Papers

• MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods (2026)
  Honglin Lin et al.
  1.94
• Thinking Preference Optimization (2025)
  Wang Yang et al.
  1.28
• START: Self-taught Reasoner with Tools (2025)
  Chengpeng Li et al.
  1.28
• Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey (2025)
  Yaoting Wang et al.
  1.28
• The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think (2025)
  Seongyun Lee et al.
  1.28
• ARM: Adaptive Reasoning Model (2025)
  Siye Wu et al.
  1.28
• Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning? (2025)
  Junhao Cheng et al.
  1.28
• CoRT: Code-integrated Reasoning within Thinking (2025)
  Chengpeng Li et al.
  1.28
• Compressing Chain-of-Thought in LLMs via Step Entropy (2025)
  Zeju Li et al.
  1.28
• Pruning the Unsurprising: Efficient Code Reasoning via First-Token Surprisal (2025)
  Wenhao Zeng et al.
  1.28
• Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization (2025)
  Zhenpeng Su et al.
  1.28
• AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models (2025)
  Zihao Zhu et al.
  1.28
• PhysVLM-AVR: Active Visual Reasoning for Multimodal Large Language Models in Physical Environments (2025)
  Weijie Zhou et al.
  1.28
• Rethinking Chain-of-Thought Reasoning for Videos (2025)
  Yiwu Zhong et al.
  1.28