Papers

• Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering (2026)
  Xinyu Zhu et al.
  1.94
• Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training (2026)
  Yiwei Qin et al.
  1.94
• Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models (2026)
  Shilin Yan et al.
  1.94
• MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning (2026)
  Yuxin Liu et al.
  1.89
• DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding (2025)
  Xinyu Ma et al.
  1.28
• WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue (2025)
  Yaoyao Qian et al.
  1.28
• MovieCORE: COgnitive REasoning in Movies (2025)
  Gueter Josmy Faure et al.
  1.28
• Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions? (2025)
  Qinyan Zhang et al.
  1.28
• AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs (2025)
  Sidharth Surapaneni et al.
  1.28
• From Pixels to Feelings: Aligning MLLMs with Human Cognitive Perception of Images (2025)
  Yiming Chen et al.
  1.28
• RoboVQA: Multimodal Long-Horizon Reasoning for Robotics (2023)
  Pierre Sermanet et al.
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