Papers

• Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis (2025)
  Priyanka Kargupta et al.
  3.81
• HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering (2026)
  Dan Ben-Ami et al.
  1.94
• Don't Retrieve, Navigate: Distilling Enterprise Knowledge into Navigable Agent Skills for QA and RAG (2026)
  Yiqun Sun et al.
  1.94
• Adaptive Auto-Harness: Sustained Self-Improvement for Agentic System Deployment on Open-Ended Task Streams (2026)
  Zewen Liu et al.
  1.94
• MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery (2026)
  Shangheng Du et al.
  1.94
• SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG (2026)
  Amirhossein Abaskohi et al.
  1.94
• Manifold Bandits: Bayesian Curriculum Learning over the Latent Geometry of Large Language Models (2026)
  Darrien McKenzie et al.
  1.94
• Hierarchical Abstract Tree for Cross-Document Retrieval-Augmented Generation (2026)
  Ziwen Zhao et al.
  1.89
• Accelerating Speculative Decoding with Block Diffusion Draft Trees (2026)
  Liran Ringel et al.
  1.83
• QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search (2025)
  Zongyu Lin et al.
  1.28
• SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories (2025)
  Muzhi Zhu et al.
  1.28
• CoSTAast: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing (2025)
  Advait Gupta et al.
  1.28
• AutoMind: Adaptive Knowledgeable Agent for Automated Data Science (2025)
  Yixin Ou et al.
  1.28
• RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval (2024)
  Parth Sarthi et al.
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• DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search (2024)
  Huajian Xin et al.
  —
• Strategist: Learning Strategic Skills by LLMs via Bi-Level Tree Search (2024)
  Jonathan Light 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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• Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search (2024)
  Huanjin Yao et al.
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