理论 · game theory论文趋势 2023–2026
学习理论及相关：game_theory
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 384 篇被归入该主题的论文。
主要结论
- 理论 · game theory论文从 2023 年的 34 篇增长到 2026 年的 126 篇，三年间扩大到约 3.7 倍。
- NeurIPS 是发理论 · game theory论文最多的会议，2023–2026 年共 183 篇，占四个会议总量的 48%。
- 交叉方向里涨得最快的是机制设计：同时属于两个主题的论文从 2023 年的 1 篇增至 2026 年的 19 篇。
- 在「理论与统计」的 5 个主题里，它的 2026 年论文数排第 4；同组增长最快的理论 · learning theory是 5.6 倍，理论 · game theory是 3.7 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 14 | 13 | 4 | 3 | 34 |
| 2024 | 76 | 17 | 13 | 1 | 107 |
| 2025 | 49 | 19 | 47 | 2 | 117 |
| 2026 | 44 | 20 | 61 | 1 | 126 |
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
- NeurIPS 2026A Mechanistic Investigation of Theory of Mind in a Large Language Model
- ICML 2026(Doubly) Exponential Lower Bounds for Follow the Regularized Leader in Potential Games
- ICLR 2026Infinite Horizon Markov Economies
- CVPR 2026Tackling Model Bias via Game-theoretic Multi-agent Collaboration Framework for Hateful
- NeurIPS 2025AlphaBeta is not as good as you think: a simple random games model for a better analysis of deterministic game-solving algorithms
- ICML 2025A-PSRO: A Unified Strategy Learning Method with Advantage Metric for Normal-form Games
- ICLR 2025A Theory of Initialisation's Impact on Specialisation
- CVPR 2025Dynamic Stereotype Theory Induced Micro-expression Recognition with Oriented Deformation
- NeurIPS 2024Accelerated Regularized Learning in Finite N-Person Games
- ICML 2024A Statistical Theory of Regularization-Based Continual Learning
- ICLR 2024Generative Adversarial Equilibrium Solvers
- CVPR 2024GlitchBench: Can Large Multimodal Models Detect Video Game Glitches?
- NeurIPS 2023$\varepsilon$-fractional core stability in Hedonic Games.
- ICML 2023Auxiliary Learning as an Asymmetric Bargaining Game
- ICLR 2023Computational Language Acquisition with Theory of Mind
- CVPR 2023Improving Generalization With Domain Convex Game
- NeurIPS 2026Agentic AI Design Should be Mediated to Promote Social Welfare
- ICML 2026A Game-Theoretic Analysis of Attacks on Large Language Models via Compositional Skills
- ICLR 2026On Universality of Deep Equivariant Networks
- NeurIPS 2025Approximation theory for 1-Lipschitz ResNets
全部理论 · game theory论文
共 61 篇，第 2 / 2 页
- ICML 2026Robust Strategic Classification under Decision-Dependent Cost Uncertainty
- ICML 2026Selling Data as a Digital Good with Scaling Valuations
- ICML 2026Solving Imperfect-Recall Games via Sum-of-Squares Optimization
- ICML 2026Strategic Candidacy in Generative AI Arenas
- ICML 2026The Devil is in the Condition Numbers: Why is GLU Better than non-GLU Structure?
- ICML 2026The Optimal Sample Complexity of Linear Contracts
- ICML 2026Theory of Continual Learning Against Data Poisoning Attacks
- ICML 2026TN-SHAP-G: Graph-Structured Tensor Network Surrogates for Shapley Values and Interactions
- ICML 2026Understanding Dynamics of Adam in Zero-Sum Games: An ODE Approach
- ICML 2026Welfare-Optimal Classification with Accuracy Auctions
- ICML 2026What Preferences Can—and Cannot—Predict in Multi-Agent Online Learning
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 查理论 · game theory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": "theory-game-theory"}
常见问题
- 2023–2026 年四大会议一共有多少篇理论 · game theory论文？
- 共 384 篇，按年份分别是 2023 年 34 篇、2024 年 107 篇、2025 年 117 篇、2026 年 126 篇。
- NeurIPS 2026 有多少篇理论 · game theory论文？
- NeurIPS 2026 有 44 篇理论 · game theory论文，上一届是 49 篇。
- ICLR 2026 有多少篇理论 · game theory论文？
- ICLR 2026 有 20 篇理论 · game theory论文，上一届是 19 篇。
- ICML 2026 有多少篇理论 · game theory论文？
- ICML 2026 有 61 篇理论 · game theory论文，上一届是 47 篇。
- CVPR 2026 有多少篇理论 · game theory论文？
- CVPR 2026 有 1 篇理论 · game theory论文，上一届是 2 篇。
- 哪个会议的理论 · game theory论文最多？
- NeurIPS，2023–2026 年共 183 篇。