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 302 篇，第 5 / 7 页

  1. NeurIPS 2024Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play
  2. NeurIPS 2024Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
  3. NeurIPS 2024AlphaMath Almost Zero: Process Supervision without Process
  4. NeurIPS 2024An engine not a camera: Measuring performative power of online search
  5. NeurIPS 2024Automated Efficient Estimation using Monte Carlo Efficient Influence Functions
  6. NeurIPS 2024Beyond Accuracy: Tracking more like Human via Visual Search
  7. NeurIPS 2024Binary Search with Distributional Predictions
  8. NeurIPS 2024CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
  9. NeurIPS 2024Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
  10. NeurIPS 2024Conditional Density Estimation with Histogram Trees
  11. NeurIPS 2024Constrained Sampling with Primal-Dual Langevin Monte Carlo
  12. NeurIPS 2024CSPG: Crossing Sparse Proximity Graphs for Approximate Nearest Neighbor Search
  13. NeurIPS 2024Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
  14. NeurIPS 2024Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors
  15. NeurIPS 2024Efficient Centroid-Linkage Clustering
  16. NeurIPS 2024einspace: Searching for Neural Architectures from Fundamental Operations
  17. NeurIPS 2024Evidence of Learned Look-Ahead in a Chess-Playing Neural Network
  18. NeurIPS 2024Fearless Stochasticity in Expectation Propagation
  19. NeurIPS 2024Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
  20. NeurIPS 2024Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search
  21. NeurIPS 2024Global Rewards in Restless Multi-Armed Bandits
  22. NeurIPS 2024Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models
  23. NeurIPS 2024Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient
  24. NeurIPS 2024HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
  25. NeurIPS 2024Inferring stochastic low-rank recurrent neural networks from neural data
  26. NeurIPS 2024Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning
  27. NeurIPS 2024Learning to be Smooth: An End-to-End Differentiable Particle Smoother
  28. NeurIPS 2024Linear Time Approximation Algorithm for Column Subset Selection with Local Search
  29. NeurIPS 2024Long-range Meta-path Search on Large-scale Heterogeneous Graphs
  30. NeurIPS 2024MambaTree: Tree Topology is All You Need in State Space Model
  31. NeurIPS 2024Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization
  32. NeurIPS 2024Monte Carlo Tree Search based Space Transfer for Black Box Optimization
  33. NeurIPS 2024Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
  34. NeurIPS 2024Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
  35. NeurIPS 2024Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations
  36. NeurIPS 2024No-Regret Bandit Exploration based on Soft Tree Ensemble Model
  37. NeurIPS 2024Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
  38. NeurIPS 2024Non-asymptotic Global Convergence Analysis of BFGS with the Armijo-Wolfe Line Search
  39. NeurIPS 2024On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models
  40. NeurIPS 2024On the Expressive Power of Tree-Structured Probabilistic Circuits
  41. NeurIPS 2024Particle Semi-Implicit Variational Inference
  42. NeurIPS 2024Quadratic Quantum Variational Monte Carlo
  43. NeurIPS 2024ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
  44. NeurIPS 2024RoPINN: Region Optimized Physics-Informed Neural Networks
  45. NeurIPS 2024S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
  46. NeurIPS 2024Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs
  47. NeurIPS 2024Search for Efficient Large Language Models
  48. NeurIPS 2024SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
  49. NeurIPS 2024Speculative Monte-Carlo Tree Search
  50. NeurIPS 2024SPO: Sequential Monte Carlo Policy Optimisation

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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