Papers

• FlowPIE: Test-Time Scientific Idea Evolution with Flow-Guided Literature Exploration (2026)
  Qiyao Wang et al.
  1.94
• ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation (2025)
  Zhicheng Lee et al.
  1.28
• FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS (2025)
  Chaeeun Kim et al.
  1.28
• ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback (2025)
  Litao Guo et al.
  1.28
• Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills (2025)
  Yuquan Xie et al.
  1.28
• Tool-integrated Reinforcement Learning for Repo Deep Search (2025)
  Zexiong Ma et al.
  1.28
• ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use (2025)
  Mengjie Deng et al.
  1.28
• The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality (2025)
  Aileen Cheng et al.
  1.28
• Interpretability at Scale: Identifying Causal Mechanisms in Alpaca (2023)
  Zhengxuan Wu et al.
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• Automated Design of Agentic Systems (2024)
  Shengran Hu et al.
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• Improving Autonomous AI Agents with Reflective Tree Search and Self-Learning (2024)
  Xiao Yu et al.
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• Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System (2024)
  Weize Chen et al.
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• Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search (2024)
  Huanjin Yao et al.
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