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 1,037 篇，第 8 / 21 页

  1. NeurIPS 2026Mixture-of-Top-$k$ Attention: Efficient Attention as Scalable Fast Weights
  2. NeurIPS 2026Monoculture Robust Learning
  3. NeurIPS 2026Morpho-Temporal Decoupling: How Primate Neurons Expand Dendrites Without Losing Speed
  4. NeurIPS 2026Multi-Oracle Agreement Reveals the Limits of Self-Consistency Evaluation in RNA Design
  5. NeurIPS 2026Muon Does Not Converge on Convex Lipschitz Functions
  6. NeurIPS 2026Natural-Language-Guided Protein Generation for Ligand-Binding Design
  7. NeurIPS 2026Nearly Optimal Attention Coresets
  8. NeurIPS 2026Network of Theseus (Like the ship)
  9. NeurIPS 2026Neural Expansion: A Unified Mechanism for How Deep Neural Network Generalize
  10. NeurIPS 2026Neural-Corrected Operator Learning for Homogenization and Inverse Design
  11. NeurIPS 2026OmniMechanism Design for Human-AI Collaboration with Impressionable Minds
  12. NeurIPS 2026On Differentially Private Mechanisms for Linear Regression
  13. NeurIPS 2026On the Meta-Design of Allocation Problems
  14. NeurIPS 2026On the Selectivity of Generative Models in Structure-Based Drug Design
  15. NeurIPS 2026One Temperature to Rule Them All?
  16. NeurIPS 2026Optimal Linear Regression Without a Variance
  17. NeurIPS 2026Ordinary Least Squares as an Attention Mechanism
  18. NeurIPS 2026Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design
  19. NeurIPS 2026PDE-PFN: Prior-Data Fitted Neural PDE Solver
  20. NeurIPS 2026PieArena: Ranking and Profiling Language Agents in Realistic Negotiation Scenarios
  21. NeurIPS 2026Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation
  22. NeurIPS 2026Position Without Positional Embeddings: A Directional Mechanism in NoPE Transformers
  23. NeurIPS 2026Principled Design of Diffusion-based Optimizers for Inverse Problems
  24. NeurIPS 2026Prism Attention: Proposal-Refined Index Sharing Mechanism for Efficient LLMs Inference
  25. NeurIPS 2026Privacy by Postprocessing the Discrete Laplace Mechanism
  26. NeurIPS 2026Probe Before You Edit: Probing-Guided Molecular Optimization for LLM Agents in Structure-Based Drug Design
  27. NeurIPS 2026Profit Maximization in Bilateral Trade against a Smooth Adversary
  28. NeurIPS 2026ProteinOPD: Towards Effective and Efficient Preference Alignment for Protein Design
  29. NeurIPS 2026Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime
  30. NeurIPS 2026Refactoring Code Through Library Design
  31. NeurIPS 2026Regret Minimization in Single-Dimensional Contract-Design with Binary Actions
  32. NeurIPS 2026Resilient Semi-Supervised Inference with Heterogeneous Unlabeled Data
  33. NeurIPS 2026Reviewer Scores Are Not Comparable Across Research Areas in ML Peer Review
  34. NeurIPS 2026Richer or More Gates? Fan-In Trade-offs in Learnable Logic Circuits
  35. NeurIPS 2026Robust-by-Design Distributional Learning from Contaminated Samples
  36. NeurIPS 2026Same Function, Different Mechanism: Implementation-Local Geometry Beyond Accuracy
  37. NeurIPS 2026Sample Size Design for Bounds on Discrete Probabilities of Causation
  38. NeurIPS 2026Scattered by Design: Why Per-Output Pruning Resists Structured Compression
  39. NeurIPS 2026Scratchpad Patching: Decoupling Compute from Patch Size in Byte-Level Language Models
  40. NeurIPS 2026Selectivity and Shape in the Design of Forward-Forward Goodness Functions
  41. NeurIPS 2026Selectivity Makes State-Space Models Universal Sequence Approximators
  42. NeurIPS 2026Self-Improvement Imitation with Biologically Guided Search for Protein Design Under Oracle Budgets
  43. NeurIPS 2026Settling Pure Differentially Private Covariance Estimation
  44. NeurIPS 2026Shared-Noise Mechanisms for Verifiable Differentially Private Counting
  45. NeurIPS 2026SimpleEvol: Efficient Intelligence Conversion via Less Human Prior in Automated Heuristic Design
  46. NeurIPS 2026Simplifying Transformer-Based U-Net Neural Physics Simulators
  47. NeurIPS 2026Simultaneous Gradient Learning in First-Price Auctions
  48. NeurIPS 2026Sink vs. diagonal patterns as mechanisms for attention switch and oversmoothing prevention
  49. NeurIPS 2026Spherical Bayesian Experimental Design for Active View Selection in 3D Gaussian Splatting
  50. NeurIPS 2026Spike-to-Field Mechanisms of Turbulence-Like Dynamics in Spatial Spiking Neural Networks

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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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