机制设计论文趋势 2023–2026

拍卖与机制

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,037 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

机制设计论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202342343529140
202469256739200
2025108586540271
20261756512858426

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

全部机制设计论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 295 篇，第 4 / 6 页

  1. ICML 2025Equivariant Polynomial Functional Networks
  2. ICML 2025ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans
  3. ICML 2025Fraud-Proof Revenue Division on Subscription Platforms
  4. ICML 2025Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking
  5. ICML 2025Improved Off-policy Reinforcement Learning in Biological Sequence Design
  6. ICML 2025In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
  7. ICML 2025Integer Programming for Generalized Causal Bootstrap Designs
  8. ICML 2025Learning to Generate Projections for Reducing Dimensionality of Heterogeneous Linear Programming Problems
  9. ICML 2025LipsNet++: Unifying Filter and Controller into a Policy Network
  10. ICML 2025LLM Enhancers for GNNs: An Analysis from the Perspective of Causal Mechanism Identification
  11. ICML 2025LLM-Augmented Chemical Synthesis and Design Decision Programs
  12. ICML 2025Mechanisms of Projective Composition of Diffusion Models
  13. ICML 2025Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers
  14. ICML 2025Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design
  15. ICML 2025MVA: Linear Attention with High-order Query-Keys Integration and Multi-level Vocabulary Decomposition
  16. ICML 2025MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design
  17. ICML 2025Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery
  18. ICML 2025On the Emergence of Position Bias in Transformers
  19. ICML 2025On the Statistical Mechanisms of Distributional Compositional Generalization
  20. ICML 2025Optimal Auction Design in the Joint Advertising
  21. ICML 2025Optimal Survey Design for Private Mean Estimation
  22. ICML 2025Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design
  23. ICML 2025P(all-atom) Is Unlocking New Path For Protein Design
  24. ICML 2025Peri-LN: Revisiting Normalization Layer in the Transformer Architecture
  25. ICML 2025Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule
  26. ICML 2025Policy Design for Two-sided Platforms with Participation Dynamics
  27. ICML 2025PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design
  28. ICML 2025Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All
  29. ICML 2025Principal-Agent Bandit Games with Self-Interested and Exploratory Learning Agents
  30. ICML 2025Probabilistic Factorial Experimental Design for Combinatorial Interventions
  31. ICML 2025Procurement Auctions via Approximately Optimal Submodular Optimization
  32. ICML 2025R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models
  33. ICML 2025Reliable Algorithm Selection for Machine Learning-Guided Design
  34. ICML 2025Robot-Gated Interactive Imitation Learning with Adaptive Intervention Mechanism
  35. ICML 2025Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design
  36. ICML 2025Simple Randomized Rounding for Max-Min Eigenvalue Augmentation
  37. ICML 2025Simplifying DINO via Coding Rate Regularization
  38. ICML 2025Step-DAD: Semi-Amortized Policy-Based Bayesian Experimental Design
  39. ICML 2025Stronger Neyman Regret Guarantees for Adaptive Experimental Design
  40. ICML 2025Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism
  41. ICML 2025Unraveling the Interplay between Carryover Effects and Reward Autocorrelations in Switchback Experiments
  42. ICML 2025When Bad Data Leads to Good Models
  43. ICML 2025You Get What You Give: Reciprocally Fair Federated Learning
  44. ICML 2024A Contextual Combinatorial Bandit Approach to Negotiation
  45. ICML 2024Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choice
  46. ICML 2024Adaptive Online Experimental Design for Causal Discovery
  47. ICML 2024Antibody Design Using a Score-based Diffusion Model Guided by Evolutionary, Physical and Geometric Constraints
  48. ICML 2024Bayesian Design Principles for Offline-to-Online Reinforcement Learning
  49. ICML 2024Beyond the Calibration Point: Mechanism Comparison in Differential Privacy
  50. ICML 2024Bringing Motion Taxonomies to Continuous Domains via GPLVM on Hyperbolic manifolds

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用 paperlist 查机制设计在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

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常见问题

2023–2026 年四大会议一共有多少篇机制设计论文？
共 1,037 篇，按年份分别是 2023 年 140 篇、2024 年 200 篇、2025 年 271 篇、2026 年 426 篇。
NeurIPS 2026 有多少篇机制设计论文？
NeurIPS 2026 有 175 篇机制设计论文，上一届是 108 篇。
ICLR 2026 有多少篇机制设计论文？
ICLR 2026 有 65 篇机制设计论文，上一届是 58 篇。
ICML 2026 有多少篇机制设计论文？
ICML 2026 有 128 篇机制设计论文，上一届是 65 篇。
CVPR 2026 有多少篇机制设计论文？
CVPR 2026 有 58 篇机制设计论文，上一届是 40 篇。
哪个会议的机制设计论文最多？
NeurIPS，2023–2026 年共 394 篇。

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