Papers

• Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration (2026)
  Qifan Zhang et al.
  1.83
• Phi-4-reasoning Technical Report (2025)
  Marah Abdin et al.
  1.28
• Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models (2025)
  Zhiyuan Hu et al.
  1.28
• MMSearch-R1: Incentivizing LMMs to Search (2025)
  Jinming Wu et al.
  1.28
• Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving (2025)
  Songyang Gao et al.
  1.28
• OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification (2025)
  Zijian Wu et al.
  1.28