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 17 / 21 页

  1. ICML 2024Neural-Kernel Conditional Mean Embeddings
  2. ICML 2024On the Nonlinearity of Layer Normalization
  3. ICML 2024On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective
  4. ICML 2024Partially Stochastic Infinitely Deep Bayesian Neural Networks
  5. ICML 2024PASOA- PArticle baSed Bayesian Optimal Adaptive design
  6. ICML 2024Position: Building Guardrails for Large Language Models Requires Systematic Design
  7. ICML 2024PPFLOW: Target-Aware Peptide Design with Torsional Flow Matching
  8. ICML 2024Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models
  9. ICML 2024Privacy Preserving Adaptive Experiment Design
  10. ICML 2024Private Vector Mean Estimation in the Shuffle Model: Optimal Rates Require Many Messages
  11. ICML 2024Projecting Molecules into Synthesizable Chemical Spaces
  12. ICML 2024Prompting a Pretrained Transformer Can Be a Universal Approximator
  13. ICML 2024Receptive Fields As Experts in Convolutional Neural Architectures
  14. ICML 2024Refining Minimax Regret for Unsupervised Environment Design
  15. ICML 2024Rényi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration via Shift Reduction Lemmas
  16. ICML 2024Replicable Learning of Large-Margin Halfspaces
  17. ICML 2024RNAFlow: RNA Structure & Sequence Design via Inverse Folding-Based Flow Matching
  18. ICML 2024Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup
  19. ICML 2024Self-attention Networks Localize When QK-eigenspectrum Concentrates
  20. ICML 2024Sliding Down the Stairs: How Correlated Latent Variables Accelerate Learning with Neural Networks
  21. ICML 2024Sparser, Better, Deeper, Stronger: Improving Static Sparse Training with Exact Orthogonal Initialization
  22. ICML 2024Stochastic Bandits with ReLU Neural Networks
  23. ICML 2024Structure-based drug design by denoising voxel grids
  24. ICML 2024Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products
  25. ICML 2024SurfPro: Functional Protein Design Based on Continuous Surface
  26. ICML 2024The Pitfalls of Next-Token Prediction
  27. ICML 2024Unmasking Vulnerabilities: Cardinality Sketches under Adaptive Inputs
  28. ICML 2024Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
  29. NeurIPS 2024$\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
  30. NeurIPS 2024A theoretical design of concept sets: improving the predictability of concept bottleneck models
  31. NeurIPS 2024Accelerating ERM for data-driven algorithm design using output-sensitive techniques
  32. NeurIPS 2024Active learning of neural population dynamics using two-photon holographic optogenetics
  33. NeurIPS 2024Adaptive Experimentation When You Can't Experiment
  34. NeurIPS 2024AFBench: A Large-scale Benchmark for Airfoil Design
  35. NeurIPS 2024Amortized Bayesian Experimental Design for Decision-Making
  36. NeurIPS 2024An Analysis of Elo Rating Systems via Markov Chains
  37. NeurIPS 2024AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario
  38. NeurIPS 2024Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient
  39. NeurIPS 2024Autobidder's Dilemma: Why More Sophisticated Autobidders Lead to Worse Auction Efficiency
  40. NeurIPS 2024Average gradient outer product as a mechanism for deep neural collapse
  41. NeurIPS 2024Bayesian Adaptive Calibration and Optimal Design
  42. NeurIPS 2024Carrot and Stick: Eliciting Comparison Data and Beyond
  43. NeurIPS 2024Contextual Bilevel Reinforcement Learning for Incentive Alignment
  44. NeurIPS 2024Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation
  45. NeurIPS 2024Data Acquisition via Experimental Design for Data Markets
  46. NeurIPS 2024Deep Submodular Peripteral Networks
  47. NeurIPS 2024Detecting and Measuring Confounding Using Causal Mechanism Shifts
  48. NeurIPS 2024DOFEN: Deep Oblivious Forest ENsemble
  49. NeurIPS 2024Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks
  50. NeurIPS 2024Efficiency of the First-Price Auction in the Autobidding World

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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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