理论 · game theory论文趋势 2023–2026

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。

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 126 篇，第 3 / 3 页

101. NeurIPS 2026Learning-Augmented Mechanism Design for Facility Location under $L_p$-Norm Social Costs
102. NeurIPS 2026Linear Contextual Bandits with Quasi-Optimism
103. NeurIPS 2026Mechanism Design for AI Overviews: Creator Incentives and Long-Term Profit
104. NeurIPS 2026Network Intervention by Polling Strategic Agents
105. NeurIPS 2026Non-Linear Pricing Restores Tractability for a Data Seller
106. NeurIPS 2026On Nash Equilibria in Participatory Budgeting with Donations and Beyond
107. NeurIPS 2026Online Learning in Stabilized Linear Dynamical Games with Adversarial Disturbances
108. NeurIPS 2026Phase Transitions in Attention: A Bayesian Theory of Copy Head Emergence
109. NeurIPS 2026Prediction Under Imperfect Compression: A Theory of Approximate MDL
110. NeurIPS 2026Provably Efficient Regularized Online RLHF with Generalized Bilinear Preferences
111. NeurIPS 2026Random Matrix Theory of Early-Stopped Gradient Flow: A Transient BBP Scenario
112. NeurIPS 2026RuleSmith: Multi-Agent LLMs for Automated Game Balancing
113. NeurIPS 2026Second-Order Complexity Theory for Neural Networks
114. NeurIPS 2026Selling Information While Being an Interested Party
115. NeurIPS 2026Simultaneous Gradient Learning in First-Price Auctions
116. NeurIPS 2026The End Justifies the Mean: Linear Ranking Rules for Proportional Sequential Decisions
117. NeurIPS 2026The Long-Run Distribution of Regularized Learning in Non-Concave Games: A Large Deviations Approach
118. NeurIPS 2026The Panel Complexity of Sortition: Is 12 Angry Men Enough?
119. NeurIPS 2026The Power of Menus in Dynamic Pricing: Near Optimal Regret and Equivalence Results
120. NeurIPS 2026The Symmetries of Three-Layer ReLU Networks
121. NeurIPS 2026Toward a theory of Evaluability
122. NeurIPS 2026Toward Optimal Regret in Robust Pricing: Decoupling Corruption and Time
123. NeurIPS 2026Training-free Spatially Grounded Geometric Shape Encoding
124. NeurIPS 2026When and Why is Optimistic Multiplicative Weights Slow? The Geometry of Energy Dissipation
125. NeurIPS 2026When Symbol Names Should Not Matter: A Logistic Theory of Fresh-Symbol Classification
126. NeurIPS 2026Where Should Society Draw the Line? A Social Choice Approach to Collective Consent

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。