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Shuaiyi Nie

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Papers (5)

  1. KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance cs.AI · 2026 · author #7
  2. Sparse Growing Transformer: Training-Time Sparse Depth Allocation via Progressive Attention Looping cs.CL · 2026 · author #7
  3. ATTNPO: Attention-Guided Process Supervision for Efficient Reasoning cs.CL · 2026 · author #1
  4. ExpSeek: Self-Triggered Experience Seeking for Web Agents cs.CL · 2026 · author #4
  5. Exploring the System 1 Thinking Capability of Large Reasoning Models cs.CL · 2025 · author #2

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