MCTS论文趋势 2023–2026

搜索与 MCTS

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 773 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

MCTS论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202344273014115
202459344110144
2025100497512236
2026996010514278

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部MCTS论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 773 篇，第 11 / 16 页

  1. NeurIPS 2025Traversal Verification for Speculative Tree Decoding
  2. NeurIPS 2025Tree Ensemble Explainability through the Hoeffding Functional Decomposition and TreeHFD Algorithm
  3. NeurIPS 2025Tree of Preferences for Diversified Recommendation
  4. NeurIPS 2025Tree-Based Premise Selection for Lean4
  5. NeurIPS 2025Tree-Sliced Entropy Partial Transport
  6. NeurIPS 2025TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
  7. NeurIPS 2025TreeSplat: Mergeable Tree for Deformable Gaussian Splatting
  8. NeurIPS 2025TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
  9. NeurIPS 2025Tru-POMDP: Task Planning Under Uncertainty via Tree of Hypotheses and Open-Ended POMDPs
  10. NeurIPS 2025Uncertainty-Guided Exploration for Efficient AlphaZero Training
  11. NeurIPS 2025Variational Polya Tree
  12. NeurIPS 2025We Should Chart an Atlas of All the World's Models
  13. NeurIPS 2025Wider or Deeper? Scaling LLM Inference-Time Compute with Adaptive Branching Tree Search
  14. NeurIPS 2025Yggdrasil: Bridging Dynamic Speculation and Static Runtime for Latency-Optimal Tree-Based LLM Decoding
  15. CVPR 2024Accelerating Neural Field Training via Soft Mining
  16. CVPR 2024AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search
  17. CVPR 2024Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning Approach
  18. CVPR 2024Hierarchical Correlation Clustering and Tree Preserving Embedding
  19. CVPR 2024In Search of a Data Transformation That Accelerates Neural Field Training
  20. CVPR 2024Insights from the Use of Previously Unseen Neural Architecture Search Datasets
  21. CVPR 2024KITRO: Refining Human Mesh by 2D Clues and Kinematic-tree Rotation
  22. CVPR 2024RTracker: Recoverable Tracking via PN Tree Structured Memory
  23. CVPR 2024SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model
  24. CVPR 2024Towards Accurate and Robust Architectures via Neural Architecture Search
  25. ICLR 2024ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor
  26. ICLR 2024ARGS: Alignment as Reward-Guided Search
  27. ICLR 2024Chain of Log-Concave Markov Chains
  28. ICLR 2024Data Debugging with Shapley Importance over Machine Learning Pipelines
  29. ICLR 2024Effective and Efficient Federated Tree Learning on Hybrid Data
  30. ICLR 2024Fast Hyperboloid Decision Tree Algorithms
  31. ICLR 2024Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers
  32. ICLR 2024Fiber Monte Carlo
  33. ICLR 2024GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data
  34. ICLR 2024GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks
  35. ICLR 2024Improving protein optimization with smoothed fitness landscapes
  36. ICLR 2024Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisited
  37. ICLR 2024Local Search GFlowNets
  38. ICLR 2024Masked Distillation Advances Self-Supervised Transformer Architecture Search
  39. ICLR 2024Monte Carlo guided Denoising Diffusion models for Bayesian linear inverse problems.
  40. ICLR 2024Neural Fine-Tuning Search for Few-Shot Learning
  41. ICLR 2024PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
  42. ICLR 2024Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
  43. ICLR 2024Quasi-Monte Carlo for 3D Sliced Wasserstein
  44. ICLR 2024Reinforcement Symbolic Regression Machine
  45. ICLR 2024Repelling Random Walks
  46. ICLR 2024Reverse Diffusion Monte Carlo
  47. ICLR 2024Robust NAS under adversarial training: benchmark, theory, and beyond
  48. ICLR 2024Robustifying and Boosting Training-Free Neural Architecture Search
  49. ICLR 2024SEABO: A Simple Search-Based Method for Offline Imitation Learning
  50. ICLR 2024Sliced Wasserstein Estimation with Control Variates

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查MCTS在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "monte-carlo-tree-search"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇MCTS论文？
共 773 篇，按年份分别是 2023 年 115 篇、2024 年 144 篇、2025 年 236 篇、2026 年 278 篇。
NeurIPS 2026 有多少篇MCTS论文？
NeurIPS 2026 有 99 篇MCTS论文，上一届是 100 篇。
ICLR 2026 有多少篇MCTS论文？
ICLR 2026 有 60 篇MCTS论文，上一届是 49 篇。
ICML 2026 有多少篇MCTS论文？
ICML 2026 有 105 篇MCTS论文，上一届是 75 篇。
CVPR 2026 有多少篇MCTS论文？
CVPR 2026 有 14 篇MCTS论文，上一届是 12 篇。
哪个会议的MCTS论文最多？
NeurIPS，2023–2026 年共 302 篇。

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