificial IntelligenceOptSkills: Learning Generalizable Optimization Skills from Problem Archetypes via Cluster-Based Distillation
arXiv:2605.29829v2 Announce Type: replace Abstract: Leveraging Large Language Models (LLMs) to automatically…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceMeasuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework
arXiv:2605.24661v4 Announce Type: replace Abstract: Despite remarkable progress on reasoning benchmarks…
arXiv Artificial IntelligenceUnifying biomedical knowledge in a modern multimodal graph
arXiv:2604.27269v3 Announce Type: replace Abstract: Biomedical knowledge graphs (KGs) are widely used in the…
arXiv Artificial IntelligenceUniToolCall: Unifying Tool-Use Representation, Data, and Evaluation for LLM Agents
arXiv:2604.11557v3 Announce Type: replace Abstract: Tool-use capability is a fundamental component of LLM…
arXiv Artificial IntelligenceFrom High-Dimensional Spaces to Verifiable ODD Coverage for Safety-Critical AI-based Systems
arXiv:2604.02198v2 Announce Type: replace Abstract: While Artificial Intelligence (AI) offers transformative…
arXiv Artificial IntelligenceFormalEvolve: Neuro-Symbolic Evolutionary Search for Diverse Autoformalization
arXiv:2603.19828v4 Announce Type: replace Abstract: Autoformalization aims to produce formal statements that…
arXiv Artificial IntelligenceTikZilla: Scaling Text-to-TikZ with High-Quality Data and Reinforcement Learning
arXiv:2603.03072v3 Announce Type: replace Abstract: Large language models (LLMs) are increasingly used to…
arXiv Artificial IntelligenceEdit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories
arXiv:2602.02028v3 Announce Type: replace Abstract: Enabling artificial intelligence systems, particularly…
arXiv Artificial IntelligenceBeyond Dialogue Time: Temporal Semantic Memory for Personalized LLM Agents
arXiv:2601.07468v2 Announce Type: replace Abstract: Memory enables Large Language Model (LLM) agents to…
arXiv Artificial IntelligenceWhat Drives Success in Physical Planning with Joint-Embedding Predictive World Models?
arXiv:2512.24497v4 Announce Type: replace Abstract: A long-standing challenge in AI is to develop agents…
arXiv Artificial IntelligenceStepwise Think-Critique: Interleaved Reasoning and Self-Critique in a Single LLM
arXiv:2512.15662v4 Announce Type: replace Abstract: Human beings solve complex problems through critical…
arXiv Artificial IntelligenceAI Mathematician: Towards Fully Automated Frontier Mathematical Research
arXiv:2505.22451v2 Announce Type: replace Abstract: Large Reasoning Models (LRMs) have made significant…
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