Monte Carlo Tree Search papers, 2023–2026
Search and MCTS
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 773 papers are tagged with this topic.
Key findings
- Monte Carlo Tree Search went from 115 papers in 2023 to 278 in 2026, roughly 2.4x in three years.
- NeurIPS publishes the most Monte Carlo Tree Search work: 302 papers from 2023 to 2026, 39% of the four-venue total.
- The fastest-growing overlap is with AI Agents: papers tagged with both rose from 1 in 2023 to 26 in 2026.
- Among the 5 topics under Games and Planning, it ranks #3 by 2026 paper count; the fastest grower in the group, Classical Planning, is up 3.3x versus 2.4x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 44 | 27 | 30 | 14 | 115 |
| 2024 | 59 | 34 | 41 | 10 | 144 |
| 2025 | 100 | 49 | 75 | 12 | 236 |
| 2026 | 99 | 60 | 105 | 14 | 278 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026A Regularization-Based Approach to Public Belief State Search for Adversarial Games
- ICML 2026$\alpha$-PFN: Fast Entropy Search via In-Context Learning
- ICLR 2026Better Learning-Augmented Spanning Tree Algorithms via Metric Forest Completion
- CVPR 2026DRS-GUI Dynamic Region Search for Training-Free GUI Grounding
- NeurIPS 2025A Single-Swap Local Search Algorithm for k-Means of Lines
- ICML 2025Accelerating Large Language Model Reasoning via Speculative Search
- ICLR 2025Analysis of Linear Mode Connectivity via Permutation-Based Weight Matching: With Insights into Other Permutation Search Methods
- CVPR 2025DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding
- NeurIPS 2024Speculative Monte-Carlo Tree Search
- ICML 2024Accelerated Speculative Sampling Based on Tree Monte Carlo
- ICLR 2024Chain of Log-Concave Markov Chains
- CVPR 2024Hierarchical Correlation Clustering and Tree Preserving Embedding
- NeurIPS 2023Accelerating Monte Carlo Tree Search with Probability Tree State Abstraction
- ICML 2023A new near-linear time algorithm for k-nearest neighbor search using a compressed cover tree
- ICLR 2023A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming
- CVPR 2023Bridging Search Region Interaction With Template for RGB-T Tracking
- NeurIPS 2026A Revisit of Hamiltonian Monte Carlo Efficiency on Bayesian Neural Networks
- ICML 2026A Bi-metric Framework for Efficient Nearest Neighbor Search
- ICLR 2026Dr.LLM: Dynamic Layer Routing in LLMs
- CVPR 2026UAST Unified Active Search and Tracking for Arbitrary Targets with
All Monte Carlo Tree Search papers
251 papers, page 6 of 6
- ICML 2023Vector-Valued Control Variates
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FAQ
- How many Monte Carlo Tree Search papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 773 in total: 115 in 2023, 144 in 2024, 236 in 2025, 278 in 2026.
- How many Monte Carlo Tree Search papers are at NeurIPS 2026?
- NeurIPS 2026 has 99 Monte Carlo Tree Search papers, versus 100 the year before.
- How many Monte Carlo Tree Search papers are at ICLR 2026?
- ICLR 2026 has 60 Monte Carlo Tree Search papers, versus 49 the year before.
- How many Monte Carlo Tree Search papers are at ICML 2026?
- ICML 2026 has 105 Monte Carlo Tree Search papers, versus 75 the year before.
- How many Monte Carlo Tree Search papers are at CVPR 2026?
- CVPR 2026 has 14 Monte Carlo Tree Search papers, versus 12 the year before.
- Which conference publishes the most Monte Carlo Tree Search papers?
- NeurIPS, with 302 papers from 2023 to 2026.