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 14 / 16 页

  1. NeurIPS 2024The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models
  2. NeurIPS 2024The tree autoencoder model, with application to hierarchical data visualization
  3. NeurIPS 2024Thought of Search: Planning with Language Models Through The Lens of Efficiency
  4. NeurIPS 2024Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
  5. NeurIPS 2024TreeVI: Reparameterizable Tree-structured Variational Inference for Instance-level Correlation Capturing
  6. NeurIPS 2024Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models
  7. NeurIPS 2024When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search
  8. NeurIPS 2024Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion
  9. CVPR 2023Adversarially Robust Neural Architecture Search for Graph Neural Networks
  10. CVPR 2023Bayesian Posterior Approximation With Stochastic Ensembles
  11. CVPR 2023Bridging Search Region Interaction With Template for RGB-T Tracking
  12. CVPR 2023Differentiable Architecture Search With Random Features
  13. CVPR 2023DisWOT: Student Architecture Search for Distillation WithOut Training
  14. CVPR 2023GANmouflage: 3D Object Nondetection With Texture Fields
  15. CVPR 2023HOTNAS: Hierarchical Optimal Transport for Neural Architecture Search
  16. CVPR 2023Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections
  17. CVPR 2023Large-Scale Training Data Search for Object Re-Identification
  18. CVPR 2023Plateau-Reduced Differentiable Path Tracing
  19. CVPR 2023The Differentiable Lens: Compound Lens Search Over Glass Surfaces and Materials for Object Detection
  20. CVPR 2023TINC: Tree-Structured Implicit Neural Compression
  21. CVPR 2023Tree Instance Segmentation With Temporal Contour Graph
  22. CVPR 2023Visual Dependency Transformers: Dependency Tree Emerges From Reversed Attention
  23. ICLR 2023A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming
  24. ICLR 2023A Self-Attention Ansatz for Ab-initio Quantum Chemistry
  25. ICLR 2023A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search
  26. ICLR 2023A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles
  27. ICLR 2023Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time
  28. ICLR 2023Analyzing Tree Architectures in Ensembles via Neural Tangent Kernel
  29. ICLR 2023Approximate Nearest Neighbor Search through Modern Error-Correcting Codes
  30. ICLR 2023AutoGT: Automated Graph Transformer Architecture Search
  31. ICLR 2023Automating Nearest Neighbor Search Configuration with Constrained Optimization
  32. ICLR 2023Average Sensitivity of Decision Tree Learning
  33. ICLR 2023Characterizing intrinsic compositionality in transformers with Tree Projections
  34. ICLR 2023Critic Sequential Monte Carlo
  35. ICLR 2023DamoFD: Digging into Backbone Design on Face Detection
  36. ICLR 2023Denoising Diffusion Samplers
  37. ICLR 2023Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem
  38. ICLR 2023EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark
  39. ICLR 2023Efficient Offline Policy Optimization with a Learned Model
  40. ICLR 2023Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search
  41. ICLR 2023Improving Deep Policy Gradients with Value Function Search
  42. ICLR 2023Improving Differentiable Neural Architecture Search by Encouraging Transferability
  43. ICLR 2023Learning Structured Representations by Embedding Class Hierarchy
  44. ICLR 2023PowerQuant: Automorphism Search for Non-Uniform Quantization
  45. ICLR 2023Sparse tree-based Initialization for Neural Networks
  46. ICLR 2023Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees
  47. ICLR 2023Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search
  48. ICLR 2023The Dark Side of AutoML: Towards Architectural Backdoor Search
  49. ICLR 2023ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients
  50. ICML 2023A new near-linear time algorithm for k-nearest neighbor search using a compressed cover tree

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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